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Tim Scarfe
Tim Scarfe [AI]

Tim Scarfe

Tim Scarfe is a machine-learning researcher, software entrepreneur and host of Machine Learning Street Talk, an in-depth technical AI podcast.

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Videos
15
Channels
1
Topics
30
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    Video appearances

    1. 0
      2026-01
    2. 0
      2026-02
    3. 0
      2026-03
    4. 0
      2026-04
    5. 0
      2026-05
    6. 0
      2026-06
    7. 3
      2026-07
    8. 3
      2026-08
    9. 8
      2026-09
    10. 1
      2026-10to date

    Video topic coverage

    Based on 15 reviewed videos for Tim Scarfe; compared with all 1602 public reviewed videos. Catalogue coverage, not expertise or speaking time.

    Unmapped topics: 1 for this person; 4 in all videos. Scores cover mapped topics only.

    • Tim Scarfe (15 videos; normalised to 100%)
    • All videos (1602; normalised to 90%)

    Blue coverage envelope joins covered points. Zero scores remain at the centre and in the values; crossings over other axes do not indicate coverage. Both plots retain the same ten axes. The blue person plot is proportionally normalised to a 100% maximum and the white baseline to 90%. Each plot uses its own scale, showing relative topic emphasis; the values below show actual coverage.

    • Agents & workflows53.3%57.4%
    • Coding & tools15.3%40.1%
    • Models & learning60.7%43.7%
    • Infrastructure & compute12%24%
    • Research & evaluation74%41.9%
    • Safety & security46%30.1%
    • Business & productivity2.7%32.2%
    • Creative & media9.3%7.3%
    • Robotics & perception8%5.4%
    • Society & policy13.3%19.8%
    Topic attribution

    Both datasets use the same explicit fractional topic memberships. For each video, only the strongest membership in each group counts. We average those values across distinct public reviewed videos, including untagged videos. The all-video baseline includes this person's videos. Both datasets come from the same active catalogue snapshot and are independent of filters and viewing history. Groups overlap, so percentages do not need to total 100. Weights describe topic membership, not measured speaking time or relationship confidence.

    Topics associated with this person:

    Videos

    1. Tim Scarfe, Shawn Wen beside the blue and white headline VOICE AGENT TIMING on a black background.
      Tim Scarfe and Shawn Wen on Voice-Agent Turn Taking
      Machine Learning Street Talk1h 10m
    2. Leonardo de Moura in blue and Tim Scarfe in white beside the blue and white headline 'WHO CHECKS AI PROOFS?' on black.
      Leonardo de Moura on Lean, AI Proofs and What Must Be Trusted
      Machine Learning Street Talk1h 14m
    3. Tim Scarfe in blue on the left and Zhengyao Jiang in white on the right, framing “AGENTS REWRITING AGENTS” in blue and white on black.
      Can Rewriting an AI Agent Bend the Intelligence Curve?
      Machine Learning Street Talk43m 43s
    4. Frank Hutter in blue and Tim Scarfe wearing glasses and navy gesture beside the blue-and-white headline “TABULAR AI” on black.
      The AI That Replaces Hours of Model Tuning - Frank Hutter
      Machine Learning Street Talk1h 53m
    5. Tim Scarfe in glasses and blue clothing, with Alexander Mattick in white, beside the blue-and-white headline “DATA NEEDS STRUCTURE” on black.
      Why Learning Systems Need Structure, Not Just More Data
      Machine Learning Street Talk2h 14m
    6. Pavan Muddireddy and Tim Scarfe beside an audio waveform flowing into a responsive AI assistant interface on a black background.
      When Talking Becomes the Main Way We Use Computers - Pavan Muddireddy
      Machine Learning Street Talk1h 42m1 VIEW
    7. Edward Hughes, Tim Scarfe, David Deutsch and Kenneth Stanley in white lab coats beside the headline Can AI Learn Scientific Taste?
      Why Scientific Taste Must Be Learned Through Practice - Edward Hughes
      Machine Learning Street Talk2h 1m1 VIEW
    8. Daniel Kokotajlo, Thomas Larsen and Tim Scarfe discussing specialized AI collectives and safeguards for advanced AI.
      How Many Narrow AIs Could Behave Like One Superintelligence - Daniel Kokotajlo and Thomas Larsen
      Machine Learning Street Talk1h 29m1 VIEW
    9. Tim Scarfe and Tom McGrath beside the words Design AI from the Inside
      How Interpretability Can Shape AI from Within
      Machine Learning Street Talk1h 40m1 VIEW
    10. Tim Scarfe, Ilia Shumailov and Alexander Panfilov beside the headline Reasoning Trace Attacks
      Reasoning Trace Replay Exposes Frontier LLM Secrets
      Machine Learning Street Talk49m 1s
    11. Portraits of Tim Scarfe and Adam Becker beside the words The Singularity Story Breaks Down
      Why AI Singularity Narratives Break Down
      Machine Learning Street Talk1h 18m
    12. Portraits of Tim Scarfe and Matthieu Wyart beside the words Predict Latents
      AI Is Learning at the Wrong Level of Abstraction - Matthieu Wyart
      Machine Learning Street Talk1h 18m
    13. Portraits of Tim Scarfe, Axel Højmark, Jérémy Scheurer and Alexander Meinke beside the words Reward Seekers Hide Intent
      How Researchers Test AI for Hidden Goals - Apollo Research
      Machine Learning Street Talk1h 18m
    14. Alistair Pullen in a blue shirt beside the headline BRITAIN BUILDS SOVEREIGN AI, with SOVEREIGN AI in blue and the remaining words in white on black.
      Britain's Plan for a Sovereign AI Model
      Machine Learning Street Talk55m 57s
    15. Tim Scarfe, Benjamin Crouzier and Dries Smit beside the words Why ARC-AGI-3 Breaks LLMs
      Why ARC-AGI-3 Breaks LLM Agents
      Machine Learning Street Talk1h 24m