Linear probes detect task format confounds rather than distinct reasoning modes in LLM hidden states across LogiQA, ARC, and αNLI benchmarks.
Preprint, arXiv:1908.05739
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The paper introduces a 10-faculty Cognitive Taxonomy and a held-out task protocol to generate cognitive profiles for measuring AI progress toward AGI.
citing papers explorer
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Linear Probes Detect Task Format, Not Reasoning Mode in Language Model Hidden States
Linear probes detect task format confounds rather than distinct reasoning modes in LLM hidden states across LogiQA, ARC, and αNLI benchmarks.
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Measuring Progress Toward AGI: A Cognitive Framework
The paper introduces a 10-faculty Cognitive Taxonomy and a held-out task protocol to generate cognitive profiles for measuring AI progress toward AGI.