framework
active
framework:three-level-reflection-frameworkThree-Level Reflection Framework
The paper's proposed categorization of reflection into No Reflection, Intrinsic Reflection, and Triggered Reflection.
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Papers (1)
paper
Concepts (3)
concept
- No ReflectioncitesReflection level where the model is forced to output an answer immediately without revisiting reasoning.
- Intrinsic ReflectioncitesReflection level where a model spontaneously revises reasoning without explicit trigger instructions.
- Triggered ReflectioncitesReflection level where explicit cue words (e.g., 'wait') prompt the model to inspect and revise reasoning.
Related by similarity (8)
cosine ≥ 0.65 · no typed edgeEntities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.
- Approach using multiple LLM agents for generation and critique, a key prior approach to improving reflection.
- Formal active inference model with perceptual, attentional, and meta-awareness states implementing mindfulness
- One of four key isometries; reflection across a line (mirror line or axis of reflection).
- Responses that name or describe the observing act without performing it; negatively correlated with high scores
- The specific form of reflection studied, where a model reflects on reasoning generated by another source.
- The ability of reasoning LLMs to review and revise previous reasoning steps during inference
- Framework for analyzing cognitive systems at computational, algorithmic, and implementation levels; invoked to situate the paper's contributions
- A direction in the model's representation space that governs self-reflection behavior, computed as mean difference between reflection and non-reflection embeddings