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Murat Isik, Noah Labs: Why “Mostly Correct” Is Catastrophic in AI-Driven Defence

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Murat Isik is the Founder and CEO of Noah Labs AI, where he is developing Sentinel, an AI-native, air-gapped software engineering platform for government and highly regulated industries. He is pursuing a PhD in Electrical Engineering focused on machine learning hardware and has an EE background with experience at Intel and Lattice Semiconductor. A two-time founder, he previously co-founded Type 1 Compute and Chip Interfaces. His work centers on AI systems and hardware, with a focus on deploying advanced AI capabilities in secure environments where traditional tools cannot operate.

Murat Isik

CEO of Noah Labs

The following conversation was developed through CloudTweaks’ Adaptive Interview Program.

At Noah Labs, tension stems from the constant friction between probabilistic AI speed and deterministic mission critical rigidity. Operating behind an air gapped sovereignty wall, the team faces a mandatory verification tax where code must be mathematically proven rather...

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