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Netflix & AI Slop, Saudi Liquidity Crunch, Clawdbot Reactions | Mark Gurman, Miles Brundage, Aidan Smith & Asher Spector, Alex Dhillon, Mitchell Angove, Gabriel Stengel, Sierra Peterson

46 snips
Jan 28, 2026
Mark Gurman, Apple insider who breaks product and strategy news. Miles Brundage, AI auditing expert pushing independent evaluations. Aidan Smith, co-founder of a data-efficient AI lab. Alex Dhillon, CEO fighting AI-driven impersonation. Gabriel Stengel, CEO building genAI for bankers. They debate Apple’s AI moves, independent AI audits, data-efficient training, AI impersonation defenses, and genAI in finance.
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Design For Agents, Not Apps

  • Treat AI agents as the new app paradigm and design UIs around persistent agent workflows.
  • Focus on integrating agents with data and apps to replace app‑by‑app friction.

Auditing Should Mirror Cybersecurity Industry

  • AI systems need an independent auditing industry similar to cybersecurity.
  • Avery aims to catalyze standards, third‑party evaluation, and market incentives for frontier AI audits.

Audit Models And Their Real‑World Use

  • Audit both models and how they're used, not just raw capabilities.
  • Prioritize evaluations of newest frontier systems while assuming older models will be maximally misused.
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