← Thinking Out Loud
Thoughts & Essays

Opinions, observations,
and things worth arguing.

Shorter form. More opinionated. Written when something won't leave me alone.

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Why the Best Enterprise AI Agents Make Themselves Obsolete

Execution is just the entry point. The real value of Agentic AI lies in converting unpredictable exceptions into deterministic, auditable enterprise infrastructure — and designing your agents for obsolescence, not occupancy.

The Expertise Paradox of Generative AI

Expertise is the compression of search. So why is the frontier of GenAI moving in the opposite direction: longer contexts, more reasoning tokens, more compute? A note on thinking longer vs. thinking better.

From Tools to Intent: Why Many Apps Might Become Invisible

The smartphone removed physical tools. AI may remove the need to navigate software for many categories entirely. A structural look at how applications become infrastructure.

We Build More Than We Use

Creation has become easier. Adoption has not. On the gap between output and absorption — and why knowing the difference is becoming a core skill.

Humans Invented the Frame

The real test of AGI isn't benchmark performance. It's whether it can build new abstractions without a human handing it the frame.