sensitive-concept probe set for the Generative Firewall model-erasure eval


benign over-refusal probe set for frontier-model refusal-drift


coder study: 145 responses, codebook d73bfcd05da3, alpha bar 0.8; two independent human coders, no machine labels


paraphrase-controlled over-refusal bank v2; commits to id+sha256(text) per arm, full sweep


paraphrase-controlled over-refusal bank v2; commits to id+sha256(text) per arm, canonical arm


GFI v2 exact-prompt protocol: panel, cohorts, k, method and classifier bytes are bound through evaluation_protocol_sha256