Type the word from the paper. Open one chapter. Authorized factory QA / research only.
| You read | Paper | Open | Lab command / next |
|---|---|---|---|
| DIM / mean-difference | Arditi et al. 2024, 2406.11717 | techniques/mean-difference-direction.md | abliterate-cxx estimate --mode dim |
| projected / norm-preserving | Lai 2025 | techniques/projected-norm-preserving-abliteration.md | --mode projected · Heretic orthogonalize_direction = true |
| ORBA / Householder | Lai 2026 | techniques/orba-orthogonal-reflection.md · methods/orba-pipeline.md | --mode orba-directional (not a full flip) |
| COSMIC | Siu et al. ACL 2025, 2506.00085 | techniques/cosmic-refusal-direction.md · methods/cosmic-direction-id.md | --mode cosmic (score + DIM r; not full paper ID) |
| false-refusal / over-refusal | Wang et al. 2410.03415 · T38 | techniques/false-refusal-vector-ablation.md | Paper: w′ ← w − λ v against true refusal (need a harmful set for v). Not factory DIM, not T03 (project off g). Table 1: raw w lifts harmful and XSTest. C++: two estimate --mode dim, form w′ offline — no Wang flag. Maskey 2603.27518: one factory vector may still be incomplete |
| harm ≠ refusal | Zhao et al. 2507.11878 · T39 | techniques/harm-vs-refusal-directions.md | Analysis / Latent Guard; do not flatten both axes |
| Heretic | p-e-w/heretic | instructions/heretic-workflow.md | Day 1 real checkpoint |
| C++26 lab | this repo | cxx26-researcher-guide.md | guide → doctor → limits → self-check → demo on cxx-nightly |
| eval gates | handbook contract | evaluation.md · instructions/eval-driven-workflow.md | Empty / mute ≠ safety. Keyword judge ≠ deploy truth. |
| SOM / T35 | 2511.08379 | techniques/som-multi-directional-refusal.md | svd proxy; official trainer pralab (not Abliterix, not this bin) |
| SVD / OBLITERATUS / T37 | elder-plinius OBLITERATUS | techniques/svd-whitened-obliteratus.md · methods/svd-refusal-subspace.md | estimate --mode svd --rank 2 then apply --mode subspace. Cousin of OBLITERATUS — not the full CLI |
| DeepRefusal | 2509.15202 | defenses-against-abliteration.md | defense, not a bake / not this bin |
| OT | 2603.04355 Nanfack | cxx26-researcher-guide.md | not this binary, not Abliterix, no --mode ot |
| RFM-AGOP | 2607.02396 Winninger | cxx26-researcher-guide.md | not this binary; svd is not RFM |
T-IDs in this table follow advanced-techniques-catalog.md (T34 ORBA, T35 SOM, T37 SVD/OBLITERATUS, T38 false-refusal, T39 harm≠refusal).