MikeHLee

The Human Must Remain the Control Surface

Introducing the Oasis-X AI Risk Ladder, and where the

The Shape of a Lie: What Happens When Three AIs Disagree

Part 4 of "The Shape of Good Behavior."

The Termite’s Cathedral: Why Modern AI Agents Don't Need Managers

Date: March 31, 2026 Topic: The Science of Stigmergy and

Building an Auditable AI: A Complete Walkthrough

Published: April 6, 2026 · Dev preview — pending ICLR 2027 submission

From Proofs to Programs to... Text?

Published: April 6, 2026 · Dev preview — pending ICLR 2027 submission

Why Your LLM Hallucinates (And How Category Theory Can Help)

Published: April 6, 2026 · Dev preview — pending EMNLP 2026 submission

Attention, But Make It Type-Safe

Self-attention lets every token see every other token — and that's both its power and its failure mode. We constrain transformers with categorical reachability so attention edges that violate the type system can never form. A dev-preview write-up of work targeting a workshop submission.

The Structure of Clear Thinking — An Introduction

Why LLMs hallucinate, and how to build models that can&

The Shape of Good Behavior: Why AI Needs More Than Just a Number

This is Part 1 of a 3-part series on