AI Veritas System Raises Floor for Scientific Research Replication

Original post

@random_walker @sayashk The final part is on NeuriCo, showcasing some early success of papers and research inspired by NeuriCo.

https://github.com/ChicagoHAI/NeuriCo/

Chenhao Tan@ChenhaoTan

@random_walker @sayashk The second part is on execution-grounded evaluation. AI can raise the floor of evaluation of scientific research and a preview of veritas, a general replication system beyond mechanistic interpretability.

https://arxiv.org/abs/2602.18458

12:49 PM · Jun 25, 2026 · 55 Views

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Chenhao Tan@ChenhaoTan

@random_walker @sayashk It ends with three questions.

Chenhao Tan@ChenhaoTan

@random_walker @sayashk The final part is on NeuriCo, showcasing some early success of papers and research inspired by NeuriCo.

https://github.com/ChicagoHAI/NeuriCo/

3h6620

Chenhao Tan@ChenhaoTan

@random_walker @sayashk Full slides are available here: https://drive.google.com/file/d/1HHmITC00CgyjMYQiRODjCkaH1MT46gfi/view?usp=drive_link

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