
Sholto Douglas
@_sholtodouglas
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Scaling RL @AnthropicAI, ex @DeepMind - working towards intelligence too cheap to meter
Joined February 2018
RT @mikeyk: Over 500M Artifacts have been created since we launched! And today, your Artifacts can now embed Claude's intelligence in them;….
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RT @nearcyan: My job? I'm a rare token hunter. I track down dead languages in Tibetan monasteries, decrypt Tesla's private journals, chase….
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RT @ericjang11: Thrilled to be sharing an important milestone towards bringing humanoid robots to the home: 1X AI has trained Redwood, a VL….
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RT @_catwu: Claude Code now integrates more deeply with VS Code and JetBrains IDEs. Claude Code can see your open files, LSP diagnostics,….
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Extremely fun joining @tbpn yesterday!.
"Building X would take human months, but if you have fast and good enough AIs, you could do it in several hours." - @_sholtodouglas, research @AnthropicAI. "True creativity is much harder to replicate than analytical reasoning.". "The AI models are actually pretty good at making
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RT @tbpn: Morning. Here are our guest call-ins today:. - @shaunmmaguire (Sequoia).- @jackgwhitaker (Stanford).- @AarushSelvan (Google).- @o….
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RT @dwarkesh_sp: "I look at [DeepSeek's] work, and I'm like, 'Ah, a kindred soul'.". Anthropic researcher @_sholtodouglas and @TrentonBrick….
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RT @dwarkesh_sp: "We finally have proof of an algorithm that can give us expert human reliability and performance, given the right feedback….
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RT @nearcyan: dwarkesh's most recent episode with sholto + trenton is one of the best resources for vibe-checking your takes on LLMs/AI and….
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One year on - what’s changed? Are we still on trendline? Hang out with us and find out :).
.@TrentonBricken and @_sholtodouglas are back. Timestamps:.00:00:00 – Claude 4 & how far RL can scale.00:16:27 – Is continual learning a key bottleneck?.00:31:59 – Model self-awareness.00:50:32 – Taste and slop.01:00:51 – How soon to fully autonomous agents?.01:15:17 – Neuralese
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Extremely fun conversation - we talked a lot about what the next few years might look like, what kinds of long running agency are now possible, and what companies and countries should do in response.
New episode with @_sholtodouglas (Member of Technical Staff, @AnthropicAI) on how Claude 4 is reshaping coding, research, and the future of work:. - What is newly enabled by Claude 4.- AI's impact today on AI research.- Timeline to automation of all white-collar jobs.- AI 2027
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RT @AnthropicAI: Introducing the next generation: Claude Opus 4 and Claude Sonnet 4. Claude Opus 4 is our most powerful model yet, and the….
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RT @danshipper: Claude 4 Opus can do something no other AI model I've used can do:. It can actually judge whether writing is good. https://….
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I trust Tamay, Ege and Matthew more than anyone to deliver on the difficulty and rigour necessary to automate white collar work. Very excited to back this :).
Today we’re announcing Mechanize, a startup focused on developing virtual work environments, benchmarks, and training data that will enable the full automation of the economy. We will achieve this by creating simulated environments and evaluations that capture the full scope of.
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