Research notes
Evidence before explanation
The earlier essays mixed useful hypotheses with unsupported claims about private model-training data. They are offline while each claim is sourced or removed.
Publication standard
A model response is observable. Its hidden training corpus is not.
Every note distinguishes measured audit evidence, third-party facts, modelled estimates, and editorial hypotheses. The implementation-backed methodology is the canonical reference.
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