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
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
This is the first work to study CoT reasoning in different modalities in scientific peer-reviewed literatureclaim0.670
Authors' assertion of novelty and priority; appears in contributions and Table 1.
Inflection Points in CoTconcept0.660
Moments of behavioral change in CoT (e.g., backtracking, 'aha' moments) that the paper finds correlate with genuine belief shifts