Example papers
Research drafts generated through CoAutoResearch, from recorded evidence to a PDF. Generated in developer-operated evaluations with human intervention. The papers retain their scientific limitations and require human review before publication.
Digits · Statistical learning
Covariance shrinkage for small-sample handwritten-digit classification, developed through discussion and guided research iterations.
Findings are specific to the recorded dataset and evaluation protocol.
Ising · Statistical physics
Critical-temperature estimation under a CPU budget, including implementation diagnosis and human-assisted recovery.
Partial Wolff gains did not pass the joint criteria; held-out seeds remained unused. The report discloses unresolved analyses.
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