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Sholto Douglas

Reinforcement Learning Tech Lead, Anthropic

Verified interview transcripts, podcast appearances, and direct quotes from Sholto Douglas, Reinforcement Learning Tech Lead at Anthropic. AI-verified speaker identity with full-text searchable transcripts.

Recent appearances

  • Anthropic Researchers: How AI Will Create A Radically Better 2030s

    October 02, 2026 · 📺 Joe Lonsdale

    Anthropic is one of the fastest-growing companies in history and sits at the forefront of the AI race. This week, we're joined by two key leaders on Anthropic's technical team — Sholto Douglas and Nick Marwell — for an inside look at the AI frontier. Are we on the cusp of AGI — and what does that mean? What are they most excited about and most concerned about? And where does Anthropic stand on open source, as well as criticisms of its regulatory approach? Sholto Douglas grew up in Sydney, Australia, where he studied robotics and taught himself Machine Learning research; he went on to work at…

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  • Progressing AI Beyond Scaling and Into Deep Reasoning

    June 22, 2026 · 📺 Datadog

    The breakthroughs in AI today aren’t just coming from bigger datasets and more compute; Reinforcement Learning (RL) has quietly become one of the most powerful forces in modern AI development. RL is teaching models to reason and self-correct, enabling capabilities that make AGI feel less like science fiction and more like an inevitable future. In this fireside chat, Datadog Chief Scientist Ameet Talwalkar and Sholto Douglas of Anthropic will discuss the rise of RL-based post-training and its role in making the case for imminent AGI. They’ll look at the technical signals currently pointing…

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  • 🔴 LIVE with Sam Altman, Anthropic's Sholto Douglas, and more

    February 05, 2026 · 📺 TBPN

    Sign up for TBPN’s daily newsletter at TBPN.com 00:05:57 𝕏 Timeline Reactions 00:07:34 Anthropic's Trust Nuke 00:23:12 OpenAI's Frontier Model for Enterprise 00:43:38 Alphabet Beats Q4 Estimates 00:57:01 NVIDIA to Skip New Gaming Chips in 2026 01:00:52 Sam Altman, CEO of OpenAI, discusses the launch of Codex 5.3, highlighting its enhanced coding capabilities, increased speed, and improved interactivity, allowing users to guide the model during tasks. He emphasizes the importance of integrating AI agents into workflows, suggesting that managing a team of agents will become a standard prac…

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  • Is AI a Bubble? Experts Debate While Lifting

    January 12, 2026 · 📺 Swole as a Service

    Dwarkesh Patel hosts a podcast and writes about AI, economics, science, and history. Sholto Douglas scales reinforcement learning at Anthropic. But in this episode of Swole as a Service, all that matters is who can lift more. Host Jayden Clark puts Dwarkesh and Sholto's minds under pressure as the guys debate whether or not the AI boom is a bubble or not, all the while, Jayden puts them through a grueling chest and shoulders workout that ends with a push-up competition: THE CHESTMAXXER CHALLENGE. Co-produced with Soon. 00:43 - Standing Shoulder Press and: Are We Building Too Many Data Center…

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  • Claude 4.5 Opus with Sholto, Timeline in Turmoil, Doug DeMuro 🐐

    November 24, 2025 · 📺 TBPN

    07:11 Reviewing the Best AI Apps 29:32 𝕏 Timeline Reactions 31:31 Sholto Douglas, a Member of Technical Staff at Anthropic, discusses the launch of Claude Opus 4.5, highlighting its superior coding capabilities and efficiency in handling complex tasks. He emphasizes the model's advancements in vision understanding, particularly in interpreting front-end designs, while noting that generating images is not a current focus. Douglas also addresses the ongoing benefits of scaling in AI development, expressing confidence in continued progress and the potential for models to autonomously perform task…

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  • Sonnet 4.5 & the AI Plateau Myth — Sholto Douglas (Anthropic)

    October 02, 2025 · 📺 The MAD Podcast with Matt Turck

    Sholto Douglas, a key researcher at Anthropic, reveals the breakthroughs behind Claude Sonnet 4.5—the world's leading coding model—and why we might be just 2-3 years from AI matching human-level performance on most computer-facing tasks. You'll discover why RL on language models suddenly started working in 2024, how agents maintain coherency across 30-hour coding sessions through self-correction and memory systems, and why the "bitter lesson" of scale keeps proving clever priors wrong. Sholto shares his path from top-50 world fencer to Google's Gemini team to Anthropic, explaining why great…

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  • AGI By 2030 or Bust– Sholto and Trenton

