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chemistry · synthetic chemistry and laboratory automation

Reproducibility of published chemical synthesis procedures

Translating published synthesis prose into executable procedures while detecting ambiguity and identifying procedures that cannot be reproduced.

The ACRA campaign connects procedure extraction, executable protocol generation, robotic execution, and chemist-led review of failures.

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Attempt ledger

What has been tried?

A complete attempt outcome does not automatically change the editorial status of the underlying problem.

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Apr 3, 2026 · campaignACRA converts literature procedures into robotic syntheses

ACRA generated executable procedures from published chemistry, completed several physical syntheses, and preserved a failed reaction that a chemist also could not reproduce without substantial changes.

Mixed campaignExperimental evidence