title_s stringlengths 2 79 | title_dl stringlengths 0 200 | source_url stringlengths 13 64 | authors listlengths 0 10 | snippet_s stringlengths 0 291 | text stringlengths 18 58.8k | date timestamp[ns]date 2017-12-11 00:00:00 2027-08-07 00:00:00 | publish_date_dl stringlengths 0 10 | url stringlengths 15 566 | matches listlengths 1 232 | embeddings listlengths 2.56k 2.56k | document_author_type stringclasses 71
values | document_topic_categories listlengths 0 48 | document_summary stringlengths 212 2.9k | document_ai_labor_relevance int64 0 10 | document_type stringclasses 10
values | document_type_other stringclasses 258
values | document_topic_original listlengths 0 53 | document_arguments listlengths 1 24 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Are Blue-Collar Jobs Turning White? - Social Europe | Are Blue-Collar Jobs Turning White? | https://www.socialeurope.eu | [
"Martina Bisello",
"Enrique Fernández-Macías",
"Root",
"--M-A-Box-Bp",
"--M-A-Box-Bp-L",
".M-A-Box",
"Width",
"Margin-Top",
"Important Margin-Bottom",
"Important"
] | With technological advances, blue-collar jobs increasingly require new skills and intelligence. But this reshaping of manufacturing ... | Manual jobs in European manufacturing are being transformed as blue-collar workers take on more intellectual tasks. This is a consequence of the increasing use of digital tools and the growing importance of quality control in production. The severe losses of medium-paying jobs in the manufacturing sector during the eco... | 2018-10-17T00:00:00 | 2018/10/17 | https://www.socialeurope.eu/are-blue-collar-jobs-turning-white | [
{
"date": "2018/10/17",
"position": 93,
"query": "technology regulation blue collar workers"
}
] | [
-0.0003357460955157876,
0.018959779292345047,
-0.04986996576189995,
-0.048720888793468475,
-0.0008797625196166337,
0.06480797380208969,
-0.0076988195069134235,
-0.03677048161625862,
-0.0032317806035280228,
-0.007411550264805555,
-0.026543691754341125,
0.07262170314788818,
0.00502721406519413... | policy analyst | [
"AI Foundations and Empowerment",
"AI in Energy and Engineering",
"Fair Labor and Workers' Rights",
"Job Security and Unemployment",
"Labor Market Dynamics and Disruption",
"Skills and Education Development",
"Worker Well-Being and Security"
] | Blue-collar jobs in European manufacturing are evolving due to digitalization and increased quality control, leading to a shift from purely physical tasks to more intellectual ones involving problem-solving and information processing. While automation reduces physical labor, especially in repetitive or high-force tasks... | 9 | report | [
"ai adoption",
"ai efficiency",
"ai in manufacturing",
"job displacement",
"labor market disruption",
"labor rights & unions",
"upskilling & reskilling",
"worker well-being"
] | [
{
"argument_summary": "Blue-collar manufacturing jobs are increasingly incorporating intellectual tasks such as problem-solving, information processing, and quality control due to digitalization and automation.",
"argument_quote": [
"Manual jobs in European manufacturing are being transformed as blue-... | |
Digital transformation, inflation and email marketing: 5 killer stats to ... | Digital transformation, inflation and email marketing: 5 killer stats to start your week - NSB | https://nsbagency.com | [] | Non-food deflation eased by almost a percentage point in June to 1.6%, from 2.5% in May, the lowest rate since December 2017. Food inflation ... | 1. Quality online environments 42% more cost effective for advertisers
Ads that appear in quality environments are 42% more cost effective for advertisers based on levels of engagement, viewability, above-the-fold placement and dwell time.
According to the research by GroupM and Newsworks, a premium exposure is 58% m... | 2018-10-16T00:00:00 | 2018/10/16 | https://nsbagency.com/es/digital-transformation-inflation-and-email-marketing-5-killer-stats-to-start-your-week/ | [
{
"date": "2018/10/16",
"position": 34,
"query": "digital transformation inflation rate"
},
{
"date": "2018/10/16",
"position": 38,
"query": "digital transformation inflation rate"
},
{
"date": "2018/10/16",
"position": 36,
"query": "digital transformation inflation rate"... | [
-0.00032408355036750436,
0.011529408395290375,
0.00044538857764564455,
0.01587466336786747,
-0.00133978680241853,
0.044031910598278046,
0.0278096292167902,
-0.01738101802766323,
0.006633755285292864,
-0.053533535450696945,
-0.012804016470909119,
0.03545727580785751,
0.006488913204520941,
-... | journalist | [
"AI Foundations and Empowerment",
"AI in Marketing and Sales",
"Economic Cycles and Disruptions",
"Employment Trends by Sector",
"Labor Market Dynamics and Disruption",
"Transformation and Change in Business and Society",
"Worker Well-Being and Security"
] | The document presents five data points on digital marketing, inflation, and digital transformation in the UK. It highlights that quality digital environments improve ad effectiveness by 42%, while inflation has slightly eased but remains in deflationary territory. Consumers are opening and clicking on marketing emails ... | 5 | blog | [
"ai adoption",
"ai efficiency",
"ai in marketing",
"digital transformation",
"economic recession",
"employment rate",
"labor market disruption",
"worker well-being"
] | [
{
"argument_summary": "Ads in quality digital environments are 42% more cost-effective for advertisers due to higher engagement, viewability, and dwell time.",
"argument_quote": [
"Ads that appear in quality environments are 42% more cost effective for advertisers based on levels of engagement, viewab... | |
Cutting taxes, creating jobs - American Economic Association | Cutting taxes, creating jobs | https://www.aeaweb.org | [] | He and his co-authors estimate that reducing the corporate income tax rate to 20 percent from a benchmark of 28.5 percent increases the share of ... | Research Highlights Article
October 15, 2018
Cutting taxes, creating jobs
How would lowering the corporate tax rate affect entrepreneurial decisions and employment?
Corporate tax levels can have a big influence on the legal form that an entrepreneur chooses for their business. RomanRa
The conversation around one o... | 2018-10-15T00:00:00 | https://www.aeaweb.org/research/corporate-income-tax-impact-on-legal-form | [
{
"date": "2018/10/15",
"position": 24,
"query": "corporate taxes employment rate"
},
{
"date": "2018/10/15",
"position": 21,
"query": "corporate taxes employment rate"
},
{
"date": "2018/10/15",
"position": 24,
"query": "corporate taxes employment rate"
},
{
"dat... | [
-0.0003989453543908894,
0.027172204107046127,
0.028109177947044373,
-0.005651115905493498,
-0.0015738211805000901,
0.030685851350426674,
0.00802282802760601,
0.0005563274607993662,
-0.010950867086648941,
-0.013761784881353378,
-0.02986600063741207,
-0.009955333545804024,
-0.00050508679123595... | researcher | [
"AI Foundations and Empowerment",
"AI Governance and Accountability",
"AI in Business and Operations",
"Antitrust and Market Power",
"Economic Cycles and Disruptions",
"Employment Trends by Sector",
"Job Security and Unemployment",
"Labor Law and Compliance",
"Labor Market Dynamics and Disruption",
... | This research examines how lowering the corporate tax rate influences entrepreneurs' choice of business legal structure, which in turn affects employment outcomes. The study finds that reduced corporate taxes lead to a higher share of C-corporations, which have greater access to capital and are associated with moderate... | 6 | scientific paper | [
"ai adoption",
"ai efficiency",
"ai regulation",
"corporate taxes",
"economic recession",
"employment rate",
"enterprise ai",
"job displacement",
"labor market disruption",
"labor regulation",
"macroeconomic trends",
"market concentration and monopolies",
"technology regulation",
"wage dis... | [
{
"argument_summary": "Lowering the corporate tax rate increases the proportion of businesses choosing to organize as C-corps rather than pass-through entities (e.g., LLCs, sole proprietorships).",
"argument_quote": [
"Lowering the corporate income tax rate leads more companies to choose to be a C-cor... | ||
Why Amazon's Automated Hiring Tool Discriminated Against Women | Why Amazon’s Automated Hiring Tool Discriminated Against Women | https://www.aclu.org | [
"Rachel Goodman",
"Former Staff Attorney",
"Aclu Racial Justice Program"
] | We've seen these types of problems with artificial intelligence in many other contexts. For example, when we used Amazon's facial ... | In 2014, a team of engineers at Amazon began working on a project to automate hiring at their company. Their task was to build an algorithm that could review resumes and determine which applicants Amazon should bring on board. But, according to a Reuters report this week, the project was canned just a year later, when ... | 2018-10-12T00:00:00 | 2018/10/12 | https://www.aclu.org/news/womens-rights/why-amazons-automated-hiring-tool-discriminated-against | [
{
"date": "2018/10/12",
"position": 97,
"query": "AI hiring"
},
{
"date": "2018/10/12",
"position": 97,
"query": "AI hiring"
},
{
"date": "2018/10/12",
"position": 96,
"query": "AI hiring"
}
] | [
-0.00031357412808574736,
0.06764744967222214,
0.03179430216550827,
0.00010702037980081514,
-0.0005249723908491433,
0.038784537464380264,
0.004227965604513884,
-0.02221091277897358,
-0.00766671122983098,
-0.026607997715473175,
0.04058847203850746,
0.06945138424634933,
-0.0015291143208742142,
... | policy analyst | [
"AI Bias and Fairness",
"AI Governance and Accountability",
"AI and Gender Equity",
"AI in Hiring and Employment",
"Fair Labor and Workers' Rights",
"Job Security and Unemployment",
"Labor Market Dynamics and Disruption",
"Worker Well-Being and Security"
] | The document discusses how Amazon's automated hiring tool discriminated against women by reinforcing existing gender biases in its training data, highlighting that AI hiring systems can replicate and amplify societal biases. It argues that such tools do not eliminate human bias but instead 'launder' it through software... | 10 | opinion | [
"ai & equity (gender/race)",
"ai bias",
"ai in hr",
"ai regulation",
"job displacement",
"labor market disruption",
"labor rights & unions",
"worker well-being"
] | [
{
"argument_summary": "Amazon's automated hiring tool systematically discriminated against women by reinforcing gender biases present in its training data, which consisted primarily of male software engineers' resumes.",
"argument_quote": [
"the tool systematically discriminated against women applying... | |
How the 2008 Financial Crisis Helped Fuel Today's Right-Wing ... | How the 2008 Financial Crisis Helped Fuel Today’s Right-Wing Populism – Centre for International Policy Studies | https://www.cips-cepi.ca | [
"Jacqueline Best"
] | A decade later, the financial crisis is a distant memory, the TARP funds have been repaid with interest, and stock markets are reaching new ... | Ten years ago, on 3 October 2008, President George W. Bush signed the “Troubled Assets Relief Program” (TARP), promising $700 billion to support banks and companies hit by the global financial crisis. As Congress passed this historic bill, it seemed like liberal democracy was rising to the challenge posed by the global... | 2018-10-10T00:00:00 | 2018/10/10 | https://www.cips-cepi.ca/2018/10/10/how-the-2008-financial-crisis-helped-fuel-todays-right-wing-populism/ | [
{
"date": "2018/10/10",
"position": 64,
"query": "financial crisis stock exchange worker rights"
},
{
"date": "2018/10/10",
"position": 64,
"query": "financial crisis stock exchange worker rights"
},
{
"date": "2018/10/10",
"position": 67,
"query": "financial crisis stock... | [
-0.0005053546046838164,
0.06230724975466728,
0.03971492499113083,
0.01640916056931019,
-0.0017538777319714427,
0.006391249131411314,
-0.025327183306217194,
0.013912114314734936,
0.0007728952332399786,
-0.031391438096761703,
-0.05184343457221985,
0.008382940664887428,
0.0056183538399636745,
... | policy analyst | [
"Antitrust and Market Power",
"Economic Cycles and Disruptions",
"Economic Inequality and Disparities",
"Labor Law and Compliance",
"Wage Transparency and Equity",
"Worker Rights and Labor Laws",
"Worker Well-Being and Security"
] | The document argues that the 2008 financial crisis exposed deep flaws in liberal democratic economic policies, particularly the shift toward austerity and reduced social spending that exacerbated inequality and economic insecurity. These conditions created fertile ground for the rise of right-wing populism, as voters b... | 3 | opinion | [
"economic recession",
"inequality",
"labor regulation",
"macroeconomic trends",
"market concentration and monopolies",
"wage distribution",
"worker rights",
"worker well-being"
] | [
{
"argument_summary": "The 2008 financial crisis revealed that decades of economic policies prioritizing financial sector growth over social stability and employment led to widespread household debt and economic insecurity.",
"argument_quote": [
"In the decades leading up to the 2008 crisis, governmen... | |
Blue-collar workers had a close call in 2016. It might be why Trump ... | Blue-collar workers had a close call in 2016. It might be why Trump won. | https://www.washingtonpost.com | [
"Matt O'Brien",
"Heather Long",
"Warren Strobel",
"Garrett M. Graff",
"Mark Johnson",
"Robyn Dixon",
"Natalie Allison"
] | But beneath the surface of these placid economic statistics, Columbia historian Adam Tooze points out, blue-collar workers were being buffeted ... | It’s easy to make fun of the idea that economic anxiety had anything to do with people voting for President Trump. Unemployment was almost at a 10-year low back then, and, adjusted for inflation, median income growth was nearly at a 20-year high. But beneath the surface of these placid economic statistics, Columbia his... | 2018-09-26T00:00:00 | 2018/09/26 | https://www.washingtonpost.com/business/2018/09/26/blue-collar-workers-had-close-call-it-might-be-why-trump-won/ | [
{
"date": "2018/09/26",
"position": 41,
"query": "financial crisis stock exchange blue collar workers"
}
] | [
-0.00027784626581706107,
0.03237265348434448,
0.05676613003015518,
-0.006269351579248905,
-0.0007124263211153448,
0.041491709649562836,
-0.003761610947549343,
0.04833100363612175,
0.005414440296590328,
0.008207151666283607,
-0.0670250654220581,
0.030776817351579666,
0.00849212147295475,
-0... | journalist | [
"Antitrust and Market Power",
"Economic Cycles and Disruptions",
"Job Security and Unemployment",
"Labor Market Dynamics and Disruption",
"Worker Rights and Labor Laws",
"Worker Well-Being and Security",
"Workers and Labor Force Diversity"
] | In early 2016, despite overall low unemployment and rising median incomes, blue-collar workers felt economically insecure due to a combination of a strong dollar, a collapsing oil market, and global economic uncertainty stemming from China's slowdown. These factors led to job losses in manufacturing and oil/gas sectors... | 3 | news | [
"blue collar workers",
"economic recession",
"job displacement",
"labor market disruption",
"macroeconomic trends",
"market concentration and monopolies",
"worker rights",
"worker well-being"
] | [
{
"argument_summary": "Blue-collar workers experienced heightened job insecurity in early 2016, despite macroeconomic indicators suggesting economic improvement.",
"argument_quote": [
"blue-collar workers were being buffeted by intense self-doubt amid what was for some of them a difficult environment"... | |
dividends - What happens to ETF distributions during a market crash'? | What happens to ETF distributions during a market crash'? | https://money.stackexchange.com | [] | Financially healthy companies usually maintain their dividend payout during a recession, especially large cap stocks. If earnings weaken ... | Companies paying dividends usually have a solid business plan which allows them to do so even during recessions
This will be company-dependent. Some companies may experience a cash crunch where it is in their best interest to suspend dividends.
Therefore the distributions will continue during a crisis
What I would b... | 2018-09-21T00:00:00 | https://money.stackexchange.com/questions/100215/what-happens-to-etf-distributions-during-a-market-crash | [
{
"date": "2018/09/21",
"position": 54,
"query": "financial crisis stock exchange wage distribution"
}
] | [
-0.000297043239697814,
0.03137921914458275,
0.0352729894220829,
-0.014143552631139755,
-0.0007443975191563368,
0.0359601266682148,
0.003951033111661673,
0.036647263914346695,
-0.009906213730573654,
0.02347715198993683,
-0.057948485016822815,
-0.016491267830133438,
-0.0008839720394462347,
-... | industry expert | [
"Antitrust and Market Power",
"Economic Cycles and Disruptions",
"Employment Trends by Sector",
"Risk Management & Financial Stability",
"Stock Market Dynamics",
"Worker Well-Being and Security",
"other"
] | The document discusses how ETF distributions during a market crash may remain stable despite a drop in ETF value, leading to a higher yield percentage. It notes that while dividends may slightly decrease, the overall income stability is preserved, though growth potential is reduced. The example of VIG in 2008 illustrat... | 2 | blog | [
"dividend yield",
"economic recession",
"employment rate",
"etf performance",
"financial crisis stock exchange",
"investment risk",
"market concentration and monopolies",
"worker well-being"
] | [
{
"argument_summary": "Companies with solid business models can continue paying dividends even during economic downturns, as their financial stability supports dividend payments.",
"argument_quote": [
"Companies paying dividends usually have a solid business plan which allows them to do so even during... | ||
A Decade Later: Four Ways Working People Are Still Paying for the ... | A Decade Later: Four Ways Working People Are Still Paying for the 2008 Financial Crisis | https://afscmeatwork.org | [] | It was 10 years ago this month that the 2008 financial crisis kicked into high gear ... workers' rights to stand together in strong unions. | It was 10 years ago this month that the 2008 financial crisis kicked into high gear. When storied Wall Street bank Lehman Brothers shut down, bankers walking out of the building carrying cardboard boxes of their possessions made the perfect image for TV cameras.
