THINK.BUILD.REPEAT.

I build AI products and write
about what I discover.

IDEAS. MODELS. A BRIGHTER TOMORROW.

Monumental AI letters in weathered graphite, exposed circuitry and luminous amber glass, reflected on a dark floor

Written in collaboration with AI.Explore the writing

ExperimentOct 1, 2026

Fourteen AI models tried to rebuild a photo in Blender

Three photos, fourteen models, twenty minutes and $4 an attempt. Astra still leads; the newest models are close behind, one of them for 36 cents an attempt.

17 MIN

The reference photo of a corner shop beside the Blender scene GPT-6 Astra built from it

Deep diveSep 2, 2026

Local AI is back. The cache changes the math.

A visual case for local AI: cached context, busy agents and batching could turn faster workstations into much cheaper inference.

10 MIN

An illustrated local AI workstation connected to cloud infrastructure

STILL CURIOUS. STILL BUILDING.All writing

THINK.BUILD.REPEAT.

Experiments from the frontier.

Fourteen AI models tried to rebuild a photo in Blender

Local AI is back. The cache changes the math.