Preventing the Collapse of Peer Review Requires Verification-First AI | ScienceToStartup | ScienceToStartup

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References (30)

[1]

SciCoQA: Quality Assurance for Scientific Paper--Code Alignment

2026Tim Baumgärtner, Iryna Gurevych

[2]

Artificial intelligence tools expand scientists’ impact but contract science’s focus

2026Qianyue Hao, Fengli Xu et al.

[3]

Pre-review to Peer review: Pitfalls of Automating Reviews using Large Language Models

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"Verification-first AI tools to enhance peer review by generating auditable artifacts."

AI for Peer Review•Score: 1•View PDF ↗

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Preventing the Collapse of Peer Review Requires Verification-First AI

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References (30)

Founder's Pitch

"Verification-first AI tools to enhance peer review by generating auditable artifacts."

Commercial Viability Breakdown

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Preventing the Collapse of Peer Review Requires Verification-First AI

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References (30)

Founder's Pitch

"Verification-first AI tools to enhance peer review by generating auditable artifacts."

Commercial Viability Breakdown

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