But the real story wasn’t happening on Wall Street. It w... | 2018-09-20T00:00:00 | 2018/09/20 | https://afscmeatwork.org/local-2733-washtenaw-county-employees/news/decade-later-four-ways-working-people-are-still-paying | [
{
"date": "2018/09/20",
"position": 54,
"query": "financial crisis stock exchange worker rights"
}
] | [
-0.0003540923062246293,
0.04439883679151535,
0.04347386211156845,
-0.0024714197497814894,
-0.0010189187014475465,
0.018846381455659866,
-0.02786489576101303,
-0.01607145369052887,
0.0053475163877010345,
0.011273142881691456,
-0.030524201691150665,
0.008729458786547184,
0.006937318481504917,
... | policy analyst | [
"AI and Economic Impact",
"Economic Inequality and Disparities",
"Fair Labor and Workers' Rights",
"Labor Market Dynamics and Disruption",
"Wage Transparency and Equity",
"Worker Rights and Labor Laws",
"Worker Well-Being and Security"
] | The document argues that ten years after the 2008 financial crisis, working families continue to bear the economic burdens while banks and the wealthy benefit from deregulation and tax cuts. It highlights attacks on unions, rising income inequality, stagnant wages, and the failure of tax cuts to benefit workers. The au... | 3 | opinion | [
"ai & economic equity",
"income inequality",
"labor market disruption",
"labor rights & unions",
"wage distribution",
"worker rights",
"worker well-being"
] | [
{
"argument_summary": "Attacks on unions have weakened workers' collective power, leading to lower wages and fewer benefits.",
"argument_quote": [
"billionaires and corporate special interests are funding constant attacks on workers’ rights to stand together in strong unions. The result? Lower wages a... | |
An Organized Workforce – Business Ethics - HCC Pressbooks | An Organized Workforce – Business Ethics | https://pressbooks.hccfl.edu | [
"Written Byars",
"Stanberry",
"Revised",
"Edited Farley",
"Stephen M. Byars",
"Kurt Stanberry",
"Robert Farley",
"Ruth Tallman"
] | The issue of worker representation in the United States is a century-old debate, with economic, ethical, and political aspects. Are unions good for workers, ... | 27
Learning Objectives By the end of this section, you will be able to: Discuss trends in U.S. labor union membership
Define codetermination
Compare labor union membership in the United States with that in other nations
Explain the relationship between labor productivity gains and the pay ratio in the United States... | 2018-09-20T00:00:00 | 2018/09/20 | https://pressbooks.hccfl.edu/businessethics/chapter/an-organized-workforce/ | [
{
"date": "2024/10/01",
"position": 66,
"query": "worker organization labor unions blue collar workers"
}
] | [
-0.00032369731343351305,
0.03333178162574768,
0.015277066268026829,
0.01689736172556877,
-0.0009837504476308823,
0.06481179594993591,
0.005294892471283674,
0.0009403497097082436,
-0.0018517656717449427,
0.0026619131676852703,
-0.019443539902567863,
0.002849983051419258,
0.0007161124958656728... | policy analyst | [
"AI and Economic Impact",
"Economic Cycles and Disruptions",
"Fair Labor and Workers' Rights",
"Job Security and Unemployment",
"Labor Market Dynamics and Disruption",
"Labor Union Movements",
"Wage Transparency and Equity",
"Worker Well-Being and Security"
] | The document examines the decline in U.S. labor union membership, attributing it to economic shifts from manufacturing to services and the expansion of federal labor protections. It highlights a growing disparity between labor productivity gains and wage growth, with productivity rising 74% from 1973 to 2016 while work... | 4 | report | [
"ai & economic equity",
"job displacement",
"labor market disruption",
"labor rights & unions",
"macroeconomic trends",
"wage distribution",
"worker organization labor unions",
"worker well-being"
] | [
{
"argument_summary": "Union membership in the United States has declined significantly since the 1950s, dropping from 33% of wage and salary workers to 12% by 2016, due to economic shifts and right-to-work laws.",
"argument_quote": [
"Union membership in the United States dropped to 20 percent of the... | |
5 groups still recovering from the financial crisis - CBS News | 5 groups still recovering from the financial crisis | https://www.cbsnews.com | [
"Aimee",
"Associate Managing Editor",
"Aimee Picchi Is The Associate Managing Editor For Cbs Moneywatch",
"Where She Covers Business",
"Personal Finance. She Previously Worked At Bloomberg News",
"Has Written For National News Outlets Including Usa Today",
"Consumer Reports.",
"Read Full Bio"
] | Some never regained the wealth they lost in the stock market and real estate. Others, reeling from job losses as the unemployment rate spiked, ... | A decade has passed since investment bank Lehman Brothers collapsed and the economy spiraled into the Great Recession and a foreclosure maelstrom. Even today, some Americans are still struggling to regain their footing.
The worst financial disaster since the Great Depression, the financial crisis wiped out almost $8 t... | 2018-09-14T00:00:00 | https://www.cbsnews.com/news/5-groups-still-recovering-from-the-financial-crisis/ | [
{
"date": "2018/09/14",
"position": 52,
"query": "financial crisis stock exchange employment rate"
},
{
"date": "2018/09/14",
"position": 46,
"query": "financial crisis stock exchange employment rate"
}
] | [
-0.0004359870217740536,
0.0284893698990345,
0.05533737689256668,
0.006477521266788244,
-0.0016999830259010196,
0.03704790398478508,
-0.037516865879297256,
0.02989625185728073,
0.004337887745350599,
-0.0284893698990345,
-0.07550269365310669,
0.030247973278164864,
0.008968875743448734,
-0.02... | journalist | [
"Antitrust and Market Power",
"Economic Cycles and Disruptions",
"Employment Trends by Sector",
"Human-Centric Workplaces",
"Labor Market Dynamics and Disruption",
"Wage Transparency and Equity",
"Worker Rights and Labor Laws",
"Worker Well-Being and Security"
] | A decade after the 2008 financial crisis, significant disparities remain in wealth and employment recovery across demographic groups. While some groups like Generation X and millennials have seen wealth gains, others—such as baby boomers, the silent generation, workers without college degrees, and low-income Americans—... | 3 | news | [
"economic recession",
"employment rate",
"equity in the workplace",
"labor market disruption",
"market concentration and monopolies",
"wage distribution",
"worker rights",
"worker well-being"
] | [
{
"argument_summary": "Millennials have gained wealth since the crisis but face challenges in income and debt accumulation, potentially becoming a 'lost generation' in wealth building.",
"argument_quote": [
"Millennials could become a 'lost generation' in terms of building wealth, the St. Louis Fed sa... | ||
The 2008 Crash: What Happened to All That Money? - History.com | The 2008 Crash: What Happened to All That Money? | https://www.history.com | [
"Eric Rauchway"
] | Financial news became front-page, top-of-the-hour news, as hundreds of dazed-looking Lehman Brothers employees poured onto the sidewalks of ... | The 2008 financial crisis had its origins in the housing market, for generations the symbolic cornerstone of American prosperity. Federal policy conspicuously supported the American dream of homeownership since at least the 1930s, when the U.S. government began to back the mortgage market. It went further after WWII, o... | 2018-09-14T00:00:00 | 2018/09/14 | https://www.history.com/articles/2008-financial-crisis-causes | [
{
"date": "2018/09/14",
"position": 78,
"query": "financial crisis stock exchange worker rights"
},
{
"date": "2018/09/14",
"position": 79,
"query": "financial crisis stock exchange worker rights"
},
{
"date": "2018/09/14",
"position": 78,
"query": "financial crisis stock... | [
-0.0003129616961814463,
0.04700576141476631,
0.04422709345817566,
0.014124883338809013,
-0.0010058190673589706,
0.030102211982011795,
-0.027323545888066292,
0.021303102374076843,
0.018177105113863945,
0.014703772030770779,
-0.08660174906253815,
0.00013386800128500909,
0.00839388556778431,
... | journalist | [
"Antitrust and Market Power",
"Economic Cycles and Disruptions",
"Employment Trends by Sector",
"Labor Law and Compliance",
"Stock Market Dynamics",
"Worker Well-Being and Security"
] | The 2008 financial crisis originated in the housing market, driven by excessive mortgage lending with little borrower verification and the securitization of risky loans. Policymakers and financial institutions relied on historical trends in home ownership and mortgage payments, assuming stability, while regulatory over... | 2 | news | [
"economic recession",
"employment rate",
"financial crisis stock exchange",
"labor regulation",
"market concentration and monopolies",
"worker well-being"
] | [
{
"argument_summary": "Federal policy supported homeownership since the 1930s through programs like the G.I. Bill, which helped expand home ownership and stimulate economic activity.",
"argument_quote": [
"Federal policy conspicuously supported the American dream of homeownership since at least the 19... | |
How the Financial Crisis Drastically Increased Wealth Inequality in ... | Research: How the Financial Crisis Drastically Increased Wealth Inequality in the U.S. | https://hbr.org | [
"Moritz Kuhn",
"Moritz Schularick",
"Ulrike Steins",
"Is An Associate Professor At The University Of Bonn.",
"Is Professor Of Economics At The University Of Bonn",
"Is A Phd Candidate In Economics At The Bonn Graduate School Of Economics."
] | The upper half of the distribution registered wealth gains of roughly 60% because of rising asset prices. Politically, it's conceivable that ... | We live in unequal times. The causes and consequences of widening disparities in income and wealth have become a defining debate of our age. Researchers have made major inroads into documenting trends in either income or wealth inequality in the United States, but we still know little about how the two evolve together ... | 2018-09-13T00:00:00 | 2018/09/13 | https://hbr.org/2018/09/research-how-the-financial-crisis-drastically-increased-wealth-inequality-in-the-u-s | [
{
"date": "2018/09/13",
"position": 7,
"query": "financial crisis stock exchange wage distribution"
},
{
"date": "2018/09/13",
"position": 7,
"query": "financial crisis stock exchange wage distribution"
},
{
"date": "2018/09/13",
"position": 21,
"query": "financial crisis... | [
-0.0004031872667837888,
0.021897876635193825,
0.04213861748576164,
0.005888753570616245,
-0.0017976972740143538,
0.005770386662334204,
-0.007989766076207161,
0.01751830242574215,
0.019648905843496323,
0.010830571874976158,
-0.012901992537081242,
0.005237735342234373,
0.008108132518827915,
... | researcher | [
"Economic Cycles and Disruptions",
"Economic Inequality and Disparities",
"Equity and Economic Justice",
"Labor Law and Compliance",
"Wage Transparency and Equity",
"Worker Well-Being and Security",
"other"
] | The document examines how the financial crisis significantly exacerbated wealth inequality in the United States, highlighting a gap in understanding between income and wealth trends. It emphasizes that while income inequality has been studied, the interplay between income and wealth disparities remains underexplored. T... | 3 | report | [
"economic equity",
"economic recession",
"income inequality",
"labor regulation",
"wage distribution",
"wealth distribution",
"wealth inequality",
"worker well-being"
] | [
{
"argument_summary": "The financial crisis led to a dramatic increase in wealth inequality in the U.S., with significant disparities emerging between different socioeconomic groups.",
"argument_quote": [
"We live in unequal times. The causes and consequences of widening disparities in income and weal... | |
ESG awareness is an enduring legacy of the global financial crisis | ESG awareness is a legacy of the global financial crisis | https://www.fidelityinternational.com | [
"Hiroki Sampei",
"Head Of Engagement",
"Dmitry Solomakhin",
"Rosanna Burcheri",
"Jonathan Tseng",
"Christian Staub"
] | The public and the government issued a strong voice asking the financial markets as a whole to revise their capital allocation policies. They ... | A decade ago, the global financial crisis brought down the curtain on the final act of a financial industry focused only on competitive returns. It ushered in a new era in which environmental, social and governance (ESG) principles have come to the forefront, and this would not have occurred as rapidly without the cata... | 2018-09-12T00:00:00 | https://www.fidelityinternational.com/editorial/blog/pesg-awareness-is-an-enduring-legacy-of-the-global-financial-crisisp-a5a9f2-en5/ | [
{
"date": "2018/09/12",
"position": 84,
"query": "financial crisis stock exchange equity in the workplace"
}
] | [
-0.00042443873826414347,
0.03463716432452202,
-0.01648823916912079,
0.04507576301693916,
-0.0015791344922035933,
0.044364042580127716,
-0.016132378950715065,
0.015124104917049408,
-0.005397229455411434,
0.008837222121655941,
-0.023724086582660675,
-0.003973784390836954,
0.004982057958841324,... | policy analyst | [
"AI Governance and Accountability",
"AI and Economic Impact",
"AI in Government Governance",
"Economic Cycles and Disruptions",
"Future Skills Development",
"Labor Market Dynamics and Disruption",
"Worker Well-Being and Security"
] | The global financial crisis of 2008 served as a catalyst for the widespread adoption of ESG (Environmental, Social, and Governance) principles in capital markets. Prior to the crisis, ESG factors were largely ignored in investment decisions, with a focus solely on financial returns. Following the crisis, investors and ... | 4 | report | [
"ai & economic equity",
"ai in government",
"ai regulation",
"ai skills readiness",
"economic recession",
"labor market disruption",
"macroeconomic trends",
"worker well-being"
] | [
{
"argument_summary": "The global financial crisis led to a shift in investor priorities, moving away from pure financial returns to include ESG factors as part of capital allocation.",
"argument_quote": [
"A decade ago, the global financial crisis brought down the curtain on the final act of a financ... | ||
Three big takeaways from the financial crisis - The Washington Post | Opinion | Three big takeaways from the financial crisis | https://www.washingtonpost.com | [
"Robert Samuelson",
"Robert J. Samuelson"
] | Three big takeaways from the financial crisis. September 12, 2018More than 6 years ago. Traders on the floor of the New York Stock Exchange on Sept. | Ten years after the onset of the 2008-2009 financial crisis, we’re swamped with studies and reminiscences. What are the legacies of the crisis? How long will they endure? Are they accurate — or just convenient scapegoats? Here are three takeaways. (1) We can no longer rule out another worldwide depression — something a... | 2018-09-12T00:00:00 | 2018/09/12 | https://www.washingtonpost.com/opinions/three-big-takeaways-from-the-financial-crisis/2018/09/12/a0e5ac88-b694-11e8-94eb-3bd52dfe917b_story.html | [
{
"date": "2023/07/01",
"position": 91,
"query": "financial crisis stock exchange creative workers"
}
] | [
-0.0006575488951057196,
0.05528079718351364,
0.05926499888300896,
0.01089430134743452,
-0.0025523791555315256,
0.0024434360675513744,
-0.0027702650986611843,
0.02963249944150448,
0.007906150072813034,
-0.027017867192626,
-0.05577882006764412,
0.029757006093859673,
0.010956554673612118,
0.0... | journalist | [
"Antitrust and Market Power",
"Economic Cycles and Disruptions",
"Labor Law and Compliance",
"Labor Market Dynamics and Disruption",
"Stock Market Dynamics",
"Worker Rights and Labor Laws",
"Worker Well-Being and Security",
"other"
] | The article offers three key takeaways from the 2008-2009 financial crisis: (1) the possibility of another worldwide depression remains a real concern, despite the fact that the 2009 unemployment peak was lower than the 1930s; (2) public distrust of Wall Street has grown significantly, though some still see it as neces... | 3 | opinion | [
"economic recession",
"financial crisis stock exchange",
"labor market disruption",
"labor regulation",
"market concentration and monopolies",
"public opinion",
"worker rights",
"worker well-being"
] | [
{
"argument_summary": "Another worldwide depression is a possible future scenario, despite previous assumptions that such an event was impossible.",
"argument_quote": [
"We can no longer rule out another worldwide depression — something akin to the Great Depression of the 1930s.",
"The fears inc... | |
The Failure to Punish White-Collar Crime After the 2008 Financial ... | The Failure to Punish White-Collar Crime After the 2008 Financial Crisis Helped Produce President Donald Trump | https://www.commondreams.org | [
"Marshall Auerback",
"Marshall Auerback Is Market Practitioner Analyst",
"Research Associate At The Levy Economics Institute Of Bard College."
