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Thoughts on AI systems, architecture, and building.
Photograph a photograph, ten times. By the end the face is gone. That is roughly what happens when a model trains on text another model wrote. The average survives. The rare disappears first. The fix is not detection — it is provenance, treated as a property of the data.
