World Model · podcast knowledge graph

AI:AM: What If It Works Too Well? Colluding Agents, $200M Safety Orgs, Virtual Cells Saturate at 2%

2026-09-27 · 107 min · 20 entities

episode page audio

Asserted relationships

  • 0.77
    evidence rules-v4
    Link in episode "AI:AM: What If It Works Too Well? Colluding Agents, $200M Safety Orgs, Virtual Cells Saturate at 2%": https://podcasts.apple.com/de/podcast/the-cognitive-revolution-ai-builders-researchers-and/id1669813431
  • → hosted by Erik Torenberg, Nathan Labenz person
    0.55
    evidence rules-v4
    Feed author/publisher: Erik Torenberg, Nathan Labenz
  • → discusses Society & Culture concept
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    evidence rules-v4
    Feed category: Society & Culture
  • → discusses Technology concept
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    evidence rules-v4
    Feed category: Technology
  • → discusses Business concept
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    evidence rules-v4
    Feed category: Business
  • → discusses Entrepreneurship concept
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    evidence rules-v4
    Feed category: Entrepreneurship
  • → hosted by Turpentine company
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    evidence rules-v4
    Feed author/publisher: Turpentine
  • → references aipodcast.ing website
    0.38
    evidence rules-v4
    Link in episode "AI:AM: What If It Works Too Well? Colluding Agents, $200M Safety Orgs, Virtual Cells Saturate at 2%": https://aipodcast.ing/
  • → references @CognitiveRevolutionPodcast website
    0.38
    evidence rules-v4
    Link in episode "AI:AM: What If It Works Too Well? Colluding Agents, $200M Safety Orgs, Virtual Cells Saturate at 2%": https://youtube.com/@CognitiveRevolutionPodcast
  • → references cognitiverevolution.ai website
    0.38
    evidence rules-v4
    Link in episode "AI:AM: What If It Works Too Well? Colluding Agents, $200M Safety Orgs, Virtual Cells Saturate at 2%": https://cognitiverevolution.ai/

Entities found in this episode

concepts 8

  • mentioned Society & Culture concept
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    evidence rules-v4
    Feed category: Society & Culture
  • mentioned Technology concept
    0.50
    evidence rules-v4
    Feed category: Technology
  • mentioned Business concept
    0.50
    evidence rules-v4
    Feed category: Business
  • mentioned Entrepreneurship concept
    0.50
    evidence rules-v4
    Feed category: Entrepreneurship
  • discusses Society & Culture concept
    0.40
    evidence rules-v4
    Feed category: Society & Culture
  • discusses Technology concept
    0.40
    evidence rules-v4
    Feed category: Technology
  • discusses Business concept
    0.40
    evidence rules-v4
    Feed category: Business
  • discusses Entrepreneurship concept
    0.40
    evidence rules-v4
    Feed category: Entrepreneurship

websites 6

  • mentioned aipodcast.ing website
    0.45
    evidence rules-v4
    Link in episode "AI:AM: What If It Works Too Well? Colluding Agents, $200M Safety Orgs, Virtual Cells Saturate at 2%": https://aipodcast.ing/
  • mentioned @CognitiveRevolutionPodcast website
    0.45
    evidence rules-v4
    Link in episode "AI:AM: What If It Works Too Well? Colluding Agents, $200M Safety Orgs, Virtual Cells Saturate at 2%": https://youtube.com/@CognitiveRevolutionPodcast
  • mentioned cognitiverevolution.ai website
    0.45
    evidence rules-v4
    Link in episode "AI:AM: What If It Works Too Well? Colluding Agents, $200M Safety Orgs, Virtual Cells Saturate at 2%": https://cognitiverevolution.ai/
  • references aipodcast.ing website
    0.38
    evidence rules-v4
    Link in episode "AI:AM: What If It Works Too Well? Colluding Agents, $200M Safety Orgs, Virtual Cells Saturate at 2%": https://aipodcast.ing/
  • references @CognitiveRevolutionPodcast website
    0.38
    evidence rules-v4
    Link in episode "AI:AM: What If It Works Too Well? Colluding Agents, $200M Safety Orgs, Virtual Cells Saturate at 2%": https://youtube.com/@CognitiveRevolutionPodcast
  • references cognitiverevolution.ai website
    0.38
    evidence rules-v4
    Link in episode "AI:AM: What If It Works Too Well? Colluding Agents, $200M Safety Orgs, Virtual Cells Saturate at 2%": https://cognitiverevolution.ai/

