Mike Oaten
Founder and CEO of TIKOS, building AI assurance, explainability, and trustworthy AI infrastructure to help organizations test, monitor, and govern AI models for compliance and safety.
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Jan 27, 2026 • 47min
Cracking the Black Box: Real-Time Neuron Monitoring & Causality Traces
Mike Oaten, founder and CEO of TIKOS, builds AI assurance and explainability tools for high-stakes systems. He discusses real-time neuron monitoring, capturing internal activations and causality traces, and translating fuzzy regulations into concrete tests. Conversations cover regulatory risks of closed models, creating golden profiles for gating, and mapping internal traces to audit-ready explainability.
