concept
active
concept:evolverEvolver
The update procedure (often an LLM) that converts agent execution evidence into harness updates
Neighborhood — ranked by edge-count
Concepts (2)
concept
- Harness Self-Evolutionassociated_withThe process of updating the external agent harness from execution evidence while keeping model weights fixed
- Harness-Updating Capabilityassociated_withThe capability of an evolver model to produce useful persistent harness updates from execution evidence
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.
- Self-evolving LLM agent system connecting offline strategy distillation with online retrieval
- Darwinian process of variation and selection; parallels with learning are central to the paper's argument.
- Fixed set of representative evolvers (Opus 4.6, Sonnet 4.6, Qwen3-235B) used to compute harness-benefit capability metrics
- Machine learning approach using evolutionary processes to generate and select designs, used to blur the designed vs. evolved distinction
- Discipline providing evidence for pre-neural origins of cognitive mechanisms; supports rethinking consciousness substrates.
- Field studying the relationship between evolution and development.
- Levin's model of how evolution repurposed ancient bioelectric machinery originally used for morphogenesis into neural control of behavior in 3D space.