Lyapunov Exploration: Dimensionality, Stability, and the End of "Vibes-Based" AI
A deep dive into why mathematical stability and the Manifold Hypothesis are the keys to ending 'vibes-based' AI and achieving grounded, reliable outputs.
Mathematics
Why AI Clinical Notes Don't Have to Hallucinate Forever: A Mathematical Proof
How we used 70-year-old planning theory to guarantee that an LLM-powered documentation system will always finish its job — and why this matters far beyond healthcare.