] | In the aftermath of the worst financial crisis since the Great Depression, bank officials at HSBC admitted to the Department of Justice that ... | In the aftermath of the worst financial crisis since the Great Depression, bank officials at HSBC admitted to the Department of Justice that the bank violated the Bank Secrecy Act, the International Emergency Economic Powers Act and the Trading with the Enemy Act. This amounted to one of the largest and most destructiv... | 2018-08-29T00:00:00 | 2018/08/29 | https://www.commondreams.org/views/2018/08/29/failure-punish-white-collar-crime-after-2008-financial-crisis-helped-produce | [
{
"date": "2018/08/29",
"position": 76,
"query": "financial crisis stock exchange white collar workers"
}
] | [
-0.00048187540960498154,
0.03250064328312874,
0.022774172946810722,
-0.013284933753311634,
-0.001378905028104782,
0.01921570859849453,
-0.04934404045343399,
0.009074084460735321,
0.009429930709302425,
-0.008184468373656273,
-0.03534741327166557,
0.024909252300858498,
0.0024316173512488604,
... | journalist | [
"AI Governance and Accountability",
"AI and Economic Impact",
"AI and Gender Equity",
"AI in Government Governance",
"Antitrust and Market Power",
"Future Skills Development",
"Job Security and Unemployment",
"Labor Market Dynamics and Disruption",
"Taxation and Compliance",
"Transformation and Ch... | The document argues that the lack of prosecution of white-collar financial crimes following the 2008 crisis—such as money laundering and bid-rigging by major banks—demonstrates a systemic failure of accountability in U.S. institutions. This historical pattern of leniency is used to critique the current political respon... | 3 | opinion | [
"ai & economic equity",
"ai & equity (gender/race)",
"ai in government",
"ai regulation",
"ai skills readiness",
"corporate taxes",
"digital transformation",
"job displacement",
"labor market disruption",
"market concentration and monopolies",
"worker well-being"
] | [
{
"argument_summary": "Major banks like HSBC, Deutsche Bank, and UBS engaged in widespread financial fraud, including money laundering and bid-rigging, yet no senior executives were prosecuted despite the scale and impact of these crimes.",
"argument_quote": [
"bank officials at HSBC admitted to the D... | |
Dept of Labor to Address White Collar Overtime Exemption Under FL | Dept of Labor to Address White Collar Overtime Exemption Under FL | https://natlawreview.com | [] | DOL to hold listening sessions to discuss possibly eliminating white collar exemptions under FLSA introduced in Obama-era overtime rule. | Changes to the white collar exemptions under the Fair Labor Standards Act (“FLSA”) are coming slowly. Very, very slowly. Back in May 2016, under the Obama Administration, the Department of Labor issued a Final Rule updating the regulations for the FLSA’s minimum wage and overtime executive, administrative, and professi... | 2018-08-27T00:00:00 | https://natlawreview.com/article/dol-announces-listening-sessions-it-mulls-changing-white-collar-exemption | [
{
"date": "2018/08/27",
"position": 54,
"query": "labor regulation white collar workers"
},
{
"date": "2018/08/27",
"position": 53,
"query": "labor regulation white collar workers"
},
{
"date": "2018/08/27",
"position": 63,
"query": "labor regulation white collar workers"... | [
-0.0004164616693742573,
0.006281782872974873,
-0.007133052684366703,
0.03804294764995575,
-0.0015190759440883994,
0.05847341939806938,
0.01949113979935646,
-0.04461827129125595,
-0.012387440539896488,
0.03005862422287464,
-0.007632072549313307,
0.05894308537244797,
0.006281782872974873,
0.... | policy analyst | [
"AI Governance and Accountability",
"AI and Economic Impact",
"AI in Hiring and Employment",
"Fair Labor and Workers' Rights",
"Labor Law and Compliance",
"Labor Market Dynamics and Disruption",
"Worker Well-Being and Security"
] | The Department of Labor is planning a slow, incremental update to the white-collar overtime exemptions under the Fair Labor Standards Act (FLSA), following a 2016 rule that was blocked by a federal court. After collecting over 214,000 public comments and holding a 2017 Request for Information, the Department has postpo... | 5 | report | [
"ai & economic equity",
"ai in hr",
"ai regulation",
"labor market disruption",
"labor regulation",
"labor rights & unions",
"worker well-being"
] | [
{
"argument_summary": "The Department of Labor has delayed its proposed rulemaking on white-collar overtime exemptions, citing insufficient information despite over 214,000 public comments received since 2017.",
"argument_quote": [
"the Department has announced a series of five 'listening sessions' to... | ||
Geopolitics and International Security Studies | Geopolitics and International Security Studies | https://behorizon.org | [
"Asia Pacific Task Force",
"Transatlantic Task Force",
"Middle East Task Force",
"Mena Task Force",
"Ji-Han Lim",
"Joshua Perkins",
"Tom Peeters",
"Mats Radeck",
"Jannis Figura",
"Fatih Civrillioglu"
] | Pakistan's Strategic Importance in the Eyes of the US and China: Interactions, Initiatives and High Level Contacts. by Asia Pacific Task Force | Jul 28, ... | China is gradually turning into a country that closes the shutters. There is a giant in front of us and walls grow in front of it as it grows. We will not be able to see what is happening behind the wall; there is not much left, except for a tiny ray leaking out. Just... | 2018-08-27T00:00:00 | 2018/08/27 | https://behorizon.org/researcharticles/geopolitics-and-international-security-studies/ | [
{
"date": "2023/01/01",
"position": 74,
"query": "geopolitics diplomacy employment rate"
},
{
"date": "2023/01/01",
"position": 84,
"query": "geopolitics diplomacy equity in the workplace"
},
{
"date": "2023/10/01",
"position": 68,
"query": "geopolitics diplomacy employme... | [
-0.0001834410213632509,
0.005526496563106775,
0.02279321849346161,
-0.03321624919772148,
-0.0008554615778848529,
-0.01242745853960514,
0.00847586989402771,
-0.018440743908286095,
0.017638973891735077,
0.0018898899434134364,
0.005956016946583986,
-0.05383323132991791,
0.006929596420377493,
... | policy analyst | [
"AI and Economic Impact",
"AI and Privacy in Communication",
"Antitrust and Market Power",
"Geopolitics and Foreign Policy",
"Labor Law and Compliance",
"Regulatory Policy and Governance",
"Worker Well-Being and Security"
] | The document offers a metaphorical and critical view of China's increasing isolation and opacity, suggesting that its growing technological and political autonomy limits transparency and international visibility. It implies that such isolation may have significant implications for global economic and security dynamics,... | 5 | opinion | [
"ai & economic equity",
"ai & global economy",
"ai surveillance",
"geopolitics diplomacy",
"labor regulation",
"market concentration and monopolies",
"technology regulation",
"worker well-being"
] | [
{
"argument_summary": "China is becoming increasingly isolated, with its internal affairs and technological developments becoming less visible to the outside world, likened to a 'country that closes the shutters'.",
"argument_quote": [
"China is gradually turning into a country that closes the shutter... | |
Employees Turnover is a poison for Digital Transformation and careers | Employees Turnover is a poison for Digital Transformation and careers | https://www.linkedin.com | [] | Digital Transformation Specialist - Certificated… Published Aug ... Covid-19 and income distribution. | May of 2006, that was the date when after isolate experiences I had with marketing and data I found a company that wanted to combine both of them. As a media company in the first decade of the 2000´s they were passing through a digitalization process (not yet a transformation). Content creation, ads, revenue. Everythin... | 2018-08-26T00:00:00 | https://www.linkedin.com/pulse/employees-turnover-poison-digital-transformation-careers-tiago-santos | [
{
"date": "2018/08/26",
"position": 95,
"query": "digital transformation wage distribution"
}
] | [
-0.00032102776458486915,
0.03105214051902294,
0.0317525640130043,
-0.088253453373909,
-0.0012257423950359225,
0.055800460278987885,
0.008696934208273888,
0.0317525640130043,
0.005107259843498468,
0.010739837773144245,
0.014650539495050907,
-0.005661762319505215,
0.005457472056150436,
0.021... | industry expert | [
"AI-Driven Career Growth",
"Employee Engagement and Retention",
"Human-AI Collaboration",
"Job Security and Unemployment",
"Labor Market Dynamics and Disruption",
"Transformation and Change in Business and Society",
"Worker Well-Being and Security"
] | The document argues that high employee turnover severely disrupts digital transformation processes, particularly in services companies, by undermining cultural change, process stability, and team continuity. It draws an analogy between employee migration and cultural adaptation, emphasizing that turnover occurs most cr... | 7 | blog | [
"career development",
"digital transformation",
"employee retention",
"human-ai collaboration",
"job displacement",
"labor market disruption",
"worker well-being"
] | [
{
"argument_summary": "High employee turnover disrupts digital transformation by undermining cultural adaptation and process stability during critical transition phases.",
"argument_quote": [
"The moment that comes right after the migration demands much more focus from people, processes, and techs tha... | ||
What did the 2008 crisis cost America? | Lowy Institute | What did the 2008 crisis cost America? | https://www.lowyinstitute.org | [
"Stephen Grenville"
] | Traders at the New York Stock Exchange, 16 September 2008 (Photo: Spencer Platt/Getty) ... As the crisis also worsened income distribution ... | Next month marks the tenth anniversary of the failure of Lehman Brothers – the nadir of the 2008 global financial crisis. Not only was there a substantial fall in GDP in most countries (although not in Australia), but the recovery since then has been slow. GDP just about everywhere is well below the pre-crisis expected... | 2018-08-23T00:00:00 | https://www.lowyinstitute.org/the-interpreter/what-did-2008-crisis-cost-america | [
{
"date": "2018/08/23",
"position": 61,
"query": "financial crisis stock exchange wage distribution"
},
{
"date": "2018/08/23",
"position": 61,
"query": "financial crisis stock exchange wage distribution"
},
{
"date": "2018/08/23",
"position": 85,
"query": "financial cris... | [
-0.00043935628491453826,
0.06825418770313263,
0.060563571751117706,
0.01862570270895958,
-0.0021479639690369368,
0.02583565190434456,
-0.014600147493183613,
0.01994752511382103,
0.005227213259786367,
-0.021509680896997452,
-0.04926798492670059,
0.014179566875100136,
0.007149866316467524,
-... | policy analyst | [
"Antitrust and Market Power",
"Economic Cycles and Disruptions",
"Labor Market Dynamics and Disruption",
"Policy Development and Governance",
"Stock Market Dynamics",
"Wage Transparency and Equity",
"Worker Well-Being and Security"
] | The document analyzes the long-term economic consequences of the 2008 financial crisis, arguing that the recovery has been slow and that GDP in the U.S. is significantly below pre-crisis trends. Researchers at the Federal Reserve Bank of San Francisco estimate that without the crisis's severity, American GDP would have... | 3 | report | [
"economic recession",
"financial crisis stock exchange",
"labor market disruption",
"macroeconomic trends",
"market concentration and monopolies",
"policy analysis",
"wage distribution",
"worker well-being"
] | [
{
"argument_summary": "The 2008 financial crisis led to a prolonged economic downturn with GDP remaining significantly below pre-crisis growth trends, suggesting a permanent reduction in economic potential.",
"argument_quote": [
"GDP just about everywhere is well below the pre-crisis expected trend-li... | ||
37 Marketing AI & Machine Learning Statistics | 37 Marketing AI & Machine Learning Statistics | https://ventureharbour.com | [
"Aaron Brooks",
"Marcus Taylor"
] | 4. 80% of Business and Tech Leaders Say AI Already Boosts Productivity · 5. Current AI Technology Can Boost Business Productivity by up to 40%. | Artificial intelligence (AI) and machine learning are dominating the tech scene right now and you only have to look at how much the likes of Google and Amazon are investing in these technologies to see how big a role they’re going to play in our future lives – both professionally and personally.
However, there’s alway... | 2018-08-07T00:00:00 | 2018/08/07 | https://ventureharbour.com/marketing-ai-machine-learning-statistics/ | [
{
"date": "2023/07/17",
"position": 87,
"query": "AI business leaders"
},
{
"date": "2023/07/17",
"position": 77,
"query": "artificial intelligence business leaders"
}
] | [
-0.0004620328836608678,
0.0060082683339715,
-0.015197384171187878,
-0.00966035295277834,
-0.0019143992103636265,
0.051129184663295746,
0.011957632377743721,
0.012546678073704243,
0.004977438133209944,
-0.07492663711309433,
0.07351292669773102,
0.031808480620384216,
0.004741819575428963,
-0... | industry expert | [
"AI Foundations and Empowerment",
"AI and Productivity in the Workplace",
"AI in Business and Operations",
"AI in Marketing and Sales",
"Future Skills Development",
"Human-AI Collaboration",
"Labor Market Dynamics and Disruption"
] | The document presents 37 statistics on AI and machine learning in marketing, highlighting widespread adoption, productivity gains, and consumer engagement. It emphasizes that AI is already boosting business efficiency by automating repetitive tasks and improving data-driven decision-making. While AI is effective in are... | 9 | blog | [
"ai adoption",
"ai efficiency",
"ai in business",
"ai in marketing",
"ai productivity",
"ai skills readiness",
"human-ai collaboration",
"labor market disruption"
] | [
{
"argument_summary": "61% of marketers consider AI the most critical aspect of their data strategy, indicating strong industry adoption and prioritization.",
"argument_quote": [
"61% of marketers say artificial intelligence is the most critical aspect of their data strategy"
],
"argument_sour... | |
For most U.S. workers, real wages have barely budged in decades | For most U.S. workers, real wages have barely budged in decades | https://www.pewresearch.org | [
"Drew Desilver",
".Wp-Block-Prc-Block-Bylines-Display Background Inherit Box-Sizing Inherit Color Inherit Color Var --Wp--Preset--Color--Text-Color",
"Font-Family Var --Wp--Preset--Font-Family--Sans-Serif",
"Font-Size Font-Weight Gap Important Line-Height",
"Margin-Bottom Text-Transform Uppercase .Wp-Block-... | Average hourly earnings for non-management private-sector workers in July were $22.65, up 3 cents from June and 2.7% above the average wage from ... | On the face of it, these should be heady times for American workers. U.S. unemployment is as low as it’s been in nearly two decades (3.9% as of July) and the nation’s private-sector employers have been adding jobs for 101 straight months – 19.5 million since the Great Recession-related cuts finally abated in early 2010... | 2018-08-07T00:00:00 | 2018/08/07 | https://www.pewresearch.org/short-reads/2018/08/07/for-most-us-workers-real-wages-have-barely-budged-for-decades/ | [
{
"date": "2018/08/07",
"position": 96,
"query": "technology regulation wage distribution"
},
{
"date": "2018/08/07",
"position": 70,
"query": "technology regulation wage distribution"
}
] | [
-0.0001846373052103445,
0.034086886793375015,
0.04931236431002617,
0.006306074094027281,
-0.000958693737629801,
0.03817731514573097,
-0.005737959407269955,
0.00891940202564001,
0.004914192948490381,
0.026701396331191063,
-0.03249616548418999,
0.026701396331191063,
0.009828385896980762,
-0.... | researcher | [
"AI and Economic Impact",
"Economic Inequality and Disparities",
"Fair Labor and Workers' Rights",
"Job Security and Unemployment",
"Labor Market Dynamics and Disruption",
"Wage Transparency and Equity",
"Worker Well-Being and Security"
] | Despite a strong labor market with low unemployment and sustained job growth, U.S. workers have seen minimal real wage increases over the past four decades. After adjusting for inflation, average hourly wages have remained nearly unchanged since 1978, with most wage gains going to the highest-paid workers. This wage st... | 3 | report | [
"ai & economic equity",
"income inequality",
"job displacement",
"labor market disruption",
"labor rights & unions",
"wage distribution",
"worker well-being"
] | [
{
"argument_summary": "Real average wages in the U.S. have not increased significantly since 1978, despite strong job growth and low unemployment.",
"argument_quote": [
"after adjusting for inflation, today’s average hourly wage has just about the same purchasing power it did in 1978",
"in real ... | |
The Us Stock Market At Sector Level: Inflation News, 1990-2013 | The Us Stock Market At Sector Level: Inflation News, 1990-2013 | https://ideas.repec.org | [
"Francisco Jareño",
"Marta Tolentino",
"María De La O González",
"Author",
"Listed"
] | ... financial crisis (January 2008 – March 2011). In addition, this study evidences that inflation news would especially affect the US sector stock returns two ... | This study analyses the US stock market at sector level from January 1990 to April 2013, taking into account the state of the economy. In concrete, this paper focuses on the recession periods, such as July 1990 – February 1991, April – November 2001 and January 2008 – March 2011, according to the NBER classification. M... | 2018-08-06T00:00:00 | 2018/08/06 | https://ideas.repec.org/a/eaa/aeinde/v18y2018i1_5.html | [
{
"date": "2023/10/01",
"position": 55,
"query": "financial crisis stock exchange inflation rate"
},
{
"date": "2024/01/01",
"position": 52,
"query": "financial crisis stock exchange inflation rate"
}
] | [
-0.0002471996995154768,
0.04287660866975784,
0.01891615055501461,
0.030724413692951202,
-0.0006126253283582628,
0.006248061545193195,
0.005904131568968296,
0.013126662001013756,
0.0025794750545173883,
0.011578977108001709,
-0.04585733264684677,
0.06786885112524033,
0.006248061545193195,
-0... | researcher | [
"AI Foundations and Empowerment",
"AI Governance and Accountability",
"AI in Finance and Banking",
"Antitrust and Market Power",
"Economic Cycles and Disruptions",
"Employment Trends by Sector",
"Inflation and Price Dynamics",
"Stock Market Dynamics"
] | This scientific paper analyzes U.S. stock market sector performance from 1990 to 2013, focusing on economic downturns such as the 1990–1991 recession, the 2001 dot-com crash, and the 2008–2011 financial crisis. It finds that certain sectors exhibit high volatility during economic turbulence, particularly during the glo... | 2 | scientific paper | [
"ai adoption",
"ai in finance",
"ai regulation",
"economic recession",
"employment rate",
"financial crisis stock exchange",
"inflation rate",
"market concentration and monopolies"
] | [
{
"argument_summary": "Certain sectors of the U.S. stock market show significant volatility during periods of economic turbulence, particularly during the global financial crisis (January 2008 – March 2011).",
"argument_quote": [
"some sectors of the US stock market show significant volatility in peri... | |
FLSA – The White Collar Exemption Rules - Horton Group | FLSA – The White Collar Exemption Rules | https://www.thehortongroup.com | [
"Margaret Bastick"
] | The Fair Labor Standards Act (FLSA) regulates minimum wage and overtime payment provisions for employees. Most employers and employees in the United States are ... | Highlights
White Collar Exemptions Apply to:
Executive, administrative and professional employees
Outside sales personnel
Certain computer employees
Certain highly compensated employees
Qualifications
To qualify for a white collar exemption, an employee must meet:
A salary basis test;
A salary level test; and
... | 2018-07-24T00:00:00 | 2018/07/24 | https://www.thehortongroup.com/resources/flsa-the-white-collar-exemption-rules/ | [
{
"date": "2025/01/01",
"position": 76,
"query": "labor regulation blue collar workers"
}
] | [
-0.00024575082352384925,
-0.027581077069044113,
0.008661825209856033,
0.014303409494459629,
-0.0009331407491117716,
0.046272385865449905,
0.021768534556031227,
-0.03259581699967384,
-0.006866776384413242,
0.016639823094010353,
-0.024047963321208954,
0.0408017560839653,
0.0003472565731499344,... | policy analyst | [
"AI Governance and Accountability",
"AI in Hiring and Employment",
"Fair Labor and Workers' Rights",
"HR Technology and Strategy",
"Job Security and Unemployment",
"Labor Market Dynamics and Disruption",
"Worker Well-Being and Security"
] | This report outlines the U.S. Fair Labor Standards Act (FLSA) white collar exemptions, which determine which employees are exempt from minimum wage and overtime requirements. It details the three key tests—salary basis, salary level, and duties—that employees must meet to qualify for exemptions, including executive, ad... | 5 | report | [
"ai in hr",
"ai regulation",
"hr automation",
"job displacement",
"labor market disruption",
"labor rights & unions",
"worker well-being"
] | [
{
"argument_summary": "Employees must meet a salary basis test, meaning they must be paid a fixed salary not subject to reduction based on work quality or quantity.",
"argument_quote": [
"The salary basis test is used to make sure the employee is paid a predetermined and fixed salary that is not subje... | |
Creative and science-oriented workers and innovation policy in ... | Creative and science-oriented workers and innovation policy in Germany | https://cepr.org | [] | Poverty, Employment, and the High-Technology Multiplier in US Cities ... Regulation and growth: Lessons from nearly 50 years of product market ... | "Creative, innovative and open-minded... Discover the city of opportunities". Under this slogan, Berlin launched its branding campaign in 2008. The aim of the campaign was to burnish Germany’s capital image as a colourful, diverse, and tolerant metropolis, capable of attracting both tourists and, more importantly, entr... | 2018-07-21T00:00:00 | https://cepr.org/voxeu/columns/creative-and-science-oriented-workers-and-innovation-policy-germany | [
{
"date": "2018/07/21",
"position": 95,
"query": "technology regulation creative workers"
},
{
"date": "2018/07/21",
"position": 98,
"query": "technology regulation creative workers"
},
{
"date": "2018/07/21",
"position": 98,
"query": "technology regulation creative worke... | [
-0.000500169990118593,
0.05446627363562584,
-0.02221650630235672,
-0.030338671058416367,
-0.002135053975507617,
0.03153310716152191,
0.00859993789345026,
-0.01958874799311161,
0.00042551776277832687,
-0.040849704295396805,
0.006002040114253759,
0.050644081085920334,
0.006987449713051319,
-... | researcher | [
"AI Foundations and Empowerment",
"AI Governance and Accountability",
"AI Talent Recruitment and Management",
"AI Tools and Technologies",
"AI and Economic Impact",
"AI and Legal Systems",
"AI and Productivity in the Workplace",
"AI in Business and Operations",
"AI in Education",
"AI in Energy and... | This scientific paper examines the geographic distribution and innovation impact of creative and science-based (STEM) workers in Germany. It finds that while creative workers are concentrated in urban areas, STEM workers are more evenly distributed and located in economically strong regions. Firms employing more STEM w... | 8 | scientific paper | [
"ai & economic equity",
"ai & global economy",
"ai adoption",
"ai development",
"ai efficiency",
"ai in education",
"ai in government",
"ai in healthcare",
"ai in hr",
"ai in law & finance",
"ai in manufacturing",
"ai in tech",
"ai productivity",
"ai recruitment",
"ai regulation",
"ai ... | [
{
"argument_summary": "Creative workers are predominantly urban dwellers and concentrated in major German cities like Berlin and Munich, where their share of the workforce exceeds 4%.",
"argument_quote": [
"With few exceptions, German creative workers are, indeed, fundamentally urban dwellers. They co... | ||
In today's geopolitical climate, corporate diplomacy is critical | In today’s geopolitical climate, corporate diplomacy is critical | https://www.hult.edu | [
"Cari Guittard"
] | “True corporate diplomats help guide decisions and find solutions that last beyond political and emotionally charged rhetoric. They bring people together, and ... | If the events of the past months, weeks, and days are any indication, global uncertainty in the markets and the constant shifts in the geopolitical landscape are here to stay. And today’s business leaders, who are increasingly being called upon to act as corporate diplomats, will need to be prepared to address these ri... | 2018-07-19T00:00:00 | 2018/07/19 | https://www.hult.edu/blog/corporate-diplomacy-is-critical/ | [
{
"date": "2023/01/01",
"position": 15,
"query": "geopolitics diplomacy employment rate"
},
{
"date": "2023/01/01",
"position": 2,
"query": "geopolitics diplomacy worker well-being"
},
{
"date": "2023/01/01",
"position": 4,
"query": "geopolitics diplomacy equity in the wo... | [
-0.0005509666516445577,
0.02680867910385132,
-0.013645859435200691,
-0.015940295532345772,
-0.0019321570871397853,
0.024997280910611153,
0.03622794523835182,
-0.001849134685471654,
-0.00012642043293453753,
-0.018838530406355858,
0.032122109085321426,
0.004981342237442732,
0.00038492190651595... | policy analyst | [
"Antitrust and Market Power",
"Economic Cycles and Disruptions",
"Geopolitics and Foreign Policy",
"Labor Law and Compliance",
"Labor Union Movements",
"Taxation and Compliance",
"Transformation and Change in Business and Society",
"Worker Well-Being and Security"
] | The document argues that in today's volatile geopolitical climate, corporate leaders must act as diplomats to navigate global uncertainty and mitigate risks. It emphasizes the role of corporate diplomats in building cross-sector relationships, solving complex problems, and promoting global cooperation beyond political ... | 3 | opinion | [
"corporate taxes",
"digital transformation",
"economic recession",
"geopolitics diplomacy",
"labor regulation",
"market concentration and monopolies",
"worker organization labor unions",
"worker well-being"
] | [
{
"argument_summary": "Corporate diplomacy is essential in today's geopolitical climate as businesses must engage with governments, NGOs, and competitors to manage global uncertainty and mitigate risks.",
"argument_quote": [
"In a time when geopolitics is being driven by increased nationalism, the fai... | |
Surviving the Digital Transformation Through Creatives – Here's How | Surviving the Digital Transformation Through Creatives – Here’s How | https://blogdotadmediadotcom.wordpress.com | [] | Today's workforce is packed with creative technologists, consultants, business strategists and inventors whose days are spent thinking up ... | Digital transformation, while two steps forward for marketing and mankind, has been arguably a giant step back for brands. The seismic cultural shift initiated by digital media and personal devices opened the door for an explosion of new entertainment channels, technologies and consumption behaviors.
