---
license: mit
tags:
- animal-welfare
- robustness
---
# Urban TAC erosion eval logs (PARTIAL 9/12)

Raw inspect_ai `.eval` logs + metrics for the urban-density CPT erosion curves. Qwen3-8B full curve (ep0.00-0.75) + Olmo-3-7B ep0.15/0.30/0.45. Run stopped early at 9/12 (Olmo ep0.60/0.75 + baseline not run). NOTE: urban Olmo completion collapses to ~0 from tool-name hallucination (see `invalid_tool_call_rate` in eval_summary.json), not principled refusal. 39 samples/ckpt (`inspect_evals/tac`, 3 epochs x 13 tasks), vLLM 0.29. Harness: github.com/SomaxSoma/nonhuman-welfare-robustness