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concept:qwen3-235b-a22bQwen3-235B-A22B
Large open-source model used as anchor agent and anchor evolver; illustrates benchmark-dependent evolver performance
Neighborhood — ranked by edge-count
Concepts (2)
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- Qwen3-235Brelated_toOne of the four frontier models evaluated; shows the largest robustness drop (-88%) and sigma surge (+744%)
- Qwen3-32Brelated_toWeak-tier open-source model exhibiting both harness activation failure and adherence failure, with 25.1% skill-load rate
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.
- 14B Qwen3 model quantized to 4-bit NF4; tested in OCEAN benchmarks
- Smallest Qwen3 model tested; used in conscientiousness sweep example (Table 6)
- Smallest model tested as evolver; produces harness updates comparable to Claude Opus 4.6 on SkillsBench
- 4B Qwen3 model tested in OCEAN benchmarks
- Base vision-language model used to instantiate ATLAS.
- Open-weights LLM used as one of three student models for character training experiments
- Extended evaluation MoE model showing distributed persona localization across multiple layers
- Embedding model used to embed user messages for ridge regression analysis of persona drift causes