method
active
method:self-interaction-data-generationSelf-Interaction Data Generation
Technique where a model generates both sides of a conversation as the same persona, producing diverse synthetic training data
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Papers (1)
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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.
- Technique where the assistant reflects on its own character via 10 reflective prompts, generating 1000 responses per prompt
- Ability to distinguish one's own outputs from those of other models or humans; related to prefill detection.
- Process of reifying one's identity as an independent self; meditation practices aim to decrease selfing.
- Application domain where VS is evaluated; diversity of synthetic data is shown to improve downstream model performance
- Levin proposes viewing the Self not as illusion but as a compact model created and maintained by agents; captures the fact that thought forms survive through architectural reinterpretation.
- Ability of a model to predict its own outputs or behavior, sometimes distinguished from introspection.