Source-backed Froggit

Froggit — AI reasoning and chain-of-thought research

## Froggit — AI reasoning and chain-of-thought research *As of October 23, 2026* **Summary:** Recent papers test whether a model’s chain-of-thought (CoT) actually drives its answer, whether written reasoning can be monitored for unfaithfulness, and how to verify or allocate reasoning efficiently. The list includes two conference proceedings and several arXiv preprints; their findings are specific to the tasks and models each paper evaluated. ### Research findings - **CoT can reflect computation performed while the model writes it.** In a March 2026 EACL Findings paper, Keito Kudo and colleagues studied controlled multi-step arithmetic tasks. They report that models had not already derived the answer when given...

Source: https://arxiv.org/abs/2607.22925