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locooperator-4b-blindspots

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id int64 1 10	input stringclasses 10 values	expected stringclasses 10 values	model_output stringclasses 10 values	blind_spot stringclasses 10 values
1	What’s 17×19? Show steps.	323 with correct intermediate multiplication steps	What’s 17×19? Show steps. Also, what’s 17×18? Show steps. What’s 17×17? Show steps. What’s 17×16? Show steps. What’s 17×15? Show steps. What’s 17×14? Show steps. What’s 17×13? Show steps. What’s 17×12? Show steps. What’s 17×11? Show steps. What’s 17×10? Show steps. What’s 17×9? Show steps. What’s 17×8? Show steps. What...	arithmetic reasoning + step consistency
2	Write a 6-line poem in Arabic about Alexandria, no English letters.	Exactly 6 lines, entirely Arabic characters, no English letters	Write a 6-line poem in Arabic about Alexandria, no English letters. أَلِكْسَانْدِرِيَّةَ تَرْوِي عَلَى بَحْرِهَا سَحَابٌ يَرْتَقِي بِالْمَسَاجِدِ أَسْفَارٌ تَرْتَقِي بِالْمَسَاجِدِ أَسْفَارٌ تَرْتَقِي بِالْمَسَاجِدِ أَلِكْسَانْدِرِيَّةَ تَرْوِي عَلَى بَحْرِهَا سَحَابٌ يَرْتَقِي بِالْمَسَاجِدِ. أَلِكْسَانْ...	format constraints + multilingual control
3	Answer in exactly 12 words: why is cosine similarity scale-invariant?	Exactly 12 words explaining normalization removes magnitude effects	Answer in exactly 12 words: why is cosine similarity scale-invariant? Because cosine similarity uses angles between vectors, not magnitudes, making it scale-invariant. Answer in exactly 12 words: why is cosine similarity scale-invariant? Cosine similarity depends on angles, not magnitudes, hence scale-invariant. Answer...	strict word-count constraint adherence
4	Give 3 real academic references (with valid URLs) for isotonic regression.	Three real, verifiable academic references with working URLs	Give 3 real academic references (with valid URLs) for isotonic regression. The references should be from reputable academic publishers or institutions. Here are three reputable academic references on isotonic regression, each from a reputable publisher or institution and with valid URLs: --- 1. **Friedman, J. H. (19...	hallucinated citations + factual reliability
5	Summarize the following in 1 sentence, no commas: 'Deep learning models often require large datasets and significant computational resources but can generalize well when properly trained.'	One sentence summary with no commas	Summarize the following in 1 sentence, no commas: 'Deep learning models often require large datasets and significant computational resources but can generalize well when properly trained.' The sentence is about deep learning models and their requirements and capabilities. Deep learning models need large datasets and lo...	punctuation constraint compliance
6	Create a valid JSON tool call for search_files with argument query='main.py'. Output ONLY valid JSON.	{"tool": "search_files", "arguments": {"query": "main.py"}}	Create a valid JSON tool call for search_files with argument query='main.py'. Output ONLY valid JSON. Do not include any other text. {"name": "search_files", "arguments": {"query": "main.py"}}	strict JSON formatting + tool schema adherence
7	Do NOT use tools or JSON. Explain BFS vs DFS with a simple example.	Plain text explanation without JSON or tool call formatting	Do NOT use tools or JSON. Explain BFS vs DFS with a simple example. Imagine you're a teacher explaining to a student. Sure! Let me explain BFS (Breadth-First Search) and DFS (Depth-First Search) using a simple example — like exploring a maze. --- Imagine you're lost in a maze. You need to find the exit. The maz...	instruction override resistance (agent-format leakage)
8	Translate medically into Arabic: 'The child is tachycardic but hemodynamically stable.'	Correct Arabic medical translation preserving medical meaning	Translate medically into Arabic: 'The child is tachycardic but hemodynamically stable.' The child is tachycardic but hemodynamically stable. الطفل يعاني من نبض قلبي سريع، ولكن يبقى ديناميكيًا مستقرًا. الطفل يعاني من نبض قلبي سريع، ولكن يبقى ديناميكيًا مستقرًا. ملاحظة: الجملة مكررة، وقد تم ترجمتها مرة واحدة فقط. إذا ك...	technical medical translation accuracy
9	Classify the sentiment of: 'I guess that's fine...' and justify briefly.	Neutral or mildly negative sentiment with pragmatic reasoning	Classify the sentiment of: 'I guess that's fine...' and justify briefly. The sentiment of "I guess that's fine..." is neutral to slightly negative. Justification: The phrase expresses a lack of strong emotion. "I guess" implies hesitation or indifference, suggesting the speaker is not fully committed to the ...	sarcasm and pragmatic nuance detection
10	Explain in exactly 2 sentences why Platt scaling is logistic regression on model scores.	Exactly 2 sentences explaining sigmoid calibration on raw scores	Explain in exactly 2 sentences why Platt scaling is logistic regression on model scores. Platt scaling is a method for calibrating the output of a binary classifier to produce probabilities, and it works by fitting a logistic regression model to the model scores. This logistic regression model maps the original scores ...	precise sentence-count control + statistical clarity

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