- Type
- Empirical coding-agent evaluation; preprint
- Publication
- arXiv · ETH Zurich and LogicStar.ai authors
- Version used
- arXiv2602.11988v3
- Source date
- 29 September 2026
- Recorded in Atlas
- 24 October 2026
- License
- Atlas paraphrase; no source figure reproduced.
Version 3 revised 29 September 2026. Python tasks; evaluated models include GPT-5.2 and GPT-5.1 mini. Not a test of this research workflow. No separate validity period has been established for the finding.
How Atlas uses this source
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Version 3: 20%/23% average cost increases for generated context files; no statistically significant task-resolution effect. No extrapolation to this workflow.
Open the source passageSupports this claim:Keep instructions specific to the work