Shane Legg @ShaneLegg
Co-founder and Chief AGI Scientist, Google DeepMind deepmind.com London Joined May 2009-
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We’ve come a long way since I started talking about Artificial General Intelligence (#AGI) back in 2001. Thanks @guyraz for having me on @HowIBuiltThis. Was nice to dive into my roots in AI & explore how we can better understand its value and challenges dpmd.ai/hibt-4
Huge congrats Demis. It is well deserved!
Huge congrats Demis. It is well deserved!
Nothing at @GoogleDeepMind could be more important than AGI Safety and I don't know of anyone better suited to lead our work in this critical area. It is with great pleasure that I welcome Anca!
Nothing at @GoogleDeepMind could be more important than AGI Safety and I don't know of anyone better suited to lead our work in this critical area. It is with great pleasure that I welcome Anca!
8 years ago, millions of people around the world watched Go master Lee Sae Dol take on @GoogleDeepMind’s #AlphaGo. It was an amazing event that I’ll never forget. Very cool to now watch Lee Sae Dol reflecting on his experience -> bit.ly/3TIy99B
Building embodied AI systems that can follow arbitrary language instructions in any 3D video game or simulation is a key challenge for creating general AI. Let's dive into our SIMA (Scalable, Instructable, Multiworld Agent) tech report to learn more 🧵deepmind.google/discover/blog/…
Our research project SIMA is creating a general, natural language instructable, multi 3D game-playing AI agent. The agent can carry out a wide range of tasks in virtual worlds, making AI more adaptable, helpful & fun! dpmd.ai/sima-1
Super impressive chat w/ founder of DeepMind “We solved protein folding… then we open-sourced it.” “Factuality & reasoning need to be tightened up on Gemini… we’re working on it.” “Agents are just getting started” @ShaneLegg
Great conversation with @ReedAlbergotti about #AGI at @sxsw The possibilities opening up before us are immense.
🔥Breaking News from Arena Google's Bard has just made a stunning leap, surpassing GPT-4 to the SECOND SPOT on the leaderboard! Big congrats to @Google for the remarkable achievement! The race is heating up like never before! Super excited to see what's next for Bard + Gemini…
I had a great conversation with @shiringhaffary yesterday, all about the definition of AGI.
I had a great conversation with @shiringhaffary yesterday, all about the definition of AGI.
AGI skeptics love using totally bizarre definitions of AGI to argue their case. For a sensible definition, consider the Competent AGI level from the Levels of AGI paper by @merrierm et. al. arxiv.org/abs/2311.02462 Next time you see a silly definition, point to this paper.
As someone who still vividly remembers trying to solve crazy hard geometry problems at the New Zealand IMO training camp in Christchurch way back in 1990... it kind of blows my mind to see how good AI has become at this! AGI keeps getting closer. dpmd.ai/alphageometry
Recently, I decided I wanted to read every page of one of my favorite websites, @OurWorldInData. I’m about halfway now. Here are the 30 most surprising things I’ve learned about the world so far! 🧵
Well put Andrew!
🥳 Our work on machine learning for medium range weather predictions is this week’s cover of Science🎄This is a fun area to work in and lots more scope for us as a field to support a range of decision-making needs. 🌍
🥳 Our work on machine learning for medium range weather predictions is this week’s cover of Science🎄This is a fun area to work in and lots more scope for us as a field to support a range of decision-making needs. 🌍
Awesome that Bard powered by Gemini Pro is now available here in the UK, enjoy trying it out!
Awesome that Bard powered by Gemini Pro is now available here in the UK, enjoy trying it out!
We should start using this as the canonical image for "in the perfect future" instead of that cartoon of shiny high-rises with the guy walking the dog.
We should start using this as the canonical image for "in the perfect future" instead of that cartoon of shiny high-rises with the guy walking the dog.
It's a great thing when someone can soberly say a sentence like this.
It's a great thing when someone can soberly say a sentence like this.
Thanks Shane, we were delighted to host the #AIAlignmentWorkshop and it was great to see so many people interested in alignment! Stay tuned for talk recordings and other content from the workshop.
Thanks Shane, we were delighted to host the #AIAlignmentWorkshop and it was great to see so many people interested in alignment! Stay tuned for talk recordings and other content from the workshop.