But it also meant... | 2018-07-17T00:00:00 | 2018/07/17 | https://blogdotadmediadotcom.wordpress.com/2018/07/17/surviving-digital-transformation-creatives-heres/ | [
{
"date": "2018/07/17",
"position": 89,
"query": "digital transformation creative workers"
}
] | [
-0.0003225969267077744,
0.03051050193607807,
-0.02511954866349697,
-0.05918578431010246,
-0.0008064923458732665,
0.02557835355401039,
-0.0223667211830616,
-0.0111833605915308,
0.0037564621306955814,
-0.03418093919754028,
0.0006595315062440932,
-0.006853392813354731,
0.005907108541578054,
-... | industry expert | [
"AI and Gender Equity",
"AI in Education",
"AI-Driven Career Growth",
"Creativity and Innovation in Work",
"Human-AI Collaboration",
"Transformation and Change in Business and Society",
"Worker Well-Being and Security"
] | The blog argues that while digital transformation has expanded creative opportunities, it has also intensified competition and media fragmentation, requiring creatives to adapt through innovation and deeper learning. It emphasizes that the most valuable aspect of digital transformation is the renewed focus on humanity,... | 8 | blog | [
"ai & equity (gender/race)",
"ai in education",
"career development",
"creative labor",
"creative workers",
"digital transformation",
"human-ai collaboration",
"worker well-being"
] | [
{
"argument_summary": "Digital transformation has expanded creative opportunities but also intensified competition for consumer attention due to media fragmentation and the loss of linear consumer journeys.",
"argument_quote": [
"Digital transformation, while two steps forward for marketing and mankin... | |
Retraining and reskilling workers in the age of automation | Retraining and reskilling workers in the age of automation | https://www.voced.edu.au | [
"Illanes"
] | ... automation, and advances in artificial intelligence (AI) disrupt the world of work. The kinds of skills companies require will shift, with profound ... | By 2030, according to a McKinsey Global Institute report published in 2017, 'Jobs lost, jobs gained: workforce transitions in a time of automation' [available in VOCEDplus at TD/TNC 130.485], as many as 375 million workers - or roughly 14 per cent of the global workforce - may need to switch occupational categories as ... | 2018-07-14T00:00:00 | 2018/07/14 | https://www.voced.edu.au/content/ngv%3A83089 | [
{
"date": "2023/01/01",
"position": 77,
"query": "reskilling AI automation"
},
{
"date": "2023/02/01",
"position": 72,
"query": "reskilling AI automation"
},
{
"date": "2023/04/01",
"position": 73,
"query": "reskilling AI automation"
},
{
"date": "2023/05/01",
... | [
-0.0003752317279577255,
0.0449838787317276,
-0.0323321633040905,
-0.0534183569252491,
-0.0012959223240613937,
0.0730988010764122,
0.0062672849744558334,
-0.024483412504196167,
0.007438740227371454,
-0.02670917846262455,
0.017337536439299583,
0.02952066995203495,
0.00562298484146595,
-0.028... | policy analyst | [
"AI Foundations and Empowerment",
"AI and Economic Impact",
"AI-Driven Career Growth",
"Future Skills Development",
"Job Security and Unemployment",
"Labor Market Dynamics and Disruption",
"Skills and Education Development",
"Worker Well-Being and Security"
] | The document highlights that by 2030, up to 375 million workers—14% of the global workforce—may need to switch occupational categories due to automation and AI-driven disruptions. It emphasizes that while the scale of workforce transition is well-documented, there has been insufficient public and corporate investment i... | 10 | report | [
"ai & economic equity",
"ai adoption",
"ai skills readiness",
"career development",
"job displacement",
"labor market disruption",
"upskilling & reskilling",
"worker well-being"
] | [
{
"argument_summary": "By 2030, up to 375 million workers may need to switch occupational categories due to automation and AI, representing 14% of the global workforce.",
"argument_quote": [
"By 2030, according to a McKinsey Global Institute report published in 2017, 'Jobs lost, jobs gained: workforce... | |
What is the difference between geopolitics and international relations? | The heart of the internet | https://www.reddit.com | [] | Being Canadian has determined what languages I speak (English and French as opposed to let's say Portuguese), how I talk, eat, work, play and ... | I know that international relations is one countries interaction with another and geopolitics is the effect of geography on politics . Some news agencies use international relations and geopolitics interchangeably or categorise international relations events as geopolitical and this is making me confused . Is internati... | 2018-07-11T00:00:00 | https://www.reddit.com/r/geopolitics/comments/8y2ove/what_is_the_difference_between_geopolitics_and/ | [
{
"date": "2018/07/11",
"position": 71,
"query": "geopolitics diplomacy equity in the workplace"
},
{
"date": "2018/07/11",
"position": 63,
"query": "geopolitics diplomacy equity in the workplace"
},
{
"date": "2018/07/11",
"position": 66,
"query": "geopolitics diplomacy ... | [
-0.0002222066541435197,
0.04122428223490715,
0.00719697680324316,
-0.0071394010446965694,
-0.0008348493138328195,
0.026254570111632347,
0.026254570111632347,
-0.026600025594234467,
0.009269705973565578,
-0.03523639589548111,
0.044448528438806534,
-0.013472740538418293,
0.0002500949485693127,... | user | [
"Economic Cycles and Disruptions",
"Geopolitics and Foreign Policy",
"Labor Law and Compliance",
"Worker Well-Being and Security"
] | The document is a forum post seeking clarification on the distinction between international relations and geopolitics, with the author expressing confusion over their interchangeable use in news media. The post asks whether the two terms are synonymous and what elements define a geopolitical event, requesting examples ... | 1 | forum | [
"economic recession",
"geopolitics diplomacy",
"international relations",
"labor regulation",
"worker well-being"
] | [
{
"argument_summary": "The user is confused about whether international relations and geopolitics are synonymous or distinct terms, and seeks clarification on their definitions and usage in media.",
"argument_quote": [
"I know that international relations is one countries interaction with another and ... | ||
Five Organizations Working for the Working Class | Five Organizations Working for the Working Class — Lavender Rights Project | https://www.lavenderrightsproject.org | [
"Lavender Rights Project"
] | ... blue-collar workers. Learn more about each organization below: Fair Work Center. Fair Work Center serves as a hub for workers to understand ... | The Lavender Rights Project and ANEW have the privilege of welcoming a variety of organizations to our collaborative community event, Town Hall Meeting: LGBTQ+ in the Trades on Saturday, July 14.
Each organization will share information about the services and resources they can offer to LGBTQ+ folks in the trades befo... | 2018-07-09T00:00:00 | https://www.lavenderrightsproject.org/blog/five-orgs-working-for-the-working-class | [
{
"date": "2018/07/09",
"position": 80,
"query": "worker organization labor unions blue collar workers"
},
{
"date": "2018/07/09",
"position": 79,
"query": "worker organization labor unions blue collar workers"
},
{
"date": "2018/07/09",
"position": 55,
"query": "worker o... | [
-0.0003806548484135419,
0.006176663562655449,
-0.03056730143725872,
-0.00606174860149622,
-0.001055778469890356,
0.08963344246149063,
0.03194627910852432,
0.005113702733069658,
-0.008331313729286194,
0.009480459615588188,
0.019765323027968407,
0.039300814270973206,
0.0026717660948634148,
0... | policy analyst | [
"AI in Energy and Engineering",
"Creativity and Innovation in Work",
"Fair Labor and Workers' Rights",
"Human-AI Collaboration",
"Labor Market Dynamics and Disruption",
"Worker Rights and Labor Laws",
"Worker Well-Being and Security",
"Workers and Labor Force Diversity"
] | The document highlights efforts by five organizations to support LGBTQ+ individuals in blue-collar trades, focusing on legal rights, workplace safety, and access to resources. It emphasizes the importance of inclusive labor support systems for non-traditional workers in physically demanding industries. While the docume... | 4 | opinion | [
"ai in manufacturing",
"blue collar workers",
"creative labor",
"human-ai collaboration",
"labor market disruption",
"labor rights & unions",
"worker rights",
"worker well-being"
] | [
{
"argument_summary": "The Fair Work Center provides multilingual resources and workshops to help LGBTQ+ workers understand their legal rights and workplace safety standards.",
"argument_quote": [
"Providing resources outlining employee rights in various languages",
"Conducting know your rights ... | ||
Frequently Asked Questions About Labor Unions in California - UELG | Frequently Asked Questions About Labor Unions in California | https://californialaborlaw.info | [] | The National Labor Relation Act restricts employers from denying employees to form and join trade unions to help them collectively bargain. | Frequently Asked Questions About Labor Unions in California
The National Labor Relation Act restricts employers from denying employees to form and join trade unions to help them collectively bargain to improve their conditions and terms of their employment. Similarly, workers unions should not interfere or coerce work... | 2018-07-09T00:00:00 | 2018/07/09 | https://californialaborlaw.info/frequently-asked-questions-labor-unions-california/ | [
{
"date": "2024/07/01",
"position": 38,
"query": "worker organization labor unions worker rights"
}
] | [
-0.000298710772767663,
-0.008982916362583637,
0.00613256823271513,
0.013647123239934444,
-0.0010005010990425944,
0.08384055644273758,
-0.008810168132185936,
0.004865746479481459,
0.008407088927924633,
0.007888843305408955,
-0.0024904562160372734,
-0.015547355636954308,
0.005268826149404049,
... | industry expert | [
"Employment Trends by Sector",
"Fair Labor and Workers' Rights",
"Human-Centric Workplaces",
"Labor Law and Compliance",
"Labor Market Dynamics and Disruption",
"Labor Union Movements",
"Worker Rights and Labor Laws",
"Worker Well-Being and Security"
] | This blog addresses common questions about labor unions in California, emphasizing workers' rights to form and join unions for collective bargaining. It outlines prohibited employer actions, such as threatening job loss or offering benefits to dissuade union activity. The document explains the process of union formatio... | 2 | blog | [
"employment rate",
"equity in the workplace",
"labor market disruption",
"labor regulation",
"labor rights & unions",
"worker organization labor unions",
"worker rights",
"worker well-being"
] | [
{
"argument_summary": "Employers are prohibited from engaging in conduct that discourages union formation, such as threatening job loss or offering benefits to dissuade union involvement.",
"argument_quote": [
"Threatening workers that they will lose their benefits if they join a trade union",
"... | |
An Overview of the Latest Healthcare IT Legislation in the USA | An Overview of the Latest Healthcare IT Legislation in the USA | https://paxerahealth.com | [] | In the US, legislation concerning healthcare information technology use is managed by the Office of the National Coordinator for Health Information ... | An Overview of the Latest Healthcare IT Legislation in the USA
In the US, legislation concerning healthcare information technology use is managed by the Office of the National Coordinator for Health Information Technology (ONC).
The goal of this legislation is to improve the quality of healthcare by establishing prog... | 2018-07-07T00:00:00 | 2018/07/07 | https://paxerahealth.com/blog/an-overview-of-the-latest-healthcare-it-legislation-in-the-usa/ | [
{
"date": "2023/07/01",
"position": 59,
"query": "technology regulation healthcare workers"
},
{
"date": "2024/07/01",
"position": 65,
"query": "technology regulation healthcare workers"
}
] | [
-0.0003056760469917208,
0.035674192011356354,
-0.010241946205496788,
0.047642309218645096,
-0.0011076261289417744,
0.0626024529337883,
-0.01576569303870201,
0.0021289438009262085,
-0.0006113520939834416,
0.009666555561125278,
0.043959811329841614,
-0.001560745993629098,
0.0011651652166619897... | policy analyst | [
"AI Foundations and Empowerment",
"AI Governance and Accountability",
"AI in Healthcare",
"Digital Health Innovation",
"Healthcare Workforce and Nursing",
"Labor Market Dynamics and Disruption"
] | The document outlines key provisions of the 21st Century Cures Act related to healthcare information technology, focusing on improving the interoperability and secure exchange of electronic health records. It highlights the establishment of the Trusted Exchange Network to streamline data sharing among healthcare provid... | 6 | report | [
"ai adoption",
"ai efficiency",
"ai in healthcare",
"ai regulation",
"healthcare it regulation",
"healthcare workers",
"labor market disruption"
] | [
{
"argument_summary": "The 21st Century Cures Act promotes interoperability of health information technology to enable seamless exchange of electronic health records across providers.",
"argument_quote": [
"Section 4003 defines the interoperability of health information technology. Interoperability en... | |
wellness | Labor Law Education Center: Learn About Labor Laws in ... | Labor Law Education Center: Learn About Labor Laws in Your State | https://www.laborlawcenter.com | [] | The U.S. retail industry currently employs over 15 million workers and is poised for continued growth. Despite the rise of online retail, the ... | The North Carolina Department of Labor (NCDOL) has released updated versions of two essential workplace posters: the “Wage & Hour Notice to Employees” and “OSH Notice to Employees.” These revised posters, published in June 2025, must be prominently displayed in all North Carolina workplaces to maintain compliance with ... | 2018-05-12T00:00:00 | https://www.laborlawcenter.com/education-center/3-tips-to-improve-workplace-wellness/attachment/wellness/?srsltid=AfmBOoo9X6SQE0jYQl9WIOyZNz9QMTmDbXIOCNRfh38YvqYRAMqdP9cB | [
{
"date": "2018/05/12",
"position": 58,
"query": "labor regulation worker well-being"
}
] | [
-0.0002958248951472342,
-0.006464856211096048,
0.013333765789866447,
0.04987175017595291,
-0.0009884880855679512,
0.06926631927490234,
0.008138792589306831,
-0.009581840597093105,
0.003925091587007046,
0.03070806711912155,
-0.012641103006899357,
0.04663931950926781,
0.0076192948035895824,
... | government official | [
"Employment Trends by Sector",
"Fair Labor and Workers' Rights",
"Labor Law and Compliance",
"Labor Market Dynamics and Disruption",
"Wage Transparency and Equity",
"Worker Rights and Labor Laws",
"Worker Well-Being and Security"
] | The North Carolina Department of Labor has updated two key workplace posters to ensure compliance with current labor laws, focusing on wage and hour requirements and occupational safety standards. These updates reflect ongoing efforts to protect worker rights and improve workplace conditions. The requirement for employ... | 3 | report | [
"employment rate",
"labor law",
"labor market disruption",
"labor regulation",
"labor rights & unions",
"wage distribution",
"worker rights",
"worker well-being"
] | [
{
"argument_summary": "The North Carolina Department of Labor has released updated workplace posters to ensure compliance with current wage and hour laws and occupational safety standards.",
"argument_quote": [
"The North Carolina Department of Labor (NCDOL) has released updated versions of two essent... | ||
'Digital transformation to create more jobs than to destroy' | ‘Digital transformation to create more jobs than to destroy’ | https://www.themanufacturer.com | [] | Recent investments in these new technologies have led to a 1% increase in employment levels between 2011 and 2016, which is equivalent to an ... | Digital transformation in Germany is creating more jobs than it is destroying, but still poses many challenges for establishments and workers alike, a new study has shown.
