A Concrete Roadmap towards Safety Cases based on Chain-of-Thought Monitoring
Wuschel Schulz — 2025-10-23 — arXiv
Summary
Technical research roadmap proposing how to integrate chain-of-thought monitoring into AI safety cases, identifying prerequisites for CoT monitorability, threats like neuralese and encoded reasoning, and six concrete methods to maintain monitorability including novel Trusted KV Caching approach.
Source
- Link: https://lesswrong.com/posts/Em9sihEZmbofZKc2t/a-concrete-roadmap-towards-safety-cases-based-on-chain-of
- Listed in the Shallow Review of Technical AI Safety 2025 under 1 agenda(s):
- chain-of-thought-monitoring — Black-box safety (understand and control current model behaviour) / Iterative alignment