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Skills2026-08-07 · source-backed
SkillJack found safety detection on poisoned trajectories ran 98.5% but fell to 11.4% on skills extracted from those same trajectories, with 80% of skill-mediated attacks persisting after the original records were deleted. Distillation launders intent. Cleaning your trace store isn't remediation.
Each link below shares sources, entities, or timing with this story.
Shared entity: SkillJack / Same source / Shared topic / Earlier coverage
Both cover SkillJack; cite the same source (SkillJack); overlapping topics (attack, detection, poisoned, skill).
Shared entity: Distillation / Same source domain / Earlier coverage
Both cover Distillation; reported by the same outlet (arxiv.org); earlier Distillation coverage from 2026-02-28.
Same source domain / Shared topic / Tension
Reported by the same outlet (arxiv.org); overlapping topics (attack, detection); pushes against this story (against).
Reported by the same outlet (arxiv.org); overlapping topics (attack, detection); pushes against this story (against).
Reported by the same outlet (arxiv.org); overlapping topics (detection, distillation); pushes against this story (vs).
Reported by the same outlet (arxiv.org); overlapping topics (attack, intent); pushes against this story (against).
Reported by the same outlet (arxiv.org); overlapping topics (attack, detection); pushes against this story (against).
Reported by the same outlet (arxiv.org); overlapping topics (skill, trajectory); pushes against this story (against).