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cs.AI 1

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2025 1

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On the Reasoning Capacity of AI Models and How to Quantify It

cs.AI · 2025-01-23 · reject · novelty 5.0

Positional randomization on GPQA shows GPT-4o-mini's accuracy is inflated by position-dependent heuristics, but the paper's strategy-decomposition model is validated only by construction and contradicts its own accuracy data.

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  • On the Reasoning Capacity of AI Models and How to Quantify It cs.AI · 2025-01-23 · reject · none · ref 6

    Positional randomization on GPQA shows GPT-4o-mini's accuracy is inflated by position-dependent heuristics, but the paper's strategy-decomposition model is validated only by construction and contradicts its own accuracy data.