    May 26, 2025 · 📺 Dwarkesh Clips

    Full episode:    • Is RL + LLMs enough for AGI? — Sholto Doug...   Transcript: https://www.dwarkesh.com/p/sholto-tre... Apple podcasts: https://podcasts.apple.com/us/podcast... Spotify: https://open.spotify.com/show/4JH4tyb... Me on twitter: https://x.com/dwarkesh_sp New episode with my good friends Sholto Douglas and Trenton Bricken. Both Sholto and Trenton work at Anthropic, where Sholto focuses on scaling RL and Trenton researches mechanistic interpretability. No other people in the world have been more influential on my thinking about AI. I’m already excited for episode v3 with them nex…

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  • How Can Students Prepare For AGI? – Trenton and Sholto

    May 23, 2025 · 📺 Dwarkesh Clips

    Full episode:    • Is RL + LLMs enough for AGI? — Sholto Doug...   Transcript: https://www.dwarkesh.com/p/sholto-tre... Apple podcasts: https://podcasts.apple.com/us/podcast... Spotify: https://open.spotify.com/show/4JH4tyb... Me on twitter: https://x.com/dwarkesh_sp New episode with my good friends Sholto Douglas and Trenton Bricken. Both Sholto and Trenton work at Anthropic, where Sholto focuses on scaling RL and Trenton researches mechanistic interpretability. No other people in the world have been more influential on my thinking about AI. I’m already excited for episode v3 with them nex…

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  • Claude 4, Next Phase for AI Coding, and the Path to AI Coworkers

    May 22, 2025 · 📺 Unsupervised Learning: With Jacob Effron

    Sholto Douglas, a Member of Technical Staff at Anthropic, joined Unsupervised Learning to break down why coding is the clearest early signal of model progress, how AI agents are already accelerating research, and what it’ll take to unlock real-world breakthroughs in fields like biology and robotics. 0:00 Intro 0:48 Claude 4 1:30 Capabilities and Improvements 2:29 Practical Applications and Advice 3:04 Future of AI in Coding 4:38 Managing Multiple AI Models 11:05 The Barrier to Agents is Reliability 16:20 Agents Conducting Research 19:39 Impact of Models on World GDP 24:59 Most Important Metri…

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  • Is RL + LLMs enough for AGI? — Sholto Douglas & Trenton Bricken

    May 22, 2025 · 📺 Dwarkesh Patel

    New episode with my good friends Sholto Douglas & Trenton Bricken. Sholto focuses on scaling RL and Trenton researches mechanistic interpretability, both at Anthropic. We talk through what’s changed in the last year of AI research; the new RL regime and how far it can scale; how to trace a model’s thoughts; and how countries, workers, and students should prepare for AGI. See you next year for v3. Enjoy! 𝐄𝐏𝐈𝐒𝐎𝐃𝐄 𝐋𝐈𝐍𝐊𝐒 Transcript: https://www.dwarkesh.com/p/sholto-tre... Apple Podcasts: https://podcasts.apple.com/us/podcast... Spotify: https://open.spotify.com/episode/3H46... Last year's episod…

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  • AMA: career advice given AGI, how I research ft. Sholto & Trenton

    March 25, 2025 · 📺 Dwarkesh Patel

    I recorded an AMA! I had a blast shooting the shit with my friends Trenton Bricken and Sholto Douglas. We discussed my new book, career advice given AGI, how I pick guests, how I research for the show, and some other nonsense. My book, “The Scaling Era: An Oral History of AI, 2019-2025” is available in digital format now. Links below! Stripe Press website: https://press.stripe.com/scaling E-book: https://www.amazon.com/Scaling-Era-Or... Print pre-order: https://www.amazon.com/Scaling-Era-Or... 𝐄𝐏𝐈𝐒𝐎𝐃𝐄 𝐋𝐈𝐍𝐊𝐒 Transcript: https://www.dwarkesh.com/p/scaling-ama Apple Podcasts: https://podcasts.ap…

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  • If we don’t get AGI by GPT-7 (~$1T), will we just never get it? – Sholto Douglas & Trenton Bricken

    April 11, 2024 · 📺 Dwarkesh Patel

    Full Episode:    • Sholto Douglas & Trenton Bricken — How LLM...   Website & Transcript: https://www.dwarkeshpatel.com/p/sholt... Spotify: https://open.spotify.com/episode/2dtD... Apple Podcasts: https://podcasts.apple.com/us/podcast... Follow me on Twitter:   / dwarkesh_sp   Trenton Bricken's Twitter:   / trentonbricken   Sholto Douglas's Twitter:   / _sholtodouglas  

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