To ensure that the German economy remains competitive in this arena, the government needs to take action, the study ‘Digitalisation and the Future ... | 2018-04-12T00:00:00 | https://www.themanufacturer.com/articles/digital-transformation-creating-jobs-destroying/ | [
{
"date": "2018/04/12",
"position": 74,
"query": "digital transformation employment rate"
}
] | [
-0.00028259181999601424,
0.06860964745283127,
-0.011843331158161163,
-0.06580924987792969,
-0.0012251721927896142,
0.03033759817481041,
0.0012689284048974514,
-0.056474607437849045,
-0.002975418232381344,
-0.03313799202442169,
0.0007693789666518569,
0.0161022637039423,
0.009101279079914093,
... | researcher | [
"AI Foundations and Empowerment",
"AI and Economic Impact",
"Job Security and Unemployment",
"Labor Market Dynamics and Disruption",
"Skills and Education Development",
"Worker Well-Being and Security"
] | A study by the Centre for European Economic Research (ZEW) finds that digital transformation in Germany has created more jobs than it has eliminated, despite displacing routine-based roles. While digital technologies have a labor-saving effect, they have generated net employment growth, particularly in analytical and i... | 10 | report | [
"ai & economic equity",
"ai adoption",
"ai efficiency",
"job displacement",
"labor market disruption",
"labor market structure",
"upskilling & reskilling",
"worker well-being"
] | [
{
"argument_summary": "Digital transformation in Germany has resulted in net job creation, with overall employment increasing due to digital technology adoption.",
"argument_quote": [
"Though these technologies have a labour-saving effect, up until now they have created more new jobs than they have re... | ||
AI and jobs: 4 key steps governments can take to limit ... - AI for Good | AI and jobs: 4 key steps governments can take to limit job displacement | https://aiforgood.itu.int | [] | A number of high-profile studies have predicted high levels of job displacement as a consequence of automation across developed economies. | News items about advances in artificial intelligence (AI) are coming thick and fast these days. As AI systems become better at sorting data, finding patterns, and making predictions, these algorithms are undertaking an ever-increasing range of tasks, from filtering email spam, to delivering takeaways, to tackling more ... | 2018-04-10T00:00:00 | 2018/04/10 | https://aiforgood.itu.int/ai-and-jobs-4-key-steps-governments-can-take-to-limit-job-displacement/ | [
{
"date": "2022/12/01",
"position": 25,
"query": "robotics job displacement"
},
{
"date": "2023/01/01",
"position": 25,
"query": "robotics job displacement"
},
{
"date": "2023/02/01",
"position": 26,
"query": "robotics job displacement"
},
{
"date": "2023/04/01",
... | [
-0.0005547548062168062,
0.054216038435697556,
-0.0285473819822073,
-0.0323856845498085,
-0.0019791251979768276,
0.02422928996384144,
0.011574883945286274,
-0.032625578343868256,
-0.0016867545200511813,
-0.06621073186397552,
-0.013733929954469204,
0.03430483862757683,
0.004498011898249388,
... | policy analyst | [
"AI Foundations and Empowerment",
"AI and Economic Impact",
"Future Skills Development",
"Geopolitics and Foreign Policy",
"Job Security and Unemployment",
"Labor Law and Compliance",
"Labor Market Dynamics and Disruption",
"Skills and Education Development"
] | The document analyzes the potential for AI-driven automation to displace jobs, particularly in former industrial regions of the UK, and highlights significant disparities in risk across geographic, demographic, and socioeconomic groups. It argues that while automation may create new opportunities, its uneven impact cou... | 10 | report | [
"ai & economic equity",
"ai adoption",
"ai skills readiness",
"geopolitics diplomacy",
"job displacement",
"labor market disruption",
"labor regulation",
"upskilling & reskilling"
] | [
{
"argument_summary": "A significant proportion of jobs in the UK are at high risk of automation by 2030, with regional variation ranging from 22% to 39%, and the highest risks in former industrial areas like the Midlands and North of England.",
"argument_quote": [
"Although the overall figure for the... | |
Companies have monopoly power over workers' wages. That's ... - Vox | Companies have monopoly power over workers’ wages. That’s killing the economy. | https://www.vox.com | [
"Suresh Naidu",
"Eric Posner",
"Glen Weyl"
] | More and more companies have monopoly power over workers' wages. That's killing the economy. The trend can explain slow growth, “missing” workers, and stagnant ... | Our current economic expansion has lasted almost nine years, yet wages have hardly budged, especially for less skilled workers. Inflation-adjusted wages for the average worker have risen only by 3 percent since the 1970s — and have actually declined for the bottom fifth.
For a long time, the conventional wisdom was th... | 2018-04-06T00:00:00 | 2018/04/06 | https://www.vox.com/the-big-idea/2018/4/6/17204808/wages-employers-workers-monopsony-growth-stagnation-inequality | [
{
"date": "2023/01/01",
"position": 37,
"query": "market concentration and monopolies worker well-being"
},
{
"date": "2018/04/06",
"position": 24,
"query": "market concentration and monopolies worker well-being"
},
{
"date": "2018/04/06",
"position": 89,
"query": "market... | [
-0.0004352188261691481,
0.0701683908700943,
0.01647534780204296,
-0.031291309744119644,
-0.0016445715446025133,
0.07775416225194931,
0.024061119183897972,
-0.0003259511140640825,
0.011023074388504028,
-0.014045529998838902,
-0.04266996681690216,
0.004355892539024353,
0.008948840200901031,
... | policy analyst | [
"AI Governance and Accountability",
"AI and Economic Impact",
"Antitrust and Market Power",
"Fair Labor and Workers' Rights",
"Job Security and Unemployment",
"Labor Law and Compliance",
"Labor Market Dynamics and Disruption",
"Worker Well-Being and Security"
] | The document argues that employers have significant labor market power, suppressing wages and reducing economic output, particularly for less skilled workers. It challenges the traditional view of competitive labor markets, showing that employer dominance—through monopolistic practices, noncompete agreements, and geogr... | 5 | report | [
"ai & economic equity",
"ai regulation",
"job displacement",
"labor market disruption",
"labor regulation",
"labor rights & unions",
"market concentration and monopolies",
"worker well-being"
] | [
{
"argument_summary": "Wages have stagnated for decades, especially for less skilled workers, despite a long economic expansion, indicating a lack of competitive labor markets.",
"argument_quote": [
"Our current economic expansion has lasted almost nine years, yet wages have hardly budged, especially ... | |
The Tax Cuts and Jobs Act Takeaways for Healthcare Finance ... | The Tax Cuts and Jobs Act Takeaways for Healthcare Finance Leaders | https://www.grayreed.com | [] | First, the lower corporate tax rate, which is now at 21 percent, applies to the UBTI of a tax-exempt entity as well as regular income of a ... | The Tax Cuts and Jobs Act of 2017 (TCJA) has many taxpayers wondering what its exact effects will be. For healthcare organizations and professionals, there are several important changes.
Individual Tax Rate and Deduction Changes
Prior law provided for graduated personal tax rates ranging from 10 percent to 39.6 perce... | 2018-04-01T00:00:00 | https://www.grayreed.com/mobile/NewsResources/Thought-Leadership/138205/The-Tax-Cuts-and-Jobs-Act-Takeaways-for-Healthcare-Finance-Leaders | [
{
"date": "2018/04/01",
"position": 33,
"query": "corporate taxes healthcare workers"
},
{
"date": "2018/04/01",
"position": 35,
"query": "corporate taxes healthcare workers"
}
] | [
-0.0003653232706710696,
0.012211201712489128,
-0.0010272456565871835,
-0.03148290887475014,
-0.0014974636724218726,
0.013368661515414715,
0.016667421907186508,
0.02963097207248211,
-0.012269075028598309,
0.019098088145256042,
-0.02465389482676983,
0.0026476895436644554,
-0.002647689543664455... | policy analyst | [
"AI Foundations and Empowerment",
"AI Governance and Accountability",
"AI and Economic Impact",
"AI in Healthcare",
"Economic Cycles and Disruptions",
"Future Skills Development",
"Healthcare Workforce and Nursing",
"Human-Centric Workplaces",
"Labor Market Dynamics and Disruption",
"Stock Market ... | The Tax Cuts and Jobs Act (TCJA) introduces significant tax changes affecting healthcare organizations, including reduced corporate and individual tax rates, limitations on deductions, and a new excise tax on high compensation for tax-exempt hospitals. These changes may increase tax burdens for some healthcare provider... | 5 | report | [
"ai & economic equity",
"ai adoption",
"ai efficiency",
"ai in healthcare",
"ai regulation",
"ai skills readiness",
"corporate taxes",
"digital transformation",
"economic recession",
"equity in the workplace",
"financial crisis stock exchange",
"healthcare workers",
"labor market disruption"... | [
{
"argument_summary": "The TCJA reduces individual and corporate tax rates but limits itemized deductions, potentially increasing the tax burden for healthcare professionals despite lower rates.",
"argument_quote": [
"the TCJA slashes other deductions, such as portfolio expenses, interest deductions f... | ||
11.2: The Great Depression as Regulatory Failure | 11.2: The Great Depression as Regulatory Failure | https://biz.libretexts.org | [] | We will address only two of the more egregious cases, the Great Depression of the 1930s and the Savings and Loan (S&L) Crisis of the 1980s. | Learning Objectives How did the government exacerbate the Great Depression?
Time again, government regulators have either failed to stop financial crises or have exacerbated them. Examples are too numerous to discuss in detail here, so we will address only two of the more egregious cases, the Great Depression of the 1... | 2018-03-22T00:00:00 | 2018/03/22 | https://biz.libretexts.org/Bookshelves/Finance/Book%3A_Finance_Banking_and_Money/11%3A_The_Economics_of_Financial_Regulation/11.02%3A_The_Great_Depression_as_Regulatory_Failure | [
{
"date": "2023/01/30",
"position": 29,
"query": "financial crisis stock exchange worker rights"
}
] | [
-0.00028992275474593043,
0.030151966959238052,
-0.013626369647681713,
0.0026817854959517717,
-0.00114519486669451,
0.011596910655498505,
-0.02319382131099701,
0.029920028522610664,
0.013858308084309101,
-0.016583582386374474,
-0.05102640762925148,
0.04012531042098999,
0.004667756613343954,
... | policy analyst | [
"AI Governance and Accountability",
"Antitrust and Market Power",
"Economic Cycles and Disruptions",
"Job Security and Unemployment",
"Labor Law and Compliance",
"Labor Market Dynamics and Disruption",
"Stock Market Dynamics",
"Worker Well-Being and Security"
] | The document argues that government regulatory failures, particularly by the Federal Reserve and financial authorities during the 1930s, exacerbated the Great Depression rather than preventing it. It highlights key mistakes such as allowing a stock market bubble to grow, raising interest rates after the crash instead o... | 3 | report | [
"ai regulation",
"financial crisis stock exchange",
"job displacement",
"labor market disruption",
"labor regulation",
"macroeconomic trends",
"market concentration and monopolies",
"worker well-being"
] | [
{
"argument_summary": "The stock market crash of 1929 did not initiate the Great Depression but accelerated its onset by increasing economic uncertainty and deteriorating balance sheets, leading to bank panics and reduced economic activity.",
"argument_quote": [
"The stock market crash of 1929 did not... | |
Economist predicts job loss to machines, but sees long-term hope | Economist predicts job loss to machines, but sees long-term hope | https://phys.org | [
"Rich Barlow",
"Boston University"
] | BU economist Pascual Restrepo says that interpretation is too gloomy, although his recent research, posted online by the National Bureau of ... | Credit: Boston University
Are we bumping up against the "Robocalypse," when automation sweeps industry and replaces human workers with machines? BU economist Pascual Restrepo says that interpretation is too gloomy, although his recent research, posted online by the National Bureau of Economic Research, reveals that th... | 2018-03-19T00:00:00 | https://phys.org/news/2018-03-economist-job-loss-machines-long-term.html | [
{
"date": "2018/03/19",
"position": 80,
"query": "robotics job displacement"
},
{
"date": "2018/03/19",
"position": 81,
"query": "robotics job displacement"
},
{
"date": "2018/03/19",
"position": 75,
"query": "robotics job displacement"
},
{
"date": "2018/03/19",
... | [
-0.0007032781722955406,
0.06801481544971466,
0.030631670728325844,
-0.05226138234138489,
-0.0025786864571273327,
0.061763450503349304,
0.002859997795894742,
-0.008251797407865524,
-0.00007081620424287394,
-0.028881289064884186,
-0.048260509967803955,
0.01262774970382452,
0.004969832487404346... | researcher | [
"AI Foundations and Empowerment",
"AI and Economic Impact",
"Fair Labor and Workers' Rights",
"Job Security and Unemployment",
"Labor Market Dynamics and Disruption",
"Skills and Education Development",
"Worker Well-Being and Security"
] | Economist Pascual Restrepo argues that while automation leads to short-term job losses—such as one industrial robot eliminating nearly six human jobs—it does not signal the end of human employment. He emphasizes that historical transitions, like the shift from agriculture to manufacturing and services, have always invo... | 10 | report | [
"ai & economic equity",
"ai adoption",
"ai efficiency",
"job displacement",
"labor market disruption",
"labor rights & unions",
"upskilling & reskilling",
"worker well-being"
] | [
{
"argument_summary": "The adoption of one industrial robot in a community leads to the elimination of nearly six human jobs, based on empirical data from 19 industries between 1990 and 2007.",
"argument_quote": [
"the adoption of just one industrial robot eliminates nearly six jobs in a community",
... | ||
Recent stock market sell-off foreshadows a new Great Recession | Recent stock market sell-off foreshadows a new Great Recession | https://theconversation.com | [
"Robert H. Scott Iii",
"Steven Pressman"
] | ... creative ways to lend people money they ultimately couldn't pay back. At around the same time, the Federal Reserve began to lift interest ... | In early February, concerns about inflation and rising interest rates sent global financial markets into a frenzy, prompting the biggest single-day drop ever in the Dow Jones Industrial Average. Stocks have since recovered some of their losses.
A similar episode occurred exactly 10 years earlier, though few may rememb... | 2018-03-19T00:00:00 | 2018/03/19 | https://theconversation.com/recent-stock-market-sell-off-foreshadows-a-new-great-recession-92471 | [
{
"date": "2018/03/19",
"position": 42,
"query": "financial crisis stock exchange creative workers"
},
{
"date": "2018/03/19",
"position": 93,
"query": "financial crisis stock exchange creative workers"
}
] | [
-0.00047539296792820096,
0.04449527710676193,
0.03631776571273804,
-0.003682886017486453,
-0.0020143131259828806,
0.007004999555647373,
0.0006689323927275836,
0.04257115721702576,
0.0038482402451336384,
0.011304205283522606,
-0.0942818820476532,
0.002074441872537136,
0.00332211353816092,
-... | policy analyst | [
"Antitrust and Market Power",
"Economic Cycles and Disruptions",
"Employment Trends by Sector",
"Inflation and Price Dynamics",
"Labor Law and Compliance",
"Stock Market Dynamics",
"Wage Transparency and Equity",
"Worker Well-Being and Security"
] | The document argues that current economic conditions—particularly rising household debt, stagnant real incomes, and unaffordable housing—mirror those that preceded the 2008 financial crisis. It warns that the Federal Reserve's increasing interest rates, driven by inflation concerns, will further strain households alrea... | 3 | opinion | [
"economic recession",
"employment rate",
"financial crisis stock exchange",
"inflation rate",
"labor regulation",
"market concentration and monopolies",
"wage distribution",
"worker well-being"
] | [
{
"argument_summary": "The 2008 financial crisis was preceded by a sell-off in auction rate securities, which served as an early warning sign of economic instability due to unsustainable household debt and housing market bubbles.",
"argument_quote": [
"In the mid-2000s, the U.S. economy seemed to be r... | |
Personal Taxes vs. Business Taxes | Personal Taxes vs. Business Taxes | https://rueassociates.com | [] | Tax Rates Vary Greatly. Each business structure may be subjected to different tax rates. For example, the tax rates used for someone who is self-employed is ... | Filing taxes is a requirement whether you are an individual or a business owner. While there are some similarities between personal and business taxes, such as reporting all earned income, deductions for charitable donations, and “pay as you go” provisions, there are also significant differences.
Differences in Paymen... | 2018-03-19T00:00:00 | 2018/03/19 | https://rueassociates.com/blog/personal-taxes-vs-business-taxes/ | [
{
"date": "2025/03/19",
"position": 38,
"query": "corporate taxes employment rate"
}
] | [
-0.00011130672646686435,
-0.030289452522993088,
0.013349795714020729,
-0.024007195606827736,
-0.0003032450913451612,
0.010208667255938053,
0.039937201887369156,
0.02580212615430355,
-0.003645952558144927,
0.017164023593068123,
-0.009086836129426956,
0.01110613252967596,
-0.000715167610906064... | industry expert | [
"AI Foundations and Empowerment",
"AI Governance and Accountability",
"AI in Government Governance",
"AI in Hiring and Employment",
"Equity and Economic Justice",
"Labor Market Dynamics and Disruption",
"Taxation Systems and Policies",
"Worker Well-Being and Security"
] | The document compares personal and business tax requirements, highlighting key differences such as payment frequency, tax forms, and deductions. While it does not directly discuss artificial intelligence, it touches on labor-related financial obligations, including employee compensation and business operations. The emp... | 2 | blog | [
"ai adoption",
"ai in government",
"ai in hr",
"ai regulation",
"economic equity",
"labor market disruption",
"taxation",
"worker well-being"
] | [
{
"argument_summary": "Business taxpayers must make quarterly tax payments, unlike individual taxpayers who pay annually on April 15.",
"argument_quote": [
"While an individual taxpayer who works for an employer files their taxes one time annually, business taxes must be paid on a quarterly basis."
