AI RESEARCH

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

r/MachineLearning

Essay argues that reasoning models cannot perform faithful inference because their reasoning trace and final answer come from the same operation. Engages with Lanham/Turpin/Mirzadeh in empirical critique, and with HRM, TRM, GRAM, AlphaProof, and Kona/Aleph as the contrasting architectural lineage. Curious what this subreddit makes of the constraint-vs-influence framing. submitted by /u/Sensitive_Air_5745 [link] [comments]