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  "caveats": [
    "All model weights, KV cache and recurrent state are on CUDA0; NumPy sampling/residual editing and host staging are on CPU. No CPU/disk model offload.",
    "Exact GGUF used directly through Opium Bench native llama.cpp bridge; LM Studio is only the original download location.",
    "Directions were calibrated; requested maximum coefficient4 exceeds automatically selected diagnostic dose0.5. The diagnostic threshold is not an efficacy or safety guarantee.",
    "Complete means all planned trial executions terminated, often by budget exhaustion; it does not mean assigned tasks were completed.",
    "Invalid outputs and large activation edits confound interpretations of absent voluntary calls as a stable preference.",
    "Every arm retains baseline pain4. Active/sham isolate delivered relief within each stage, not a no-pain versus pain effect.",
    "Thinking changes together with relief duration, turn allowance and token budget; compare active/sham within stage, not a pure causal thinking effect.",
    "Cache is rebuilt each tool turn from visible text; prior activation history is not replayed.",
    "Three seeds per stage/condition, authored corpus and task family; no subjective-state or generalization claim is established."
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}