Yann LeCun @ylecun
710K Followers 718 Following Professor at NYU. Chief AI Scientist at Meta. Researcher in AI, Machine Learning, Robotics, etc. ACM Turing Award Laureate.Google DeepMind @GoogleDeepMind
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43K Followers 10K Following Policy research at @openai. I mostly tweet about AI, animals, and sci-fi. He/him. Views my own.Delip Rao e/σ @deliprao
46K Followers 5K Following Busy inventing the shipwreck. @Penn. Past: @johnshopkins, @UCSC, @Amazon, @Twitter ||Art: #NLProc, Vision, Speech, #DeepLearning || Life: 道元, improv, running 🌈Eric Jang @ericjang11
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61K Followers 2K Following a combination of a mediocre scientist, a mediocre manager, a mediocre advisor & a mediocre PC at @nyuniversity (@CILVRatNYU) & @genentech (@PrescientDesign).Shane Gu @shaneguML
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24 Followers 735 Following To become a member with discounted commission rates BinanceNutmegFC @jadarch
67 Followers 731 FollowingFrancesco Trentini @_ftrentini
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1K Followers 1K Following Novelist and contributing columnist @globeandmail. New book "The Imposters” out now. Past: intl edition of NY Times, the APContompotentyy @gigafestyu
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25 Followers 129 FollowingPaul Mozur 孟建國 @paulmozur
57K Followers 5K Following Global tech reporter for @NYTimes. I am so wise I had my mouth sewn shut. pmozur at https://t.co/PnW2nEGuP3Chen Liu @c242liu
0 Followers 615 FollowingDaniel Gong @danielglh
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0 Followers 356 FollowingVishal @vishaltheegula
33 Followers 229 FollowingJesse @j_neumatic
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12 Followers 299 Following Founder @varsatilityai | Learner | CSE UndergradElizabeth Dunmore @dunmore_lizzie
155 Followers 392 Following Researcher into all things AI at Evident Views are owned by meDh 丁 (March 3, 丙3.. @jdh10483333
3 Followers 157 Following zero income but ▪️an unVaccinated Virgin ▪️Vegan aimer since 3/2019 ▪️non-drinker,smoker,drugtaker ▪️ex-religionist (Christian) ▪️masks & sanitary gloves user.max murage @murage_max
3 Followers 101 FollowingUncle Sam Abroad @UncleSam_Abroad
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36 Followers 120 FollowingDavid Sachs @docdavidsachs
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210 Followers 2K Following Australian pharmacist and research scientist living in America.Google DeepMind @GoogleDeepMind
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370K Followers 2 Following towards a plurality of humanity loving AGIs @openaiOriol Vinyals @OriolVinyalsML
166K Followers 82 Following VP of Research & Deep Learning Lead, Google DeepMind. Gemini co-lead. Past: AlphaStar, AlphaFold, AlphaCode, WaveNet, seq2seq, distillation, TF.Demis Hassabis @demishassabis
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484K Followers 15K Following Great stories from the greatest storytellers. https://t.co/FUcWbVeOEl.Marques Brownlee @MKBHD
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229K Followers 3K Following @NVIDIA Sr. Research Manager & Lead of Embodied AI (GEAR Lab). Creating foundation models for Humanoid Robots & Gaming. @Stanford Ph.D. @OpenAI's first intern.Andrew Critch (h/acc) @AndrewCritchPhD
3K Followers 181 Following Human being; trying to do good; views my own; CEO @ Encultured; AI Researcher @ UC Berkeley.Sabine Hossenfelder @skdh
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1.5M Followers 1K Following Head of TED. Dreamer. Most days an optimist. TED = free talks on the web in Technology, Entertainment, Design & ideas worth spreading. https://t.co/5OMY86h3d0Flowers from the futu.. @futuristflower
0 Followers 0 Following e/acc | Azure whispers drift across my mind, painting a world more brilliant than I could ever find. 🕉️🌸Seth Herd @Simulation_Mind
18 Followers 85 FollowingDwarkesh Patel @dwarkesh_sp
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8K Followers 178 Following AI safety & alignment at Google DeepMind • associate professor at UC Berkeley EECS • proud mom of an amazing 2yr oldDavid Chalmers @davidchalmers42
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5K Followers 89 Following Research Scientist at DeepMind. I publish the Alignment Newsletter.Centre for the Study .. @CSERCambridge
16K Followers 1K Following @Cambridge_Uni interdisciplinary research centre dedicated to the study and mitigation of risks that could lead to human extinction or civilizational collapse.John McWhorter @JohnHMcWhorter
250K Followers 398 Following Columbia linguist, weekly at NYT, biweekly Lexicon Valley podcast and Glenn Show. 9 NASTY WORDS and WOKE RACISM in 2022. Later this year: PRONOUN TROUBLE!Chloé S. Valdary �.. @cvaldary
110K Followers 3K Following Founder & student of @enchanttheory. Join DOJO!, for 3-min daily quests that teach you how to love.Coleman Hughes @coldxman
350K Followers 903 Following Conversations w/Coleman Podcast | Forbes 30 Under 30 | Contributor at @theFP | Analyst at @CNN https://t.co/cwLQsfPK19Toby Ord @tobyordoxford
17K Followers 138 Following Senior Researcher at Oxford University. Author — The Precipice: Existential Risk and the Future of Humanity.Jeff Clune @jeffclune
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8K Followers 258 Following Research Director at the UK AI Safety Institute (AISI). Previously DeepMind, OpenAI, Google Brain, etc. @[email protected]Lila Ibrahim @lilaibrahim
9K Followers 668 Following Google DeepMind COO, former Coursera-KPCB-Intel, founder Team4Tech, Purdue engineer, women in tech, Crown Fellow, WEF YGLMIRI @MIRIBerkeley
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298K Followers 1K Following Research Scientist at DeepMind. Opinions my own. Inventor of GANs. Lead author of https://t.co/M6vl8pEifaEliezer Yudkowsky ⏹.. @ESYudkowsky
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16K Followers 314 Following Professor at Imperial College London and Principal Scientist at Google DeepMind. Tweeting in a personal capacity. To send me a message please use emailJane Wang @janexwang
36K Followers 430 Following Staff research scientist at DeepMind. AI and neuro. Former physicist, current human. https://t.co/jVR7w1pUOQEric Horvitz @erichorvitz
29K Followers 2K Following Chief Scientific Officer, Microsoft, President’s Council of Advisors on Science & Technology, Former President, AAAI.Jessica pointed out that the people saying I was hot are mostly guys. I pointed out that this shows she checked.
