Founder of Course Correct Labs, an independent research lab studying reasoning pathologies, interpretability, and epistemic safety in large language models.

Author of The Mirror Loop, Recursive Confabulation, The Polite Liar, Delegated Introspection, Observer-Time, and Anchor-Interval Hypothesis.

My work focuses on epistemic drift, confidence formation, and the boundaries between synthetic and human reasoning.

💻 CourseCorrectLabs.com
🛠️ Github 
🧠 arXiv