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Briefings and ideas about Data privacy from AI podcast discussions and the research they cite, with links to the original sources.
Defensive co-scaling proposes that AI defenses, including AIs policing AIs, grow with AI capability rather than slowing models.
Updated Sep 19, 2026 IdeaThe inner-loop thesis holds that AI advantage may lie in how fast organizations ship, measure and learn, not in the best model.
Updated Sep 14, 2026Anekha Sokhal, Moshi's CEO and a former JPMorgan energy-derivatives trader, says her startup combines public market data with clients' private data and recommends what matters to each trader's portfolio.
Alex Lieberman, co-founder of AI consultancy Tenex, estimates that of roughly 100 large companies it talks to, 90% have given staff Claude or Codex but only about 5% run an agent in production for non-engineering work.
Meta released Muse Wonder, a model built to remember users over time, on October 12. On Moonshots, Alex Wissner-Gross said it trails the frontier once cost counts; Salim Ismail said knowing users best may decide the next big AI contest.
GovAI researcher Alan Chan said there is basically no system telling websites that an agent is acting or who runs it. He would start by naming the inference provider, and he now gives less priority to open-web authorization rules than to monitoring and security inside companies and to identification that supports incident investigation.
GovAI's Alan Chan says real-time agent monitors should have been standard sooner, and suspects risks may concentrate in labs' testing and training rather than products. Tamper-evident logs, he says, are a matter of will.
Circle's Nikhil Chandhok argued that AI agents should pay in USDC on Circle's Arc blockchain, citing cost, instant settlement and known validators. He said reaching millions of transactions a second remains an unsolved problem.
Computer scientist Alexander Wissner-Gross argued that privacy-preserving computation isn't what limits US-China peace. In what he called a "perverse" view, he said settling Taiwan and making supply chains independent would matter more.
Box CEO Aaron Levie says shifting access permissions, like a lawyer walled off from rival matters, complicate training company knowledge into model weights. He wants a rubric on what to bake in and expects answers to vary by domain.
OpenAI has proposed ending Cursor's access to its models on 12 November, after SpaceX bought Cursor. On Moonshots, one panelist saw a bet on OpenAI's own enterprise stack; another argued the real prize is reasoning traces.
Peregrine founders Nick Noone and Ben Rudolph say their company inverts public-safety software's data-collection model by joining records agencies already hold, which they own, and leaves facial recognition to customers and law.
Salim Ismail warned on Moonshots that federated Flock plate cameras let police search for anyone who behaves like a suspect at almost no cost; the panel backed a proposal, raised by Alexander Wissner-Gross, to let citizens run the same searches.
China's rules on emotionally interactive AI took effect July 15, barring virtual intimate relationships for minors and manipulating users into dependence. Panelists split over whether that's protection, overreach or a future party-control tool.