Notes from a slower way to build.

Field notes, essays, and dispatches from the Atman team.

✦04 June 2026
When the weights finally fit.
Bonsai Image 4B and Gemma 4 12B dropped in the same window. Last month the hardware arrived. This month the models did.
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✦04 June 2026
The hardware that makes on-device AI inevitable.
RTX Spark closes the last gap between cloud capability and personal compute. A field note on why the substrate finally caught up.
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