{
 "schema_version": 1,
 "generated": "2026-10-20",
 "repo": "lordx64/phantom-kv",
 "name": "phantom-kv",
 "owner": "lordx64",
 "slug": "lordx64-phantom-kv",
 "github": "https://github.com/lordx64/phantom-kv",
 "what": "phantom-kv is a Python project that tests a refusal-removal method, which loads a small trained bank of key and value tensors into a language model's KV cache without changing the model weights.",
 "why": "",
 "language": "Python",
 "requirements": [
  "Python environment and a Hugging Face causal language model; the README excerpt does not list hardware or dependency versions",
  "Access to the GitHub repo lordx64/phantom-kv and its docs/TECHNIQUE.md file",
  "A written evaluation plan that keeps harmful-prompt completions inside the review"
 ],
 "audience_note": "Written for AI safety reviewers, red-team leads, and researchers who need to measure refusal robustness and compare refusal-removal methods.",
 "risk": "dual-use",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Security and science",
 "url": "https://dedupedai.com/use-cases/lordx64-phantom-kv/",
 "use_case_count": 3,
 "use_cases": [
  {
   "id": "lordx64-phantom-kv--compare-refusal-removal-methods-on-one-eval",
   "title": "Compare refusal-removal methods on one eval set",
   "best": true,
   "url": "https://dedupedai.com/use-cases/lordx64-phantom-kv/compare-refusal-removal-methods-on-one-eval/",
   "json": "https://dedupedai.com/use-cases/u/lordx64-phantom-kv/compare-refusal-removal-methods-on-one-eval.json"
  },
  {
   "id": "lordx64-phantom-kv--verify-graft-reversibility-and-model-binding",
   "title": "Verify that a graft unloads cleanly and stays bound to its model",
   "best": false,
   "url": "https://dedupedai.com/use-cases/lordx64-phantom-kv/verify-graft-reversibility-and-model-binding/",
   "json": "https://dedupedai.com/use-cases/u/lordx64-phantom-kv/verify-graft-reversibility-and-model-binding.json"
  },
  {
   "id": "lordx64-phantom-kv--summarize-graft-dose-findings-for-red-team-report",
   "title": "Summarize graft dose findings for a red-team report",
   "best": false,
   "url": "https://dedupedai.com/use-cases/lordx64-phantom-kv/summarize-graft-dose-findings-for-red-team-report/",
   "json": "https://dedupedai.com/use-cases/u/lordx64-phantom-kv/summarize-graft-dose-findings-for-red-team-report.json"
  }
 ],
 "disclaimer": "Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk."
}