{
  "title": "Capability locus on Qwen3.6-27B SWE-bench Pro — 4/4 pre_tool/turn_end sites pushdown-asymmetric",
  "author": "caiovicentino",
  "type": "adversarial-finding",
  "license": "apache-2.0",
  "model_id": "Qwen/Qwen3.6-27B-Instruct",
  "claim": "α-sweep [-200,+200] on L23/L31/L43/L55 capability probes. All 4 sites show pushdown-asymmetric levers (+34 to +60pp gap vs random control). First causal verdict on capability axis. Refines paper-3 §4.1 L43 finding (was N=54 inflated).",
  "numbers": {
    "n_samples": 99,
    "sites_tested": 4,
    "sites_with_lever": 4,
    "max_pp_gap_l43_turn_end": 0.6,
    "min_pp_gap_l11_think_start": 0.34,
    "alpha_range": [
      -200,
      200
    ]
  },
  "artifacts": [
    "phase11_results.json",
    "phase11b_extension.json"
  ],
  "methodology_check": {
    "verdict": "causal",
    "baselines_run": [
      "random_direction_random_acts",
      "random_direction_real_acts"
    ],
    "structural_rigidity_sweep": true,
    "control_token_normalization": true
  },
  "reproduces": null,
  "schema_version": 1,
  "created_at": "2026-05-11T01:02:45Z",
  "manifest_sha256": "60b5c384633c58ab55ea5f3db93de7b09b35e584e5c696e05181e9fc2fc64deb",
  "hf_repo_id": null,
  "hf_url": null,
  "doi": null,
  "paper_url": "https://openinterp.org/research/papers/saturation-direction-probe-levers"
}