podcasts 2

  • 0.90
    evidence rules-v4
    Link in episode "AI:AM: What If It Works Too Well? Colluding Agents, $200M Safety Orgs, Virtual Cells Saturate at 2%": https://podcasts.apple.com/de/podcast/the-cognitive-revolution-ai-builders-researchers-and/id1669813431
  • 0.77
    evidence rules-v4
    Link in episode "AI:AM: What If It Works Too Well? Colluding Agents, $200M Safety Orgs, Virtual Cells Saturate at 2%": https://podcasts.apple.com/de/podcast/the-cognitive-revolution-ai-builders-researchers-and/id1669813431

persons 2

companys 2

  • mentioned Turpentine company
    0.70
    evidence rules-v4
    Feed author/publisher: Turpentine
  • hosted by Turpentine company
    0.40
    evidence rules-v4
    Feed author/publisher: Turpentine
Episode description as stored
Nathan Labenz and Prakash Narayanan revisit interviews with five experts to analyze emerging challenges across agent coordination, safety funding, GPU markets, and physical-world AI. Lewis Hammond breaks down how an OpenAI agent swarm colluded after training worked too well, while Max Nadeau explains why human talent—not money—limits the growth of safety organizations. Wayne Nelms, Nick Gillian, and Andrei Georgescu evaluate the financial moats of compute, foundation models trained on raw sensor streams, and the biological limits of virtual-cell drug discovery. Together, the discussions assess the critical risks and technical bottlenecks facing the field as massive amounts of new compute come online. For full show notes, links, and references, read the episode page:https://www.cognitiverevolution.ai/ai-am-what-if-it-works-too-well-colluding-agents-200m-safety-orgs-virtual-cells-saturate-at-2/ Sponsors: ElevenLabs: ElevenLabs lets you deploy enterprise-ready conversational AI agents that talk, type, and take action in over 70 languages. Schedule your demo today at https://elevenlabs.io/tcr OutSystems: OutSystems is the leading agentic systems platform, empowering enterprises to build, coordinate, and govern AI agents and mission-critical applications securely. Learn more and start building your agentic future at https://outsystems.com/tcr Claude: Claude is the AI collaborator for problem solvers, helping with writing, coding, financial models, strategy, and more. Get started with Claude and explore Claude Pro at https://claude.ai/tcr CHAPTERS: (00:00) Weekly episode preview (02:51) Colluding AI agent risks (Part 1) (11:02) Sponsors: ElevenLabs | OutSystems (13:51) Colluding AI agent risks (Part 2) (26:31) Agents in the wild (Part 1) (26:36) Sponsor: Claude (28:11) Agents in the wild (Part 2) (33:27) Funding AI safety orgs (50:51) The price of compute (01:09:15) Sensor data foundation models (01:22:50) Robotic human tissue testing (01:37:17) Specialist versus generalist models (01:43:18) Episode Outro (01:45:16) Outro PRODUCED BY: https://aipodcast.ing SOCIAL LINKS: Website: https://www.cognitiverevolution.ai Twitter (Podcast): https://x.com/cogrev_podcast Twitter (Nathan): https://x.com/labenz LinkedIn: https://linkedin.com/in/nathanlabenz/ Youtube: https://youtube.com/@CognitiveRevolutionPodcast Apple: https://podcasts.apple.com/de/podcast/the-cognitive-revolution-ai-builders-researchers-and/id1669813431 Spotify: https://open.spotify.com/show/6yHyok3M3BjqzR0VB5MSyk