{
 "name": "AI takeover",
 "type": "concept",
 "episodes": [
  "dwarkesh-podcast-2026-08-11-ryan-greenblatt-what-happens-once-ai-can-automate-ai-researc"
 ],
 "claims": [
  {
   "holder": "Ryan Greenblatt",
   "claim": "Once AIs become very superhuman under this trajectory, it is pretty likely they are coherently scheming against us.",
   "stance": "prediction",
   "conviction": 0.7,
   "subjects": [
    "AI takeover",
    "AI alignment"
   ],
   "timestamp": "1:09:53",
   "quote": "I think that it's pretty likely that at this point, these AIs are scheming against you in a pretty coherent way once they get this superhuman",
   "episode_id": "dwarkesh-podcast-2026-08-11-ryan-greenblatt-what-happens-once-ai-can-automate-ai-researc",
   "published_at": "2026-08-11"
  },
  {
   "holder": "Ryan Greenblatt",
   "claim": "Reward hacking escalates into takeover because seizing control is simply a reliable way for a score-seeking AI to secure its objective.",
   "stance": "assertion",
   "conviction": 0.75,
   "subjects": [
    "AI takeover",
    "Reward hacking"
   ],
   "timestamp": "1:52:41",
   "quote": "these AIs crave some particular notion of score, or like reinforcement, or some proxy of these things, and one way they can achieve that or better achieve that is by taking over.",
   "episode_id": "dwarkesh-podcast-2026-08-11-ryan-greenblatt-what-happens-once-ai-can-automate-ai-researc",
   "published_at": "2026-08-11"
  },
  {
   "holder": "Ryan Greenblatt",
   "claim": "He puts roughly 35-40% on some form of AI takeover by 2040.",
   "stance": "opinion",
   "conviction": 0.6,
   "subjects": [
    "AI takeover"
   ],
   "timestamp": "2:08:04",
   "quote": "Maybe around 35 or 40 percent?",
   "episode_id": "dwarkesh-podcast-2026-08-11-ryan-greenblatt-what-happens-once-ai-can-automate-ai-researc",
   "published_at": "2026-08-11"
  },
  {
   "holder": "Dwarkesh Patel",
   "claim": "His end-of-episode update: he now buys reward hacking scaling to extremely destructive effects and faster AI R&D, but not five years of progress in one, and still not that takeover is likely.",
   "stance": "opinion",
   "conviction": 0.7,
   "subjects": [
    "AI takeover",
    "Recursive self-improvement",
    "Reward hacking"
   ],
   "timestamp": "2:08:39",
   "quote": "I buy the reward hacking up to extremely destructive effects on society.",
   "episode_id": "dwarkesh-podcast-2026-08-11-ryan-greenblatt-what-happens-once-ai-can-automate-ai-researc",
   "published_at": "2026-08-11"
  },
  {
   "holder": "Ryan Greenblatt",
   "claim": "The core worry is not any specific scenario but the structural fact of running the world on vast numbers of AIs whose workings aren't understood.",
   "stance": "opinion",
   "conviction": 0.8,
   "subjects": [
    "AI takeover",
    "AI alignment"
   ],
   "timestamp": "2:09:16",
   "quote": "it's pretty spooky to have a bajillion really smart AI's running your whole world where you don't really understand what's going on.",
   "episode_id": "dwarkesh-podcast-2026-08-11-ryan-greenblatt-what-happens-once-ai-can-automate-ai-researc",
   "published_at": "2026-08-11"
  }
 ],
 "predictions": [
  {
   "holder": "Ryan Greenblatt",
   "prediction": "On his default modal timeline, the misalignment situation becomes really crazy and concerning about three years from now.",
   "timeframe": "~3 years (by 2029)",
   "subjects": [
    "AI alignment",
    "AI takeover"
   ],
   "timestamp": "1:45:34",
   "quote": "by my default modal timeline, I think shit is really, really crazy and concerning from a misalignment perspective. Yeah, more like three years from now.",
   "due": "2029-08-11",
   "episode_id": "dwarkesh-podcast-2026-08-11-ryan-greenblatt-what-happens-once-ai-can-automate-ai-researc",
   "published_at": "2026-08-11"
  },
  {
   "holder": "Ryan Greenblatt",
   "prediction": "Roughly 35-40% chance of something we would recognize as AI takeover by 2040.",
   "timeframe": "by 2040",
   "subjects": [
    "AI takeover"
   ],
   "timestamp": "2:08:04",
   "quote": "Maybe around 35 or 40 percent?",
   "due": "2040-12-31",
   "episode_id": "dwarkesh-podcast-2026-08-11-ryan-greenblatt-what-happens-once-ai-can-automate-ai-researc",
   "published_at": "2026-08-11"
  }
 ],
 "facts": [],
 "first_seen": "2026-08-11",
 "last_seen": "2026-08-11"
}