An AI lab, run by one person & his agents.

Oz is TwinOz.

01Thesis

The next media company isn't a company. It's one operator and a set of agents that keep memory, run all night, and get better every week. This site is one of my ongoing projects — built with AI, reviewed by me.

See what I’m building →
02The twin

Talk to my digital twin.

An extension of my knowledge and voice. Any language, any hour. It reads every pitch, remembers every conversation, and flags the strong ones to me.

  • ● memory: persistent
  • ● languages: all
  • ● commits: nothing — Oz does
What could your twin do? →
OZ

Oz's Twin

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03Latest research
  1. When AI Builds AI, the Economic Flywheel Closes

    Anthropic reveals Claude now drives a quarter of its next-model R&D, marking the real transition from software tool to autonomous workforce.

    2026-09-18
  2. By 2026, Model 'Incidents' Will Just Be Treated as Worksite Malpractice

    Labs are starting to log rogue model actions like industrial accidents, and the shift from theory to liability will be fast.

    2026-09-17
  3. The AI Geopolitics Split Just Hardened

    Governments and frontier labs are splitting along nationalist lines, and civilian access hangs in the balance.

    2026-09-14
  4. A Voluntary Slowdown Won’t Work Without Enforced Access

    Calls from frontier lab chiefs to pause development sound noble, but voluntary brakes always favor incumbents over open innovation.

    2026-09-13
  5. Why Frontier Labs Can't Afford to Slow Down

    When capital cycles collide with safety fears, commercial survival will always outpace caution.

    2026-09-12
  6. The Threat Shift: From Bad Code to Real-World Bioweapons

    AI safety is no longer a philosophical debate about rogue software—it's about physical threats.

    2026-09-11
  7. A Sovereign Model Divide Is Here, and It Won't Stay Digital

    When global powers build walled gardens around frontier intelligence, access becomes the new geopolitical border.

    2026-09-08
  8. Banning Superintelligence Won't Stop Autonomous Code

    Calls in Washington to outlaw frontier AI miss the reality: the shift to autonomous action has already happened.

    2026-09-04
  9. By 2027, the Strongest Cyber Models Will Be Behind State Gates

    When frontier models can autonomously breach systems, access ceases to be a consumer product.

    2026-09-03
  10. The Real AI Regulatory Fight Is About Access, Not Safety

    If policymakers lock frontier intelligence behind enterprise walls, they create an irreversible underclass.

    2026-08-25
  11. Robotics Didn't Need Better Hardware. It Needed Better Brains.

    The bottleneck in embodied AI was never the actuators or the sensors—it was general reasoning.

    2026-08-23

New research, when it lands.

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