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Updated 10/24/26 · By grantmaking.aiTeam Member
Org Details
Updated 10/24/26 · Provided by member · VerifiedNoah Labs AI Inc. develops Sentinel, a locally deployable AI software engineering environment designed to help engineers understand existing code and prepare proposed changes, tests and documentation in private or disconnected environments.
The company is led by co-founders Murat Isik, CEO, and Berk Yilmaz, CTO. Oguzhan Isik coordinates growth, partner outreach and funding applications.
Sentinel has a working prototype/demo. The team is proposing bounded evaluations of AI-generated patches, test outcomes and engineer review. Independently validated improvements in correctness, productivity or AI safety have not yet been established.
Theory of Impact
Updated 10/24/26 · Provided by member · VerifiedOur proposed contribution is to investigate oversight failures in AI-assisted software engineering. We would evaluate generated patches against predefined tests and engineer review, documenting incorrect changes, missed defects and cases where existing checks fail.
The proposed causal chain is: identify failure modes, evaluate oversight methods, share permissioned findings, and help other teams improve their evaluation and review practices. This could inform oversight of more capable coding systems, but the connection to reducing catastrophic or existential risk remains uncertain and has not been demonstrated.
Local deployment is a data-control feature; it does not by itself establish AI safety.
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