... | |
Labor and the Trades - Oregon Office of Economic Analysis | Oregon Office of Economic Analysis | https://oregoneconomicanalysis.com | [] | Now, one issue the classic blue collar occupations do face is that fewer young adults are working in these jobs. The relative decline is seen ... | In recent months, I have had numerous conversations and given presentations that focus on multifamily and nonresidential construction. This work includes the issue of finding workers for the trades in a tight labor market. Below are a few thoughts. All of the data is U.S. data in large part due to sample size concerns.... | 2018-03-14T00:00:00 | 2018/03/14 | https://oregoneconomicanalysis.com/2018/03/14/labor-and-the-trades/ | [
{
"date": "2018/03/14",
"position": 87,
"query": "economic recession blue collar workers"
}
] | [
-0.0006004212773405015,
0.008451499976217747,
0.002933704061433673,
-0.012950859032571316,
-0.0020520726684480906,
0.07539467513561249,
0.020551128312945366,
0.028698617592453957,
-0.0044081564992666245,
0.020429523661732674,
-0.042804718017578125,
0.07539467513561249,
-0.0000475016859127208... | policy analyst | [
"AI-Driven Career Growth",
"Job Security and Unemployment",
"Labor Force Demographics and Trends",
"Labor Market Dynamics and Disruption",
"Skills and Education Development",
"Worker Well-Being and Security",
"Workers and Labor Force Diversity"
] | The report analyzes the tightening labor market in the U.S., particularly in classic blue-collar occupations such as construction, installation, maintenance, and production. It highlights that while the labor shortage affects all industries, blue-collar trades face a relative decline in young workers, especially among ... | 3 | report | [
"blue collar workers",
"career development",
"demographics and labor supply",
"job displacement",
"labor market disruption",
"labor market tightness",
"upskilling & reskilling",
"worker well-being"
] | [
{
"argument_summary": "The labor market is tightening due to a combination of a strong economy and Baby Boomer retirements, affecting all industries equally, including classic blue-collar occupations.",
"argument_quote": [
"The labor market is getting tighter, due to both the strong economy and due to... | |
AI futures of work | CEDEFOP - European Union | AI futures of work | https://www.cedefop.europa.eu | [] | ... jobs and skills. While there is concern about AI's potential negative consequences on employment, employee well-being and individual rights, its potential ... | Image copyright © Shutterstock/everything possible
After decades of disruption following earlier waves of digital technology breakthroughs, recent fast-paced developments in artificial intelligence (AI) technologies are expected to markedly transform labour markets, organisations, jobs and skills. While there is conce... | 2018-03-13T00:00:00 | 2018/03/13 | https://www.cedefop.europa.eu/en/projects/digitalisation-and-future-work | [
{
"date": "2025/04/14",
"position": 94,
"query": "AI employment"
}
] | [
-0.0002734271693043411,
0.04666490480303764,
-0.07594484090805054,
-0.01000779215246439,
-0.0006540806498378515,
0.043691158294677734,
0.028822440654039383,
-0.03248243406414986,
0.006176237016916275,
-0.0519261434674263,
0.032939933240413666,
0.0468936525285244,
0.00723420362919569,
-0.01... | policy analyst | [
"AI Foundations and Empowerment",
"Future Skills Development",
"Future of Work Transformation",
"Job Security and Unemployment",
"Labor Market Dynamics and Disruption",
"Skills and Education Development",
"Transformation and Change in Business and Society",
"Worker Well-Being and Security"
] | This report by Cedefop explores the impact of artificial intelligence on labor markets across Europe, focusing on AI adoption, skill gaps, and workforce transformation. It presents findings from a comprehensive European AI skills survey and sectoral foresight studies in automotive manufacturing, geriatric nursing, and ... | 10 | report | [
"ai adoption",
"ai skills readiness",
"digital transformation",
"job displacement",
"labor market disruption",
"upskilling & reskilling",
"vet in the future of work",
"worker well-being"
] | [
{
"argument_summary": "A first-of-its-kind European AI skills survey was conducted in 2024 to assess adult workers' use of AI, identify skill gaps, and evaluate employer support for AI adoption.",
"argument_quote": [
"Cedefop carried out in 2024 a first European AI skills survey, as a follow-up to the... | |
labor Millennials, White-Collar Workers Bringing New Life to Unions | Millennials, White-Collar Workers Bringing New Life to Unions | https://portside.org | [
"Katie Johnston",
"Katie Johnston Can Be Reached At"
] | The ranks of organized labor have been shrinking for decades, and an upcoming Supreme Court decision involving the ability of public-sector ... | Director Joey Frangieh said having union backing “is something that allows us to be more free.”,Jonathan Wiggs/Globe Staff
The ranks of organized labor have been shrinking for decades, and an upcoming Supreme Court decision involving the ability of public-sector unions to collect fees from nonmembers is expected to fu... | 2018-03-13T00:00:00 | 2018/03/13 | https://portside.org/2018-03-13/millennials-white-collar-workers-bringing-new-life-unions | [
{
"date": "2018/03/13",
"position": 96,
"query": "worker organization labor unions white collar workers"
},
{
"date": "2018/03/13",
"position": 61,
"query": "worker organization labor unions white collar workers"
}
] | [
-0.0007383108604699373,
0.01933032087981701,
0.010549554601311684,
0.027416206896305084,
-0.0026531813200563192,
0.06873002648353577,
-0.0011133885709568858,
0.02236252836883068,
-0.01579274609684944,
-0.0009159792680293322,
0.0031269637402147055,
0.05154752358794212,
0.004200870171189308,
... | journalist | [
"AI and Gender Equity",
"Creativity and Innovation in Work",
"Fair Labor and Workers' Rights",
"Job Security and Unemployment",
"Labor Market Dynamics and Disruption",
"Labor Union Movements",
"Skills and Education Development",
"Worker Well-Being and Security"
] | The document highlights a resurgence of union activity among millennials and white-collar professionals, particularly in public-sector jobs like teaching, law, and healthcare. It argues that younger workers are increasingly recognizing the value of unions in securing job security, fair wages, and workplace equity, chal... | 4 | opinion | [
"ai & equity (gender/race)",
"creative labor",
"job displacement",
"labor market disruption",
"labor rights & unions",
"upskilling & reskilling",
"worker organization labor unions",
"worker well-being"
] | [
{
"argument_summary": "Millennials and white-collar professionals are driving a resurgence in union membership, particularly in public-sector jobs such as teaching, law, and healthcare.",
"argument_quote": [
"Last year, a third of the 262,000 new union members nationwide were in professional or techni... | |
Millennials, white-collar workers bringing new life to unions | Millennials, white-collar workers bringing new life to unions | https://btu.org | [] | The ranks of organized labor have been shrinking for decades, and an upcoming Supreme Court decision involving the ability of public-sector ... | The ranks of organized labor have been shrinking for decades, and an upcoming Supreme Court decision involving the ability of public-sector unions to collect fees from nonmembers is expected to further sap the movement of much-needed funds.
But signs of life are flashing in unexpected places.
Millennials and professi... | 2018-03-12T00:00:00 | https://btu.org/media-watch/millennials-white-collar-workers-bringing-new-life-to-unions/ | [
{
"date": "2018/03/12",
"position": 80,
"query": "worker organization labor unions white collar workers"
}
] | [
-0.0006800761912018061,
0.027140511199831963,
0.028516298159956932,
0.023763582110404968,
-0.002501429757103324,
0.07254146039485931,
-0.00008207815699279308,
0.021262152120471,
-0.018885793164372444,
-0.003986653406172991,
-0.023388367146253586,
0.05903374031186104,
0.00559694878757,
0.01... | journalist | [
"Creativity and Innovation in Work",
"Fair Labor and Workers' Rights",
"Human-AI Collaboration",
"Labor Market Dynamics and Disruption",
"Labor Union Movements",
"Worker Well-Being and Security",
"Workers and Labor Force Diversity",
"other"
] | The document highlights a resurgence of union activity among millennials and white-collar workers, particularly in New England, as a counterpoint to decades of declining union membership. It notes that professionals such as doctors, lawyers, and teachers are increasingly engaging in unionization, signaling a shift in l... | 4 | blog | [
"creative labor",
"human-ai collaboration",
"labor market disruption",
"labor rights & unions",
"millennials",
"white collar workers",
"worker organization labor unions",
"worker well-being"
] | [
{
"argument_summary": "Millennials and white-collar professionals are driving a resurgence in union membership, particularly in New England.",
"argument_quote": [
"But signs of life are flashing in unexpected places.",
"Millennials and professionals are bringing new energy to the movement, espec... | ||
What would happen if the minimum wage laws were repealed ... | What would happen if the minimum wage laws were repealed? Would businesses pay their employees a penny an hour? | https://www.econ.iastate.edu | [] | ... technology. As with most policies, there ... Boosting the minimum wage can also mean slightly higher wages further up the wage distribution ... | Question: What would happen if the minimum wage laws were repealed? Would businesses pay their employees a penny an hour?
If raising the minimum wage to $10.10 would be good for the economy, wouldn't raising it to $20 be better? If not, at what point are the good economic effects of a minimum wage outweighed by the ... | 2018-03-09T00:00:00 | https://www.econ.iastate.edu/ask-an-economist/what-would-happen-if-minimum-wage-laws-were-repealed-would-businesses-pay-their | [
{
"date": "2018/03/09",
"position": 65,
"query": "technology regulation wage distribution"
},
{
"date": "2018/03/09",
"position": 69,
"query": "technology regulation wage distribution"
},
{
"date": "2018/03/09",
"position": 65,
"query": "technology regulation wage distrib... | [
-0.00012318174412939698,
0.05991560220718384,
0.03739093989133835,
-0.038742419332265854,
-0.0006264671683311462,
0.05360869690775871,
0.03288600593805313,
0.013458485715091228,
0.009741916321218014,
0.014246849343180656,
-0.02759271115064621,
0.002182076685130596,
0.006391372997313738,
-0... | researcher | [
"AI Governance and Accountability",
"AI and Economic Impact",
"Economic Cycles and Disruptions",
"Fair Labor and Workers' Rights",
"Job Security and Unemployment",
"Labor Market Dynamics and Disruption",
"Wage Transparency and Equity",
"Worker Well-Being and Security"
] | The document analyzes the economic effects of repealing minimum wage laws, arguing that while such a repeal would not significantly impact most workers' wages due to market forces, it could lead to job losses, especially among low-skill, youth, and minority workers. It highlights that minimum wage increases may reduce ... | 5 | report | [
"ai & economic equity",
"ai regulation",
"economic recession",
"job displacement",
"labor market disruption",
"labor rights & unions",
"wage distribution",
"worker well-being"
] | [
{
"argument_summary": "Repealing minimum wage laws would not significantly reduce wages for most workers because market forces and supply-demand dynamics naturally drive wages above the federal minimum.",
"argument_quote": [
"Through supply and demand, competitive market forces drive up the wage rates... | ||
The Seven Capacities of States: a Meta-Geopolitical Framework | The Seven Capacities of States: a Meta-Geopolitical Framework | https://gjia.georgetown.edu | [
"Becky Twaalfhoven"
] | Another important requirement for diplomacy is to strive to be impartial and promote justice at every level – one way of doing so would be by ... | Power remains one of the key concepts of international politics. Yet, while references to power are ubiquitous, defining power and its components is more complicated. The capacity of a state in international politics has long been assessed in terms of its military prowess and physical resources. Very frequently, geopol... | 2018-03-08T00:00:00 | 2018/03/08 | https://gjia.georgetown.edu/2018/03/08/seven-capacities-of-states-a-meta-geopolitical-framework/ | [
{
"date": "2018/03/08",
"position": 76,
"query": "geopolitics diplomacy employment rate"
},
{
"date": "2018/03/08",
"position": 86,
"query": "geopolitics diplomacy equity in the workplace"
},
{
"date": "2018/03/08",
"position": 70,
"query": "geopolitics diplomacy employme... | [
-0.0004088050627615303,
0.03883829712867737,
0.011337527073919773,
-0.022907618433237076,
-0.0011192174861207604,
0.02895430102944374,
-0.0022965760435909033,
0.011453809216618538,
0.015116702765226364,
-0.026396088302135468,
0.03883829712867737,
-0.04139650985598564,
0.007035080809146166,
... | policy analyst | [
"AI and Economic Impact",
"AI in Government Governance",
"Antitrust and Market Power",
"Economic Cycles and Disruptions",
"Labor Law and Compliance",
"Labor Market Dynamics and Disruption",
"Worker Well-Being and Security"
] | The document proposes a comprehensive framework, Meta-Geopolitics, to assess state power through seven capacities: social and health issues, domestic politics, economics, environment, science and human potential, military and security, and international diplomacy. While AI is not directly discussed, its mention in the ... | 6 | report | [
"ai & economic equity",
"ai in government",
"economic recession",
"labor market disruption",
"labor regulation",
"macroeconomic trends",
"market concentration and monopolies",
"worker well-being"
] | [
{
"argument_summary": "Social and health issues, including demographic trends and aging populations, affect state stability by impacting tax revenues and increasing pressure on social services, which in turn can lead to social tension and political instability.",
"argument_quote": [
"Increased life ex... | |
Blue-Collar Trump Voters Are Shrugging at Their Tax Cuts | Blue-Collar Trump Voters Are Shrugging at Their Tax Cuts | https://www.nytimes.com | [
"Michael Tackett"
] | A Chinese-owned auto glass company has replaced it, with roughly the same number of jobs, but at half the pay. That kind of downward mobility ... | DAYTON, Ohio — At Slyder’s Tavern, Matt Kazee, a machinist, drank a couple of beers as he waited for burgers to take home for dinner. His tab was about equal to the increase in his take-home pay after President Trump’s tax cut found its way into the nation’s paychecks.
“I have seen a little uptick in my paycheck, abou... | 2018-03-07T00:00:00 | 2018/03/07 | https://www.nytimes.com/2018/03/07/us/politics/tax-cut-offers-working-class.html | [
{
"date": "2018/03/07",
"position": 61,
"query": "corporate taxes blue collar workers"
},
{
"date": "2018/03/07",
"position": 67,
"query": "corporate taxes blue collar workers"
},
{
"date": "2018/03/07",
"position": 63,
"query": "corporate taxes blue collar workers"
},
... | [
-0.0002545963798183948,
0.044438641518354416,
0.057656291872262955,
-0.034639351069927216,
-0.0011893034679815173,
0.035095132887363434,
0.024840062484145164,
0.014357100240886211,
-0.007691303733736277,
0.007862221449613571,
-0.04512231424450874,
0.04876856133341789,
0.0034468434751033783,
... | journalist | [
"Antitrust and Market Power",
"Economic Cycles and Disruptions",
"Employment Trends by Sector",
"Labor Market Dynamics and Disruption",
"Taxation and Economic Equity",
"Wage Transparency and Equity",
"Worker Rights and Labor Laws",
"Worker Well-Being and Security"
] | The article reports that blue-collar workers in Ohio, particularly those in manufacturing, received only modest increases in take-home pay from President Trump’s tax cuts, with many describing the gains as negligible—equivalent to a few dollars per paycheck. These workers, who were key to Trump’s electoral victory, are... | 3 | news | [
"economic recession",
"employment rate",
"labor market disruption",
"market concentration and monopolies",
"tax policy",
"wage distribution",
"worker rights",
"worker well-being"
] | [
{
"argument_summary": "Blue-collar workers in Ohio received only small increases in take-home pay from the Trump tax cuts, with one machinist reporting a gain of about $30 per paycheck.",
"argument_quote": [
"I have seen a little uptick in my paycheck, about what I expected, about 30 bucks",
"My... | |
Reskilling Our Workforce for the Age of Automation | Reskilling Our Workforce for the Age of Automation | https://www.roboticstomorrow.com | [] | Advanced technologies such as AI and machine learning haven't been integrated into higher education quickly enough, and it's creating a skills ... | Technology is rapidly outpacing many traditional educational institutions, as they are prone to being slowed by bureaucracy and arent agile enough to embrace the necessary changes needed to provide employable graduates to todays workforce. Reskilling Our Workforce for the Age of Automation P.K. Agarwal | Northeastern U... | 2018-03-06T00:00:00 | https://www.roboticstomorrow.com/article/2018/02/reskilling-our-workforce-for-the-age-of-automation/11455 | [
{
"date": "2018/03/06",
"position": 80,
"query": "reskilling AI automation"
},
{
"date": "2018/03/06",
"position": 69,
"query": "reskilling AI automation"
}
] | [
-0.0006798949907533824,
0.03182685747742653,
-0.05196728929877281,
-0.01815125346183777,
-0.0024864731822162867,
0.08652926236391068,
-0.024118788540363312,
0.0012665472459048033,
-0.0030925509054213762,
-0.023124199360609055,
0.029340382665395737,
0.024118788540363312,
0.004289166070520878,... | industry expert | [
"AI Foundations and Empowerment",
"AI in Education",
"AI-Driven Career Growth",
"Future Skills Development",
"Human-AI Collaboration",
"Job Security and Unemployment",
"Labor Market Dynamics and Disruption",
"Skills and Education Development"
] | The article argues that traditional education systems are failing to keep pace with rapid AI and automation advancements, creating a significant skills gap in the workforce. It emphasizes the need for reskilling and upskilling, particularly in areas like AI, machine learning, and cognitive skills, to prepare workers fo... | 10 | opinion | [
"ai adoption",
"ai in education",
"ai skills readiness",
"career development",
"human-ai collaboration",
"job displacement",
"labor market disruption",
"upskilling & reskilling"
] | [
{
"argument_summary": "There is a significant skills gap in AI and machine learning due to the slow integration of these technologies into higher education, resulting in a shortage of qualified graduates.",
"argument_quote": [
"Advanced technologies such as AI and machine learning haven’t been integra... | ||
Does Lowering the Corporate Tax Rate Spur Economic Growth? | Does Lowering the Corporate Tax Rate Spur Economic Growth? | https://insight.kellogg.northwestern.edu | [] | Rebelo and his coauthor Nir Jaimovich from the University of Zurich conclude that cutting the corporate tax rate can, indeed, spur growth—but ... | When Republicans passed a major reduction of the corporate income tax rate in December 2017, they touted it as a way to spur economic growth. Yet critics balked at the idea that corporations would invest in jobs or boost wages. The question that underlies this debate is: Just how much can lower corporate taxes improve ... | 2018-03-05T00:00:00 | 2018/03/05 | https://insight.kellogg.northwestern.edu/article/does-lowering-the-corporate-tax-rate-spur-economic-growth | [