@colin_fraser You can’t trust mathematicians. They have a third year course called introduction to real analysis. Which means everything you learn in the first two years is fake analysis.
Our SIMA tech report is now on arXiv! arxiv.org/abs/2404.10179
Excited to share one of the main things I’ve been working on: scaling towards grounded language agents that can follow natural language instructions across many video game environments—using the same pixels to keyboard/mouse controls as humans do. 1/8
Something I taught 15 yo: People are quite willing to admit they're wrong about math, but less willing to as the subjects get softer. And since being right is such an advantage, it's worth stretching the attitude you have toward math as far softward as you can.
Congratulations to @demishassabis and John Jumper who received the 2023 Breakthrough Prize in Life Sciences for their work on #AlphaFold, an AI system to predict the 3D structure of proteins. 🧬 Find out more. → dpmd.ai/3JFJgKV
How I fell out of love with academia (this video was an accidental publication/scheduling blunder😬😬 but well uh, happy Friday I guess) youtube.com/watch?v=LKiBlG…
Delighted and honoured to receive a Knighthood for services to AI. It’s been an incredible journey so far building @GoogleDeepMind over the past 15 years, helping accelerate the field and grow the UK & global AI ecosystems. Thanks to everyone who helped make this dream possible!
@ancadianadragan @GoogleDeepMind Welcome! Had a few good conversations already and looking forward to way more!! 💙
Lee Sae Dol vs AlphaGo was 8 years ago, incredibly “Teaching Go in an AI era looks very different from the pre-AlphaGo world, because students can learn far more by studying games that have been played by AI.”
8 years ago, millions of people around the world watched Go master Lee Sae Dol take on @GoogleDeepMind’s #AlphaGo. It was an amazing event that I’ll never forget. Very cool to now watch Lee Sae Dol reflecting on his experience -> bit.ly/3TIy99B
The best part of the job is when the authors come in and enjoy the results with you Fellow Scholars. Loving it. Thank you very much for being so kind and congratulations on the wonderful paper! 🙏
@twominutepapers once again manages to pull the key ideas out of a paper in an entertaining way. This time about SIMA, our new language instructable multi-3D-game playing AI. As the review notes, the real significant of this lies in what will come next. youtube.com/watch?v=5U_Q2L…
How can the EU claim that it's good at regulation when we still have cookie warnings? If they wanted to create an ad campaign to convince everyone they were bad at regulation, they couldn't do better.
Great conversation with @ReedAlbergotti about #AGI at @sxsw The possibilities opening up before us are immense.
Nvidia CEO: people with really high expectations have very low resilience
I should add that we also trained and tested on a variety of custom designed and research environments like Playhouse and the newly developed Construction Lab! Custom environments played a pivotal role in our ability to evaluate and analyze agent capabilities.
SIMA stands for Scalable Instructable Multiworld Agent, and is trained on a number of commercial video games such as No Man's Sky, Goat Simulator 3, Valheim, and more!
@jeffclune Congrats Jeff! It’s no surprise that you are a co-creator of SIMA. I expected this to happen since VPT!
@ESYudkowsky as a test? buy this thing, make a pretty realistic MMO, set a million of these loose and see what happens? I genuinely don't know if AI will do bad stuff in reality, but I do know that if it might, it seems like it would do it in a sandbox first.
@ESYudkowsky Well if AI is gonna start diverging from intended human behavior or developing harmful instrumental sub goals or whatever other path to doom you envision, wouldn't it be useful to see that happening in virtual worlds first?
LLMs are amazing but they’re not grounded in external, embodied environments. That’s why I’m excited to finally be able to talk about the project I’ve been working on for over a year: SIMA, an agent that can follow natural language in video games! dpmd.ai/3TiYV7d
DeepMind SIMA: an agent that plays 7 games and 4 3D simulations by reading pixels and generating keyboard/mouse control. This was the original promise of OpenAI Universe in 2016, way ahead of its time. After 8 years, it's done right with the modern AI stack. Things I like: -…