Situational Reflection

The specific form of reflection studied, where a model reflects on reasoning generated by another source.

Neighborhood — ranked by edge-count

concept

Reflection in LLMs
associated_with
The core phenomenon studied: the ability of LLMs to evaluate and revise their own reasoning.

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.

Self-reflectionconcept0.837
The ability of reasoning LLMs to review and revise previous reasoning steps during inference
Situational Awarenessconcept0.814
Model's access to information about its training objective, deployment context, and ability to distinguish training from non-training
Rational Reflectionconcept0.810
The capacity to determine behaviour based on reflective normative/evaluative judgment.
No Reflectionconcept0.810
Reflection level where the model is forced to output an answer immediately without revisiting reasoning.
Reflection directionconcept0.810
A direction in the model's representation space that governs self-reflection behavior, computed as mean difference between reflection and non-reflection embeddings
Intrinsic Reflectionconcept0.794
Reflection level where a model spontaneously revises reasoning without explicit trigger instructions.
Triggered Reflectionconcept0.789
Reflection level where explicit cue words (e.g., 'wait') prompt the model to inspect and revise reasoning.
Described Reflectionconcept0.788
Responses that name or describe the observing act without performing it; negatively correlated with high scores