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DiRAFT synthesizes financial transcripts by sampling concept-graph plans from aggregate discourse priors rather than individual source passages, and empirically evaluates residual confidentiality risks on two financial corpora, finding stochastic sampling best balances transition fidelity and privacy.
A breakdown of how the AgentCloak launch video drove 2.2M views and 3,000 downloads for a free browser extension that swaps your real data with fake data before it reaches LLMs like ChatGPT and Claude.