PeopleofSuperintelligence

Videos of Tim Scarfe

YouTube videos in which Tim Scarfe speaks or appears, newest first. A model chose them from YouTube search results. Key moments are from summaries that Gemini wrote. List updated 20 October 2026.

  1. How a Voice Agent Learns the Rhythm of Conversation — Shawn WenMachine Learning Street Talk · 1 October 2026 · 1 h 10 min
  2. The Programming Language That Referees Mathematics — Leo de MouraMachine Learning Street Talk · 29 September 2026 · 1 h 14 min

    Key moments 1:50 The Lean FRO 22:14 The Gzip Experiment 34:38 Lean 4 (2018–present) 1:05:17 Neurosymbolic Proof Search 1:13:30 Pair with an AI Assistant

  3. Can Rewriting an AI Agent Bend the Intelligence Curve? - Zhengyao JiangMachine Learning Street Talk · 26 September 2026 · 44 min
  4. Speech Recognition Is Not a Solved Problem — Pavan Kumar ReddyMachine Learning Street Talk · 14 September 2026 · 1 h 42 min
  5. What Building an AI Scientist Actually Requires Beyond Intelligence — Edward HughesMachine Learning Street Talk · 11 September 2026 · 2 h 2 min

    Key moments 1:58 Funding & Founding Vision 16:29 Csikszentmihalyi’s Systems Model 1:12:44 Empirical Results 1:40:19 Faraday & "Coding Agent as Tool" (CAT) 1:57:40 Rethinking OKRs

  6. How Many Narrow AIs Could Behave Like One Superintelligence - Daniel Kokotajlo and Thomas LarsenMachine Learning Street Talk · 8 September 2026 · 1 h 30 min

    Key moments 2:14 This interview on Machine Learning Street Talk features… 35:30 "Humans in the Cloud" vs. General Tools 58:50 Buying Time & Pacing Frontier Capabilities 1:11:01 Accounting for roughly 99% of large-scale frontier compute 1:28:04 The "Vibe Shift" & Adaptivity

  7. Strange Geometric Shapes Found Inside AIs — Tom McGrathMachine Learning Street Talk · 2 September 2026 · 1 h 40 min
  8. Why Frontier AI Labs Fight to Hide Chain of Thought — Ilia Shumailov & Alexander PanfilovMachine Learning Street Talk · 22 August 2026 · 49 min
  9. An Astrophysicist Debunks the Singularity — Adam BeckerMachine Learning Street Talk · 20 August 2026 · 1 h 18 min
  10. AI Is Learning at the Wrong Level of Abstraction — Matthieu WyartMachine Learning Street Talk · 10 August 2026 · 1 h 19 min
  11. How Researchers Test AI for Hidden Goals — Apollo ResearchMachine Learning Street Talk · 31 July 2026 · 1 h 19 min

    Key moments 1:01 This episode of Machine Learning Street Talk features… 21:49 Outer Alignment Patching vs. Cognition 59:50 To test whether models actively optimize for graders… 1:02:45 They use mirror/twin models to control for inherent… 1:17:54 The "Science of Scheming"

