Prompt EngineeringJinghan Jia, Joe Benton, Eric Easley (Anthropic)Anthropic

Anthropic researchers publish Faithfulness as Information Flow

Published Faithfulness as Information Flow — diagnoses CoT faithfulness by sufficiency, completeness and necessity, and proposes training interventions such as attention masking

Why it matters

The first follow-up since Anthropic's April 2025 disclosure of unfaithfulness to propose interventions at the training stage

Source — Primary sources first; secondary reports are labelled “Press”

Paperarxiv.orghttps://arxiv.org/abs/2605.24286

Added in Week 35, 2026 · See that week

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