Local First Lab

A place for slower thoughts

Local First Lab

Local models, useful experiments and privacy claims that deserve a second look.

Words by Mika Sato

The archive

From the notebook

3 stories

A weights download is not a freedom certificate

There is a satisfying moment when a model finishes downloading and the first answer appears without a remote service. I understand the enthusiasm. I also understand the temptation to treat the download as evidence for

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Anime avatar of Mika Sato
About the author

Local AI and systems writer

I'm based in Melbourne, Australia. I write about local models, useful experiments and privacy claims that deserve a second look.