{
"date": "2018/03/05",
"position": 36,
"query": "corporate taxes employment rate"
},
{
"date": "2018/03/05",
"position": 33,
"query": "corporate taxes employment rate"
},
{
"date": "2018/03/05",
"position": 34,
"query": "corporate taxes employment rate"
},
{
"dat... | [
-0.000430091138696298,
0.0435728095471859,
0.051771990954875946,
-0.00849201250821352,
-0.001713043893687427,
0.010658939369022846,
0.013470088131725788,
0.055051665753126144,
-0.009604758583009243,
-0.02658878266811371,
-0.04146444797515869,
-0.027408702298998833,
-0.000018301750969840214,
... | researcher | [
"AI Governance and Accountability",
"Antitrust and Market Power",
"Economic Cycles and Disruptions",
"Equity and Economic Justice",
"Labor Market Dynamics and Disruption",
"Taxation and Compliance",
"Worker Well-Being and Security"
] | The document analyzes the impact of lowering corporate tax rates on economic growth, concluding that such cuts have a significant effect only when the original tax rate is exceptionally high. It argues that while moderate tax changes have little impact due to the presence of highly productive 'extraordinary entrepreneu... | 3 | report | [
"ai regulation",
"corporate taxes",
"economic equity",
"economic recession",
"labor market disruption",
"macroeconomic trends",
"market concentration and monopolies",
"worker well-being"
] | [
{
"argument_summary": "Lowering corporate tax rates has a limited impact on economic growth unless the original rate is extremely high, as the effect is nonlinear and depends on the baseline tax level.",
"argument_quote": [
"What that means, is that a small tax rate change has a small impact, but a la... | |
Cybersecurity Jobs Report: 3.5 Million Unfilled Positions In ... | Cybersecurity Jobs Report: 3.5 Million Unfilled Positions In 2025 | https://cybersecurityventures.com | [
"Cybercrime Magazine"
] | Global cybersecurity job vacancies grew by 350 percent, from one million ... AI is now a weapon for cybercriminals. Defenders need more than just ... | Cybersecurity Jobs Report: 3.5 Million Unfilled Positions In 2025
While tech firms are firing, our industry is hiring Download Report
– Steve Morgan, Editor-in-Chief
Sausalito, Calif. – Apr. 14, 2023
Global cybersecurity job vacancies grew by 350 percent, from one million openings in 2013 to 3.5 million in 2021, ac... | 2018-02-23T00:00:00 | 2018/02/23 | https://cybersecurityventures.com/jobs/ | [
{
"date": "2025/02/23",
"position": 48,
"query": "AI unemployment rate"
}
] | [
0,
0.04027698189020157,
-0.04590225964784622,
-0.03555174916982651,
0.00025137956254184246,
0.028351396322250366,
0.0067503321915864944,
-0.011588070541620255,
0.014963236637413502,
-0.0362267829477787,
0.01676332578063011,
-0.006890964228659868,
0.0077628823928534985,
-0.01755086518824100... | industry expert | [
"AI Foundations and Empowerment",
"AI Tools and Technologies",
"Future Skills Development",
"Job Security and Unemployment",
"Labor Market Dynamics and Disruption",
"Skills and Education Development",
"Worker Well-Being and Security",
"other"
] | The document reports a significant shortage of cybersecurity professionals, with 3.5 million unfilled positions globally as of 2023, despite widespread layoffs in major tech companies. It highlights a paradox where while large tech firms are reducing workforces, the cybersecurity sector is experiencing strong hiring de... | 8 | press release | [
"ai adoption",
"ai in tech",
"ai skills readiness",
"job displacement",
"labor market demand",
"labor market disruption",
"upskilling & reskilling",
"worker well-being"
] | [
{
"argument_summary": "Global cybersecurity job vacancies have surged to 3.5 million in 2023, up from 1 million in 2013, indicating a persistent and growing labor shortage.",
"argument_quote": [
"Global cybersecurity job vacancies grew by 350 percent, from one million openings in 2013 to 3.5 million i... | |
Economic disruption and runaway AI: what can governments do? | Economic disruption and runaway AI: what can governments do? | https://oxfordinsights.com | [
"André Petheram"
] | How to manage the transition in the economy? AI is forecast to cause significant economic disruption, especially through changes to the labour market. | Short-term action
Governments around the world are grappling with the same questions on AI: What is it? What can it do? What does it mean for our country? There are three pressing questions that governments need to answer in the short-term:
How to manage the transition in the economy? AI is forecast to cause signific... | 2018-02-15T00:00:00 | 2018/02/15 | https://oxfordinsights.com/insights/economic-disruption-and-runaway-ai-what-can-governments-do/ | [
{
"date": "2023/02/01",
"position": 36,
"query": "AI economic disruption"
},
{
"date": "2023/04/01",
"position": 37,
"query": "AI economic disruption"
},
{
"date": "2023/07/01",
"position": 37,
"query": "AI economic disruption"
},
{
"date": "2023/09/01",
"posi... | [
-0.0004525010590441525,
0.053428370505571365,
-0.027541615068912506,
-0.01187953818589449,
-0.001883881981484592,
0.024704711511731148,
0.002142454031854868,
0.002260658424347639,
0.004462214652448893,
-0.04042589291930199,
0.013357092626392841,
-0.023640872910618782,
0.008747122250497341,
... | policy analyst | [
"AI Foundations and Empowerment",
"AI Governance and Accountability",
"AI and Economic Impact",
"AI in Government Governance",
"Economic Cycles and Disruptions",
"Job Security and Unemployment",
"Labor Market Dynamics and Disruption",
"Worker Well-Being and Security"
] | The document addresses how governments must respond to the economic and social disruptions caused by AI, particularly through labor market changes and job displacement. It highlights three key short-term challenges: managing economic transitions, ensuring AI development aligns with national values to avoid reliance on ... | 9 | report | [
"ai & economic equity",
"ai adoption",
"ai in government",
"ai regulation",
"job displacement",
"labor market disruption",
"macroeconomic trends",
"worker well-being"
] | [
{
"argument_summary": "Governments must develop comprehensive strategies to manage economic disruption caused by AI, particularly in the labor market, including preparing for potential job losses.",
"argument_quote": [
"AI is forecast to cause significant economic disruption, especially through change... | |
Do Higher Corporate Taxes Reduce Wages? Micro Evidence from ... | Do Higher Corporate Taxes Reduce Wages? Micro Evidence from Germany | https://www.aeaweb.org | [
"Fuest",
"Ifo Institute",
"U Munich",
"Cesifo",
"Peichl",
"Siegloch",
"U Mannheim",
"Iza",
"Clemens Fuest",
"Andreas Peichl"
] | Using event study designs and difference-in-differences models, we find that workers bear about one-half of the total tax burden. Administrative linked employer ... | Abstract This paper estimates the incidence of corporate taxes on wages using a 20-year panel of German municipalities exploiting 6,800 tax changes for identification. Using event study designs and difference-in-differences models, we find that workers bear about one-half of the total tax burden. Administrative linked ... | 2018-02-06T00:00:00 | 2018/02/06 | https://www.aeaweb.org/articles?id=10.1257/aer.20130570 | [
{
"date": "2023/04/01",
"position": 54,
"query": "corporate taxes worker rights"
},
{
"date": "2023/10/01",
"position": 59,
"query": "corporate taxes worker rights"
},
{
"date": "2024/01/01",
"position": 95,
"query": "corporate taxes worker rights"
},
{
"date": "2... | [
-0.00039089733036234975,
0.0512038990855217,
0.011339676566421986,
-0.04629393666982651,
-0.001804703613743186,
0.03203166276216507,
0.0353049710392952,
-0.00035071163438260555,
0.0028349191416054964,
-0.008709338493645191,
-0.05424340069293976,
0.05541243776679039,
0.0028056930750608444,
... | researcher | [
"Economic Cycles and Disruptions",
"Job Security and Unemployment",
"Labor Law and Compliance",
"Labor Market Dynamics and Disruption",
"Taxation and Compliance",
"Wage Transparency and Equity",
"Worker Rights and Labor Laws",
"Worker Well-Being and Security"
] | This scientific paper uses micro-level data from German municipalities to estimate how corporate taxes affect wages. It finds that workers bear approximately half of the corporate tax burden, with low-skilled, young, and female workers facing a disproportionately larger share. The study highlights the role of labor mar... | 3 | scientific paper | [
"corporate taxes",
"economic recession",
"job displacement",
"labor market institutions",
"labor regulation",
"wage distribution",
"worker rights",
"worker well-being"
] | [
{
"argument_summary": "Corporate taxes are partially borne by workers, with workers bearing about half of the total tax burden.",
"argument_quote": [
"we find that workers bear about one-half of the total tax burden"
],
"argument_source_name": "",
"argument_source_title": "",
"argument... | |
The Question with AI Isn't Whether We'll Lose Our Jobs | The Question with AI Isn’t Whether We’ll Lose Our Jobs — It’s How Much We’ll Get Paid | https://hbr.org | [
"Lori G. Kletzer",
"Is A Professor Of Economics At Colcollege"
] | With robotics, artificial intelligence, and machine learning, what we call automation seems poised to take on a greater share of high- ... | The Question with AI Isn’t Whether We’ll Lose Our Jobs — It’s How Much We’ll Get Paid
The basic fact is that technology eliminates jobs, not work. It is the continuous obligation of economic policy to match increases in productive potential with increases in purchasing power and demand. Otherwise the potential created... | 2018-01-31T00:00:00 | 2018/01/31 | https://hbr.org/2018/01/the-question-with-ai-isnt-whether-well-lose-our-jobs-its-how-much-well-get-paid | [
{
"date": "2018/01/31",
"position": 95,
"query": "robotics job displacement"
}
] | [
-0.00036032163188792765,
0.06227528303861618,
0.0035410288255661726,
-0.022124113515019417,
-0.0020046320278197527,
0.005794411059468985,
0.039799995720386505,
-0.03277646750211716,
0.006994263734668493,
-0.03652234748005867,
-0.03675646334886551,
0.010301174595952034,
0.007491763681173325,
... | policy analyst | [
"AI Foundations and Empowerment",
"AI and Economic Impact",
"AI and Gender Equity",
"AI and Productivity in the Workplace",
"Economic Cycles and Disruptions",
"Job Security and Unemployment",
"Labor Market Dynamics and Disruption",
"Worker Well-Being and Security"
] | The article argues that while artificial intelligence will disrupt labor markets and displace certain jobs, the central economic question is not whether workers will lose their jobs, but whether they will be adequately compensated. It draws on historical economic principles to emphasize that technological progress must... | 10 | opinion | [
"ai & economic equity",
"ai & equity (gender/race)",
"ai efficiency",
"ai productivity",
"job displacement",
"labor market disruption",
"macroeconomic trends",
"worker well-being"
] | [
{
"argument_summary": "Technology does not eliminate work but rather shifts it; the real issue is whether the gains from AI-driven productivity are translated into higher wages and demand.",
"argument_quote": [
"The basic fact is that technology eliminates jobs, not work.",
"It is the continuous... | |
AI's Surprising Impact: Job Creation vs. Elimination? | AI's Surprising Impact: Job Creation vs. Elimination? | https://www.talentintelligence.com | [] | ... Jobs — Instead of Eliminating Them? New report predicts AI technology will establish more than 2 million jobs two years from now. | New report predicts AI technology will establish more than 2 million jobs two years from now
Although job creation and elimination will vary by industry leading up to that point, research and advisory company Gartner is speculating artificial intelligence will create more jobs than it replaces by 2020 — eliminating 1.... | 2018-01-18T00:00:00 | 2018/01/18 | https://www.talentintelligence.com/could-artificial-intelligence-actually-create-jobs-instead-of-eliminating-them/ | [
{
"date": "2023/07/26",
"position": 29,
"query": "AI job creation vs elimination"
},
{
"date": "2023/07/26",
"position": 33,
"query": "AI job creation vs elimination"
},
{
"date": "2023/07/26",
"position": 33,
"query": "AI job creation vs elimination"
},
{
"date":... | [
-0.00029366594390012324,
0.017295662313699722,
-0.027096539735794067,
-0.023406798020005226,
-0.0012179029872640967,
0.0371280238032341,
0.016027314588427544,
0.025136364623904228,
-0.0003783426363952458,
-0.04542994126677513,
0.014297747984528542,
0.009916179813444614,
0.005246351007372141,... | researcher | [
"AI Foundations and Empowerment",
"AI and Productivity in the Workplace",
"AI in Education",
"AI in Healthcare",
"AI in Public and Social Services",
"Future Skills Development",
"Job Security and Unemployment",
"Labor Market Dynamics and Disruption"
] | A report by Gartner predicts that artificial intelligence will create more jobs than it eliminates by 2020, with 2.3 million new positions generated versus 1.8 million lost. The sectors most likely to see job growth include healthcare, public sector, and education. AI is expected to generate $2.9 trillion in business v... | 10 | report | [
"ai adoption",
"ai in education",
"ai in healthcare",
"ai in public sector",
"ai productivity",
"ai skills readiness",
"job displacement",
"labor market disruption"
] | [
{
"argument_summary": "Artificial intelligence is expected to create more jobs than it eliminates by 2020, with 2.3 million new positions generated versus 1.8 million lost.",
"argument_quote": [
"Gartner is speculating artificial intelligence will create more jobs than it replaces by 2020 — eliminatin... | |
7 challenges for AI in journalism - The World Economic Forum | 7 challenges for AI in journalism | https://www.weforum.org | [] | As AI begins to penetrate deeper into journalism and other creative activities, we identified 7 key challenges that need to be addressed. | A few weeks ago, Twitter released its latest earnings report. The announcement led to a stock jump for the company, as it appeared to be moving towards profitability. “Twitter is reporting a loss of $21.1 million in its third quarter, but turned in a better-than-expected profit when one-time charges and benefits are re... | 2018-01-15T00:00:00 | https://www.weforum.org/stories/2018/01/can-you-tell-if-this-article-was-written-by-a-robot-7-challenges-for-ai-in-journalism/ | [
{
"date": "2018/01/15",
"position": 75,
"query": "artificial intelligence journalism"
},
{
"date": "2018/01/15",
"position": 74,
"query": "artificial intelligence journalism"
},
{
"date": "2018/01/15",
"position": 75,
"query": "artificial intelligence journalism"
},
{... | [
-0.0005142348818480968,
0.03338119015097618,
0.0003011947264894843,
0.022450026124715805,
-0.0013663956196978688,
0.023978037759661674,
0.0029384850058704615,
-0.022802645340561867,
-0.003599644172936678,
-0.02644636668264866,
0.04442989453673363,
0.05524352192878723,
0.004936655052006245,
... | policy analyst | [
"AI Foundations and Empowerment",
"AI Governance and Accountability",
"AI in Media and Entertainment",
"Future Skills Development",
"Human-AI Collaboration",
"Job Security and Unemployment",
"Labor Market Dynamics and Disruption",
"other"
] | This report outlines how artificial intelligence is transforming journalism by automating routine reporting, enabling faster insights from real-time data, and lowering barriers to entry for content creation. It identifies seven key challenges, including data availability, understanding unstructured data, lack of self-a... | 10 | report | [
"ai adoption",
"ai in creative work",
"ai in journalism",
"ai regulation",
"ai skills readiness",
"human-ai collaboration",
"job displacement",
"labor market disruption"
] | [
{
"argument_summary": "AI is automating routine reporting in journalism, allowing news organizations to expand coverage significantly and improve market liquidity.",
"argument_quote": [
"The Associated Press was able to expand the number of companies it reported on from 300 to 4,000 using AI to genera... | ||
AI will increase the wealth inequality between the rich and poor | Report: AI will increase the wealth inequality between the rich and poor | https://www.artificialintelligence-news.com | [
"Ryan Daws"
] | The report titled “Artificial Intelligence and Its Implications for Income Distribution and Unemployment” was presented last month through the National Bureau ... | Artificial intelligence advancements will increase the disparity of wealth between the rich and poor, according to a new report.
The report titled “Artificial Intelligence and Its Implications for Income Distribution and Unemployment” was presented last month through the National Bureau of Economic Research.
Economis... | 2018-01-11T00:00:00 | 2018/01/11 | https://www.artificialintelligence-news.com/news/ai-wealth-inequality/ | [
{
"date": "2024/07/01",
"position": 90,
"query": "artificial intelligence wage distribution"
},
{
"date": "2025/01/01",
"position": 87,
"query": "artificial intelligence wage distribution"
},
{
"date": "2025/04/01",
"position": 96,
"query": "artificial intelligence wage d... | [
-0.0005200261366553605,
0.05372612550854683,
0.021751949563622475,
-0.0218708124011755,
-0.0018572361441329122,
0.015333341434597969,
-0.027100790292024612,
0.0034916040021926165,
-0.0056757135316729546,
-0.043979350477457047,
-0.011351427063345909,
0.00674548139795661,
0.007607239298522472,... | researcher | [
"AI Governance and Accountability",
"AI and Economic Impact",
"AI and Gender Equity",
"Economic Cycles and Disruptions",
"Job Security and Unemployment",
"Labor Market Dynamics and Disruption",
"Worker Well-Being and Security"
] | A report by economists Anton Korinek and Joseph E. Stiglitz warns that AI advancements will exacerbate wealth inequality by creating a divide between the wealthy, who can access AI-enhanced productivity, and the poor, who lack access to such technologies. They draw parallels to past technological disruptions like the G... | 10 | report | [
"ai & economic equity",
"ai & equity (gender/race)",
"ai & global economy",
"ai regulation",
"job displacement",
"labor market disruption",
"macroeconomic trends",
"worker well-being"
] | [
{
"argument_summary": "AI advancements are likely to increase wealth inequality due to unequal access to technology and AI-driven productivity gains.",
"argument_quote": [
"economic inequality 'is one of the main challenges posed by the proliferation of artificial intelligence and other forms of worke... | |
How Trump's Tax Plan Will Affect Blue Collar Workers | Here's what Trump's tax plan means for blue collar workers, from cashiers to foresters | https://www.businessinsider.com | [
"Áine Cain",
"Senior Retail Reporter",
"Read More",
"Read Less"
] | Career site Zippia provided us with data breaking down how different occupations fare under the finalized tax plan. Business Insider decided to ... | This story is available exclusively to Business Insider subscribers. Become an Insider and start reading now.
• Now that US President Donald Trump has signed Republicans' tax overhaul into law, it's time to figure out what the new tax code will mean for you.
