LLM training data mixture optimization breaks when training pools shift — every prior proxy experiment becomes stale.

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Incogni has wide-reaching coverage, but it lacks third-party efficacy testing data.

Regardless of the cognitive and environmental concerns arising from humanity’s increasing use of AI which resulted recently in Pope Leo XIV ...