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Skills2026-08-10 · source-backed
ADIAS holds stable issue identities, lifecycle status, supporting evidence, and which interventions helped, driving targeted full-code repairs. 25.2% average improvement over the strongest baseline, and performance dropped up to 40.7% with the issue state removed. If your self-improving harness re-derives what's broken every cycle, you're paying that 40.7%.
Each link below shares sources, entities, or timing with this story.
Shared entity: ADIAS / Same source / Shared topic
Both cover ADIAS; cite the same source (ADIAS); overlapping topics (average, baseline, harness, issue).
Shared entity: Carry / Shared topic / Earlier coverage
Both cover Carry; overlapping topics (carry, each); earlier Carry coverage from 2026-07-30.
Same source domain / Shared topic / Downstream implication
Reported by the same outlet (arxiv.org); overlapping topics (baseline, each); traces where this leads (downstream).
Same source domain / Shared topic / Tension
Reported by the same outlet (arxiv.org); overlapping topics (average, baseline); pushes against this story (against).
Reported by the same outlet (arxiv.org); overlapping topics (carry, improvement); pushes against this story (against).
Reported by the same outlet (arxiv.org); overlapping topics (each, harness); pushes against this story (but).
Reported by the same outlet (arxiv.org); overlapping topics (broken, each); pushes against this story (but).
Reported by the same outlet (arxiv.org); overlapping topics (baseline, broken); pushes against this story (but).