  12. Watching America Run Away With AI - Alistair Pullen (Cosine AI)Machine Learning Street Talk · 13 July 2026 · 56 min
  13. ARC-AGI-3 winning team - Millennia of minds, compressed into words.Machine Learning Street Talk · 1 July 2026 · 1 h 25 min
  14. Type a Sentence, Get a Playable 3D World in 3 Seconds - Shlomi Fuchter & Jack Parker-HolderMachine Learning Street Talk · 5 August 2025 · 58 min
  15. Math vs AI: Who Decides What's True? [Dr. Paul Lessard]Machine Learning Street Talk · 16 July 2025 · 47 min
  16. Impostor Intelligence?Machine Learning Street Talk · 8 July 2025 · 1 min
  17. AI Isn't Creative [Prof. Kenneth Stanley]Machine Learning Street Talk · 6 July 2025 · 2 h 16 min
  18. Why Every AI Model Is an Impostor — Kenneth StanleyMachine Learning Street Talk · 4 July 2025 · 16 min
  19. "We need AIs with PHYSICAL experience" (Jeff Beck)Machine Learning Street Talk · 10 April 2025 · 47 min
  20. ARC Prize Version 2 Launch Video! [Francois Chollet, Mike Knoop]Machine Learning Street Talk · 24 March 2025 · 54 min
  21. Panel discussion on ARC Prize 2024 (Zurich)Machine Learning Street Talk · 18 March 2025 · 40 min
  22. The Professor Who Proved ChatGPT Can't Think — Subbarao KambhampatiMachine Learning Street Talk · 23 January 2025 · 1 h 32 min
  23. MIGHT THE ROBOTS TAKE OVER? [Prof. Yoshua Bengio]Machine Learning Street Talk · 15 January 2025 · 1 h 42 min
  24. François Chollet on OpenAI o-models and ARCMachine Learning Street Talk · 9 January 2025 · 1 h 27 min
  25. Biologically-inspired AI and Mortal ComputationMachine Learning Street Talk · 15 October 2024 · 1 h 24 min
  26. Why does the Chinese Room still haunt AI?Machine Learning Street Talk · 11 October 2024 · 1 h 40 min
  27. Bold AI Predictions From Cohere Co-founderMachine Learning Street Talk · 10 October 2024 · 47 min
  28. This is what happens when you let AIs debateMachine Learning Street Talk · 27 September 2024 · 46 min
  29. Taming Silicon Valley - Prof. Gary MarcusMachine Learning Street Talk · 24 September 2024 · 1 h 57 min
  30. Is o1-preview reasoning?Machine Learning Street Talk · 15 September 2024 · 1 h 25 min
  31. David Hanson's Vision for Sentient RobotsMachine Learning Street Talk · 10 September 2024 · 53 min
  32. The Fabric of Knowledge - David SpivakMachine Learning Street Talk · 5 September 2024 · 46 min
  33. "AI should NOT be regulated at all!" - DomingosMachine Learning Street Talk · 25 August 2024 · 2 h 12 min
  34. ML Robustness & Engineering - Andrew Ilyas (MIT)Machine Learning Street Talk · 22 August 2024 · 1 h 28 min
  35. Building a GENERAL AI agent with reinforcement learningMachine Learning Street Talk · 20 March 2024 · 1 h 57 min
  36. Mechanistic Interpretability - NEEL NANDA (DeepMind)Machine Learning Street Talk · 28 October 2023 · 3 h 58 min
  37. Autopoietic Enactivism and the Free Energy Principle - Prof. Friston, Prof Buckley, Dr. RamsteadMachine Learning Street Talk · 5 September 2023 · 1 h 35 min
  38. MUNK DEBATE ON AI (COMMENTARY) [DAVID FOSTER]Machine Learning Street Talk · 2 July 2023 · 2 h 8 min
  39. Yannic Kilcher Interview (Part 1)Machine Learning Street Talk · 24 June 2023 · 57 min
  40. Decoding the Genome: Unraveling the Complexities with AI and CreativityMachine Learning Street Talk · 31 May 2023 · 43 min
  41. Can ChatGPT Handle Infinite Possibilities? - Walid SabaMachine Learning Street Talk · 15 April 2023 · 16 min
  42. Can AI Ever Be Truly Conscious? Prof. Chris Eliasmith ExplainsMachine Learning Street Talk · 8 April 2023 · 16 min
  43. Prof. Sepp Hochreiter: A Pioneer in Deep LearningMachine Learning Street Talk · 1 April 2023 · 12 min
  44. #96 Prof. PEDRO DOMINGOS - There are no infinities, utility functions, neurosymbolicMachine Learning Street Talk · 28 December 2022 · 2 h 49 min
  45. CONSCIOUSNESS IN THE CHINESE ROOMMachine Learning Street Talk · 8 November 2022 · 2 h 10 min
  46. #62 Dr. GUY EMERSON + Walid Saba [Unplugged]Machine Learning Street Talk · 4 March 2022 · 1 h 29 min
  47. OpenAI Codex (With Yannic Kilcher, Connor Leahy, Walid Saba)Machine Learning Street Talk · 1 September 2021 · 53 min
  48. #033 Karl Friston - The Free Energy PrincipleMachine Learning Street Talk · 13 December 2020 · 1 h 51 min
  49. #032- Simon Kornblith / GoogleAI - SimCLR and Paper Haul!Machine Learning Street Talk · 6 December 2020 · 1 h 30 min
  50. WE GOT ACCESS TO GPT-3! [Epic Special Edition]Machine Learning Street Talk · 28 November 2020 · 3 h 57 min
  51. The Math Behind Every Recommendation You've Ever Seen - Wouter KoolenMachine Learning Street Talk · 20 November 2020 · 1 h 48 min
  52. NLP is not NLU and GPT-3 - Walid SabaMachine Learning Street Talk · 4 November 2020 · 2 h 21 min
  53. AI Alignment & AGI Fire Alarm - Connor LeahyMachine Learning Street Talk · 1 November 2020 · 2 h 5 min
  54. Sara Hooker - The Hardware Lottery, Sparsity and FairnessMachine Learning Street Talk · 20 October 2020 · 1 h 19 min
  55. SWaV: Unsupervised Learning of Visual Features by Contrasting Cluster Assignments (Mathilde Caron)Machine Learning Street Talk · 14 September 2020 · 1 h 28 min
  56. Francois Chollet - On the Measure Of IntelligenceMachine Learning Street Talk · 19 June 2020 · 2 h 34 min
  57. OpenAI GPT-3: Language Models are Few-Shot LearnersMachine Learning Street Talk · 6 June 2020 · 1 h 52 min
  58. Harri Valpola: System 2 AI and Planning in Model-Based Reinforcement LearningMachine Learning Street Talk · 25 May 2020 · 1 h 38 min
  59. Exploring Open-Ended Algorithms: POETMachine Learning Street Talk · 9 April 2020 · 1 h 13 min

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