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LLM data privacy: the retention settings legal misses

Does a written privacy policy actually protect a company once employees and systems start sending data to language models? The position here is no. Exposure sits in architecture and behavior, in retention settings, vendor training terms, and embeddings that researchers have reversed back into readable text. The episode works through the Samsung 2023 source code incident and the 15 million euro fine Italy's regulator issued to OpenAI in late 2024.

Listeners walk away with a mapping exercise: list every place data reaches a model, and for each record where it is stored, for how long, and…

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