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README.md
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# Alignment, Proxies, and Real-World Grounding in AI Systems
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A small collection of papers examining a common failure mode in modern systems:
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- [Substack (articles)](https://therealitydrift.substack.com/)
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- [GitHub (full library)](https://github.com/therealitydrift/reality-drift-library)
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- [DOI (research paper)](https://dx.doi.org/10.2139/ssrn.6150706)
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- [Glossary & Definition](https://offbrandguy.com/reality-drift-glossary/)
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---
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license: cc-by-4.0
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tags:
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- alignment
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- ai-safety
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- evaluation
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- llm
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- nlp
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- proxy-optimization
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- distribution-shift
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- system-behavior
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pretty_name: Proxy Optimization and Real-World Alignment Drift
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---
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# Alignment, Proxies, and Real-World Grounding in AI Systems
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A small collection of papers examining a common failure mode in modern systems:
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- [Substack (articles)](https://therealitydrift.substack.com/)
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- [GitHub (full library)](https://github.com/therealitydrift/reality-drift-library)
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- [DOI (research paper)](https://dx.doi.org/10.2139/ssrn.6150706)
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- [Glossary & Definition](https://offbrandguy.com/reality-drift-glossary/)
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