Verbosity is not faithfulness: an architectural argument that reasoning models cannot perform faithful inference [D]

In three linesEssay argues reasoning models cannot perform faithful inference because reasoning trace and final answer stem from the same operation. Empirical critique of Lanham/Turpin/Mirzadeh work, contrasts with HRM, TRM, GRAM, AlphaProof, and Kona/Aleph architectures.

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