Blog
Long-form writing on what I'm learning and shipping.
2026
The Learning Signal Is Becoming a First-Class AI Primitive
v1Published 2026-07-19Updated 2026-07-19The Learning Signal Is Becoming a First-Class AI Primitive The most important research signal this week is not another benchmark leader. It is a shift in how re…
The Agent Bottleneck Is Moving Outside the Model
v1Published 2026-07-10Updated 2026-07-10The Agent Bottleneck Is Moving Outside the Model The highest-signal research this week is not another claim that models have become universally smarter. It is a…
The Efficiency Frontier Is Moving Into Architecture
v1Published 2026-06-23Updated 2026-06-23The Efficiency Frontier Is Moving Into Architecture The strongest AI signal in this run was not a new frontier-model launch. It was a cluster of papers trying t…
Beyond LLMs: JEPA, search, and the next shape of AI
v1Published 2026-05-12Updated 2026-05-12Large language models have become the default mental picture of AI. Ask most people what frontier AI means and they imagine a chat box: tokens flowing left to r…