Qwen 35B (3B active params, score 4.38) outscores Hermes 405B (405B active params, score 1.75) by 2.5x

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

• Qwen3-32B achieves a skill-load rate of 0.251, while Opus 4.6, Sonnet 4.6, and Qwen3-235B achieve SLR of 0.957–0.961finding0.805
  Quantifies harness activation failure for weak-tier models vs. strong-tier models
• Qwen3.5-27B shows mean AS ASR of only 0.035 [0.03, 0.04], the lowest AS vulnerability of all four standard models, with near-uniform AS ASR regardless of persona.finding0.802
  Vulnerability profile for Qwen3.5-27B showing near-zero AS vulnerability
• Qwen3-235B has SLR of 0.961 (nearly identical to Opus 4.6) yet HFR of only 0.350, with LPR of 0.022 vs. Opus 4.6's 0.177finding0.795
  Demonstrates that harness loading is necessary but not sufficient for harness benefit; cleanest separation of activation and adherence
• Qwen 2.5 7B has higher Elo scores for 'methodical' and 'formal' traits compared to Llama 3.1 8B which prefers 'colloquial'finding0.790
  Model-specific baseline personality difference revealed by revealed preferences experiment
• Qwen-2.5-3B ASR drops from 98.6% at dim 1 to 45.1% at dim 2, recovering partially then declining to 65.3% at dim 5finding0.787
  Smaller models show non-monotonic and diminished ASR with increasing cone dimensionality
• Qwen3.5-9B and Qwen3.5-27B show very high SP persona rank correlation (rho=0.959, p=4.32e-14) but diverge sharply on AS vulnerability.finding0.781
  Scale effects within Qwen3.5 family on different imbuing methods
• Qwen 2.5 7Bconcept0.779
  Open-weights LLM used as one of three student models for character training experiments
• Qwen3.5-9B shows mean SP ASR of 0.252 [0.24, 0.27] and AS ASR of 0.094 [0.08, 0.11], showing SP >= FS > AS vulnerability pattern.finding0.769
  Vulnerability profile for Qwen3.5-9B