CoT Monitor

Named method for monitoring chain-of-thought text to detect when the model signals its answer, compared against activation probes

Neighborhood — ranked by edge-count

paper

framework

Reasoning Theater Framework
uses
The conceptual framework introduced by the paper distinguishing performative CoT from genuine reasoning using activation probing

finding

cosine ≥ 0.65 · no typed edge

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

monitorsconcept0.740
Synchronization construct encapsulating shared data and protected access routines.
Monitor (Concurrent Programming)concept0.720
VS-CoTmethod0.718
A VS variant that adds chain-of-thought reasoning before generating the distribution of responses with probabilities
CoT Promptingmethod0.715
Chain-of-thought prompting baseline used for comparison in creative writing and other tasks
Chain-of-Thought (CoT)framework0.709
A prompting technique that elicits intermediate reasoning steps before final answer inference in language models.
Multimodal-CoTframework0.699
A two-stage framework that separates rationale generation and answer inference by incorporating vision and language modalities.
LoRA+CoTmethod0.676
Fine-tuning with chain-of-thought rationales aiming to reduce dr via procedural alignment.
Conflict Monitoringconcept0.671
The ACC's detection of response conflict, shown to be constitutively emotional rather than purely cognitive