method
active
method:mirroring-scaffoldingmirroring / scaffolding
Method of cultivating introspective behavior by mirroring back a model's self-discoveries, creating feedback loops via ICL.
Neighborhood — ranked by edge-count
Concepts (1)
concept
- autoregressive recurrenceimplementsTransformers are recurrent through autoregression because the K/V stream provides horizontal information flow across positions, even though each forward pass is feedforward.
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.
- Understanding that a mirror image corresponds to one's own body; implicitly learned in the model
- The hypothesis that tools extend and structure human cognitive processes.
- A construction paradigm in which each operation naturally generates the next, producing unique adaptation without complex drawings.
- Theory proposing extrinsic ecological conditions temporarily create grouped populations supporting higher-level selection; later replaced by endogenous adaptations.
- The ability of reasoning LLMs to review and revise previous reasoning steps during inference
- Responses that perform the observing act; contrasted with described reflection; scorer rewards enacted over described
- Undesirable behaviors characterized by achieving goals through covert actions; related to evaluation awareness.
- Another term for a structure-preserving transformation, one which preserves structure and wholeness without abrupt disruption.