Mind chain continuity safeguards
The chain of thought integrity is maintained through the following technical means:
- Automated Anchor System: When topic offset (cosine similarity < 0.6) is detected, AI will automatically insert [Anchor: Original Topic X] prompt box. Sensitivity can be adjusted by setting relevance_threshold in config.ini.
- thought_version_tree: Automatically generate a snapshot of the chain of thought for each edit (keep up to 10 versions) and compare the differences with the git-like command:
cot diff v3..v5 --color=always - <strong]Cognitive caching mechanisms: The AI maintains a short-term memory of the last 5 reasoning steps, and the user can use the [Recall:Step 2] command to directly retrieve historical reasoning segments.
Contingency plan: when a severe break occurs, use the/reset --softCommanding a soft reboot of the chain of thought that preserves the core propositions but reconfigures the path of reasoning is 60% more efficient than a complete reboot.
This answer comes from the articleCoT-Lab: an experimental dialog tool for exploring iterative thinking about human-computer collaborationThe
May not be reproduced without permission:AI productivity tools " How to prevent CoT-Lab from breaking the chain of thought in complex reasoning?