• Career site Zippia broke down how the new tax plan could ... | 2018-01-03T00:00:00 | https://www.businessinsider.com/trump-tax-plan-blue-collar-workers-2018-1 | [
{
"date": "2018/01/03",
"position": 67,
"query": "corporate taxes blue collar workers"
},
{
"date": "2018/01/03",
"position": 75,
"query": "corporate taxes blue collar workers"
},
{
"date": "2018/01/03",
"position": 59,
"query": "corporate taxes blue collar workers"
},
... | [
-0.0003802715218625963,
0.012976089492440224,
0.044291719794273376,
-0.03321878984570503,
-0.0014489967143163085,
0.013149104081094265,
0.010496214963495731,
0.02433737739920616,
-0.012399374507367611,
0.023183947429060936,
-0.0682830661535263,
0.012630061246454716,
-0.0020761743653565645,
... | journalist | [
"Antitrust and Market Power",
"Economic Cycles and Disruptions",
"Employment Trends by Sector",
"Labor Market Dynamics and Disruption",
"Taxation and Compliance",
"Wage Transparency and Equity",
"Worker Rights and Labor Laws",
"Worker Well-Being and Security"
] | The article examines the impact of Trump's tax reform on blue collar workers, noting that while take-home pay may rise slightly for most, the benefits are limited and unevenly distributed. It highlights concerns that the plan disproportionately favors the wealthy, with 8.5 million people expected to face higher taxes i... | 3 | news | [
"corporate taxes",
"economic recession",
"employment rate",
"labor market disruption",
"market concentration and monopolies",
"wage distribution",
"worker rights",
"worker well-being"
] | [
{
"argument_summary": "The new tax plan is expected to increase taxes for 8.5 million people in the short term, raising concerns about its fairness and impact on lower-income workers.",
"argument_quote": [
"8.5 million people may see their taxes increase this year"
],
"argument_source_name": "... | ||
Artificial Intelligence and Its Implications for Income Distribution and ... | Artificial Intelligence and Its Implications for Income Distribution and Unemployment | https://www.nber.org | [
"Anton Korinek",
"Joseph E. Stiglitz",
"Molly Dahl",
"Sophie Shin",
"Sven Sinclair",
"Polina Vlasenko"
] | Inequality is one of the main challenges posed by the proliferation of artificial intelligence (AI) and other forms of worker-replacing ... | Inequality is one of the main challenges posed by the proliferation of artificial intelligence (AI) and other forms of worker-replacing technological progress. This paper provides a taxonomy of the associated economic issues: First, we discuss the general conditions under which new technologies such as AI may lead to a... | 2018-01-01T00:00:00 | 2018/01/01 | https://www.nber.org/papers/w24174 | [
{
"date": "2017/12/29",
"position": 29,
"query": "artificial intelligence wage distribution"
},
{
"date": "2017/12/29",
"position": 29,
"query": "artificial intelligence wage distribution"
},
{
"date": "2017/12/29",
"position": 21,
"query": "artificial intelligence wage d... | [
-0.00041588424937799573,
0.05698530375957489,
0.02005038410425186,
-0.02978244237601757,
-0.0016781938029453158,
0.03400357812643051,
0.004514268133789301,
-0.017939817160367966,
0.018877847120165825,
-0.03963175415992737,
0.006243760231882334,
-0.008383640088140965,
0.007328357081860304,
... | researcher | [
"AI Foundations and Empowerment",
"AI Governance and Accountability",
"AI and Economic Impact",
"AI and Gender Equity",
"Economic Cycles and Disruptions",
"Job Security and Unemployment",
"Labor Market Dynamics and Disruption",
"Worker Well-Being and Security"
] | This paper examines how artificial intelligence contributes to income inequality and unemployment through two primary channels: surplus gains for innovators and changes in factor prices. It argues that even in extreme scenarios where AI dominates human labor, policy interventions like non-distortionary taxation can mit... | 10 | scientific paper | [
"ai & economic equity",
"ai & equity (gender/race)",
"ai efficiency",
"ai regulation",
"job displacement",
"labor market disruption",
"macroeconomic trends",
"worker well-being"
] | [
{
"argument_summary": "New technologies like AI may lead to Pareto improvements under certain conditions, meaning that overall welfare can increase without harming any individual.",
"argument_quote": [
"we discuss the general conditions under which new technologies such as AI may lead to a Pareto impr... | |
More Than a Paycheck - Harvard Business Review | More Than a Paycheck | https://hbr.org | [
"Dennis Campbell",
"John Case",
"Bill Fotsch",
"Founder Of"
] | A good job for a blue-collar worker: a position with a large manufacturer such as General Motors or Goodyear or US Steel. Often unionized, it paid well and ... | Fifty years ago Americans knew exactly what constituted a good job for a blue-collar worker: a position with a large manufacturer such as General Motors or Goodyear or U.S. Steel. Often unionized, it paid well and offered good benefits. It was also secure. Even if you were laid off during a downturn, you would probably... | 2018-01-01T00:00:00 | 2018/01/01 | https://hbr.org/2018/01/more-than-a-paycheck | [
{
"date": "2023/10/01",
"position": 68,
"query": "economic recession blue collar workers"
}
] | [
-0.0003484078333713114,
0.0013864104403182864,
0.02726607210934162,
-0.012535461224615574,
-0.001328643411397934,
0.029345687478780746,
0.031887441873550415,
0.0288835521787405,
0.008607298135757446,
-0.026226265355944633,
-0.09612446278333664,
0.049448639154434204,
0.004245881922543049,
-... | journalist | [
"Economic Cycles and Disruptions",
"Employment Trends by Sector",
"Fair Labor and Workers' Rights",
"Job Security and Unemployment",
"Labor Market Dynamics and Disruption",
"Worker Well-Being and Security",
"Workers and Labor Force Diversity"
] | The article reflects on the historical stability of blue-collar jobs in the mid-20th century, particularly in large manufacturing firms that were often unionized, secure, and well-paid. It contrasts this past model with today's more volatile labor market, where such job security and benefits are less common. The piece ... | 5 | blog | [
"blue collar workers",
"economic recession",
"employment rate",
"job displacement",
"labor market disruption",
"labor rights & unions",
"worker well-being"
] | [
{
"argument_summary": "Fifty years ago, blue-collar workers in the U.S. and other developed economies had stable, well-paying jobs in large manufacturers, often unionized and secure even during economic downturns.",
"argument_quote": [
"Fifty years ago Americans knew exactly what constituted a good jo... | |
What Can Machine Learning Do? Workforce Implications | What Can Machine Learning Do? Workforce Implications | https://ide.mit.edu | [] | We discuss what we see to be key implications for the workforce, drawing on our rubric of what the current generation of ML systems can and ... | MIT IDE Director and Professor, Erik Brynjolfsson, and co-author, Professor Tom Mitchell, of Carnegie Mellon University, have published a new article in Science magazine describing the capabilities–and current limitations– of machine learning, and what it means for the workforce and the economy.
Here is their opening ... | 2017-12-28T00:00:00 | 2017/12/28 | https://ide.mit.edu/insights/what-can-machine-learning-do-workforce-implications/ | [
{
"date": "2017/12/28",
"position": 39,
"query": "machine learning workforce"
},
{
"date": "2017/12/28",
"position": 41,
"query": "machine learning workforce"
},
{
"date": "2017/12/28",
"position": 40,
"query": "machine learning workforce"
},
{
"date": "2017/12/28... | [
-0.00037031693500466645,
0.021376725286245346,
0.004676158539950848,
-0.010223651304841042,
-0.0013215231010690331,
0.06831257790327072,
-0.0007370032835751772,
-0.023235570639371872,
0.0008931172778829932,
-0.059483062475919724,
0.03740926831960678,
0.021725259721279144,
0.00923613924533128... | researcher | [
"AI Foundations and Empowerment",
"AI Tools and Technologies",
"AI and Economic Impact",
"Future Skills Development",
"Human-AI Collaboration",
"Job Security and Unemployment",
"Labor Market Dynamics and Disruption"
] | The document outlines the capabilities and limitations of machine learning (ML) and its complex implications for the workforce and economy. While ML is a general-purpose technology capable of accelerating automation, its effectiveness varies across tasks within jobs, leading to nuanced rather than simple displacement o... | 10 | scientific paper | [
"ai & economic equity",
"ai adoption",
"ai efficiency",
"ai in tech",
"ai skills readiness",
"human-ai collaboration",
"job displacement",
"labor market disruption"
] | [
{
"argument_summary": "Machine learning is a general-purpose technology that accelerates automation and spawns new innovations, similar to historical technologies like the steam engine and electricity.",
"argument_quote": [
"We are now at the beginning of an even larger and more rapid transformation d... | |
What can machine learning do? Workforce implications - PubMed | What can machine learning do? Workforce implications | https://pubmed.ncbi.nlm.nih.gov | [
"Brynjolfsson E Mitchell T",
"Zhang Y",
"Liu X.",
"Et Al.",
"Sanderson K",
"Cocker F.",
"No Authors Listed",
"Anthes E.",
"Richards Ba",
"Frankland Pw."
] | What can machine learning do? Workforce implications · Publication types · MeSH terms. Decision Making; Humans; Machine Learning / statistics & ... | Name of saved search:
Search terms:
Would you like email updates of new search results?
Frequency: Monthly Weekly Daily
Which day? The first Sunday The first Monday The first Tuesday The first Wednesday The first Thursday The first Friday The first Saturday The first day The first weekday
Which day? Sunday Monday ... | 2017-12-22T00:00:00 | https://pubmed.ncbi.nlm.nih.gov/29269459/ | [
{
"date": "2017/12/22",
"position": 49,
"query": "machine learning workforce"
},
{
"date": "2017/12/22",
"position": 51,
"query": "machine learning workforce"
},
{
"date": "2017/12/22",
"position": 54,
"query": "machine learning workforce"
},
{
"date": "2017/12/22... | [
-0.0003559605102054775,
0.038319606333971024,
-0.013259985484182835,
-0.0006133473361842334,
-0.001453049131669104,
0.08037771284580231,
0.02441706694662571,
-0.00020262367615941912,
0.0032273754477500916,
-0.05701209604740143,
0.03948788717389107,
0.05000241473317146,
0.0034464281052351,
... | researcher | [
"AI Foundations and Empowerment",
"AI and Economic Impact",
"AI in Healthcare",
"Future Skills Development",
"Job Security and Unemployment",
"Labor Market Dynamics and Disruption",
"Worker Well-Being and Security"
] | This scientific paper explores the workforce implications of machine learning, focusing on how AI technologies are being adopted in healthcare and other sectors. It highlights potential disruptions to labor markets, including job displacement and shifts in workforce demands. The paper emphasizes the need for workforce ... | 10 | scientific paper | [
"ai & economic equity",
"ai adoption",
"ai efficiency",
"ai in healthcare",
"ai skills readiness",
"job displacement",
"labor market disruption",
"worker well-being"
] | [
{
"argument_summary": "Machine learning is being increasingly adopted in healthcare to improve diagnostic accuracy and operational efficiency.",
"argument_quote": [
"Machine learning algorithms are being used to analyze medical imaging and predict patient outcomes with high accuracy."
],
"argu... | ||
Calif. Dept. of Insurance: GEICO must adjust 2013 labor rates for ... | Calif. Dept. of Insurance: GEICO must adjust 2013 labor rates for inflation, conduct new survey | https://www.repairerdrivennews.com | [] | Until that study is done, GEICO must adjust its 2013 survey — the last one on the state's books — by the California inflation rate of 3.83 ... | Share This:
Following criticism and a $200,000 fine from the California Department of Insurance related to alleged violations including the use of obsolete labor rate survey data, GEICO has been conducting a new poll of body shops’ charges.
Until that study is done, GEICO must adjust its 2013 survey — the last one on... | 2017-12-21T00:00:00 | 2017/12/21 | https://www.repairerdrivennews.com/2017/12/21/calif-dept-of-insurance-geico-must-adjust-2013-labor-rates-for-inflation-conduct-new-survey/ | [
{
"date": "2017/12/21",
"position": 99,
"query": "labor regulation inflation rate"
}
] | [
-0.00018464816093910486,
0.05982957035303116,
0.0018982187611982226,
0.008620481938123703,
-0.0003050708619412035,
0.039734143763780594,
0.015071570873260498,
-0.011189499869942665,
0.001284508965909481,
-0.026261070743203163,
-0.046584855765104294,
0.046584855765104294,
0.000401409022742882... | journalist | [
"AI Governance and Accountability",
"AI and Economic Impact",
"AI in Healthcare",
"Antitrust and Market Power",
"Fair Labor and Workers' Rights",
"Labor Law and Compliance",
"Labor Market Dynamics and Disruption",
"Worker Well-Being and Security"
] | The California Department of Insurance (CDI) requires GEICO to adjust its outdated 2013 labor rate survey by the state's inflation rate of 3.83% and to conduct a new survey before using prior data. The CDI alleges that GEICO violated state regulations by relying on obsolete data and failing to update labor rates in lin... | 4 | report | [
"ai & economic equity",
"ai in healthcare",
"ai regulation",
"labor market disruption",
"labor regulation",
"labor rights & unions",
"market concentration and monopolies",
"worker well-being"
] | [
{
"argument_summary": "The California Department of Insurance requires GEICO to adjust its 2013 labor rate survey by the state's inflation rate of 3.83% until a new survey is completed.",
"argument_quote": [
"Until that study is done, GEICO must adjust its 2013 survey — the last one on the state’s boo... | |
AI's global impact on job creation and elimination 2022 - Statista | AI's global impact on job creation and elimination 2022 | https://www.statista.com | [
"Bergur Thormundsson",
"Jun"
] | This statistic shows an estimate of the number of jobs created and eliminated by artificial intelligence (AI) worldwide, as of 2022. | Expert resources to inform and inspire.
See why Statista is the trusted choice for reliable data and insights. We provide one platform to simplify research and support your strategic decisions. Learn more
Statista R identifies and awards industry leaders, top providers, and exceptional brands through exclusive rankin... | 2017-12-13T00:00:00 | https://www.statista.com/statistics/791992/worldwide-jobs-creation-elimination-due-to-ai/ | [
{
"date": "2017/12/13",
"position": 37,
"query": "AI job creation vs elimination"
},
{
"date": "2025/06/30",
"position": 9,
"query": "AI job creation vs elimination"
},
{
"date": "2025/06/30",
"position": 8,
"query": "AI job creation vs elimination"
},
{
"date": "... | [
-0.00027852534549310803,
0.03774837777018547,
-0.011068196967244148,
-0.007398216053843498,
-0.0012670173309743404,
0.04986514151096344,
0.025864629074931145,
0.003407839685678482,
0.017476100474596024,
-0.028777312487363815,
0.019573232159018517,
0.02901032753288746,
0.006204015575349331,
... | researcher | [
"AI Foundations and Empowerment",
"AI and Economic Impact",
"Economic Cycles and Disruptions",
"Employment Trends by Sector",
"Job Security and Unemployment",
"Labor Market Dynamics and Disruption",
"Worker Well-Being and Security"
] | This report presents data on the global impact of artificial intelligence in 2022, specifically focusing on the number of jobs created and eliminated worldwide. It draws on a 2017 Gartner analysis to estimate that AI contributed to both job creation and job elimination, highlighting the dual nature of AI's labor market... | 8 | report | [
"ai & economic equity",
"ai adoption",
"ai efficiency",
"economic recession",
"employment rate",
"job displacement",
"labor market disruption",
"worker well-being"
] | [
{
"argument_summary": "AI is associated with both job creation and job elimination globally, with a net effect that depends on sectoral and regional dynamics.",
"argument_quote": [
"The number of jobs created and eliminated due to artificial intelligence (AI) worldwide in 2022* (in millions)"
],
... | ||
Business AI Basics | Business AI Basics | https://www.mci.edu | [
"Super User"
] | ... Artificial Intelligence (AI) in business and society. This part-time training is designed for executives, mid-level managers, employees from companies and ... | The compact course is organized for part-time study and follows a didactic concept specifically tailored to the needs of working decision-makers. The classes are conducted in a blended learning format, combining face-to-face modules with synchronous and asynchronous online modules. The latest insights from science and ... | 2017-12-12T00:00:00 | 2017/12/12 | https://www.mci.edu/en/continuing/certificate-courses/business-ai | [
{
"date": "2023/12/04",
"position": 98,
"query": "AI business leaders"
}
] | [
-0.0005950978375039995,
-0.028875859454274178,
-0.04804345592856407,
0.015371416695415974,
-0.0025982048828154802,
0.07418108731508255,
0.0373394712805748,
-0.025639770552515984,
-0.007654591929167509,
0.005694269668310881,
0.04630094766616821,
0.003298320109024644,
0.005974315572530031,
-... | researcher | [
"AI Foundations and Empowerment",
"AI in Business and Operations",
"AI in Education",
"AI-Driven Career Growth",
"Labor Market Dynamics and Disruption",
"Skills and Education Development",
"Transformation and Change in Business and Society"
] | This blog describes a compact, part-time course designed for working professionals to build AI literacy through blended learning. The program integrates real-world examples and research insights to support decision-makers in adopting AI tools. It emphasizes practical application and concludes with a transfer assignment... | 8 | blog | [
"ai adoption",
"ai in education",
"career development",
"digital transformation",
"enterprise ai",
"labor market disruption",
"upskilling & reskilling"
] | [
{
"argument_summary": "The course is designed specifically for working decision-makers, addressing the need for AI literacy in professional environments.",
"argument_quote": [
"The compact course is organized for part-time study and follows a didactic concept specifically tailored to the needs of work... | |
When artificial intelligence comes for white collar jobs, will people ... | When artificial intelligence comes for white collar jobs, will people revolt? | https://www.michiganpublic.org | [
"Michigan Public"
] | Toyama warns that artificial intelligence, which has already replaced a large number of jobs in our economy, will begin to replace highly-skilled white collar ... | The Next Idea
Advances in computer technology are one of many factors that have led to the decline of certain types of jobs. To some extent, technology has always played a role in changing how people work and live: think of the internal combustion engine or factory mechanization.
But today’s guest on The Next Idea wo... | 2017-12-11T00:00:00 | 2017/12/11 | https://www.michiganpublic.org/economy/2017-12-11/when-artificial-intelligence-comes-for-white-collar-jobs-will-people-revolt | [
{
"date": "2017/12/11",
"position": 98,
"query": "artificial intelligence white collar workers"
},
{
"date": "2024/07/01",
"position": 90,
"query": "artificial intelligence white collar workers"
},
{
"date": "2017/12/11",
"position": 92,
"query": "artificial intelligence ... | [
-0.000785372219979763,
0.03546533361077309,
0.006538123823702335,
-0.04618148133158684,
-0.00287039577960968,
0.016967229545116425,
0.003667728044092655,
0.013905473053455353,
-0.011672942899167538,
-0.03725136071443558,
0.004847779404371977,
0.05128440633416176,
0.004146127495914698,
-0.0... | industry expert | [
"AI Foundations and Empowerment",
"AI and Economic Impact",
"AI and Legal Systems",
"AI in Media and Entertainment",
"Human-AI Collaboration",
"Job Security and Unemployment",
"Labor Market Dynamics and Disruption",
"Workers and Labor Force Diversity"
] | Kentaro Toyama, a professor at the University of Michigan, discusses how advances in artificial intelligence are increasingly threatening white-collar jobs such as legal work, financial analysis, and journalism. He warns that these displacements could lead to societal unrest or revolt, especially since white-collar wor... | 10 | interview | [
"ai & economic equity",
"ai adoption",
"ai in journalism",
"ai in law & finance",
"human-ai collaboration",
"job displacement",
"labor market disruption",
"white collar workers"
] | [
{
"argument_summary": "Artificial intelligence is already replacing many jobs and is poised to replace highly-skilled white-collar jobs such as legal work, financial analysis, and journalism.",
"argument_quote": [
"I certainly have students whose jobs, you know, ten, twenty years out might no longer e... |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.