Shane Legg Phd, . Alongside his PhD advisor, Marcus Hutter, Legg developed the Legg-Hutter Intelligence Measure, a formal framework that provides a general definition of intelligence applicable to both biological and artificial systems. The Alignment Workshop is a series of I had a lot of fun chatting with Shane Legg - Founder & Chief AGI Scientist, Google DeepMind! We discuss:* Why he expects AGI around 2028* How to align super Shane Legg responds to 17-year-old's tweet with advice on how to succeed working in artificial intelligence. [3] He completed his undergraduate studies at Waikato University. Click the button below to contact Shane Legg and set up personal mentorship: To help current students and recent graduates navigate the world of work, several USI Alumni shared their career paths and career story. He got his PhD from University of Lugano working on theoretical models of super intelligent machines (AIXI Shane Legg is an academic researcher from Google. What is your background, and what current projects are you involved in? My degrees cover mathematics, statistics, economics, computer science and artificial intelligence. See also General AI Challenge - Round 1 References Legg, Shane. He has a PhD from the University of Lugano with Prof. Saam met Demis Hassabis en Mustafa Suleyman het hy DeepMind Technologies (later deur Google gekoop en nou Google DeepMind genoem) mede-gestig, en werk daar as die hoof KAI -wetenskaplike. 2008 190 p Thèse de doctorat: Università della Svizzera italiana, 2008 Artificial intelligence Intelligence Solomonoff induction AIXI 2010 saw Hassabis found AI company, DeepMind Technologies with Shane Legg and Mustafa Suleyman. USI Degree: PhD in Informatics, 2008. Shane Legg is the Co-founder and Chief AGI Scientist at Google DeepMind, where he leads the Technical AGI Safety team. Diss. MBA students come from more than 60 countries every year, with just over half coming from North America, and 60% holding US citizenship. I've had the good fortune to be able to work with a range of significant people in artificial intelligence and related topics over Hassabis is the CEO and co-founder of DeepMind, a machine learning AI startup, founded in London in 2010 with Shane Legg and Mustafa Suleyman. Retrieved 23 September 2024. Kamra received a bachelor’s degree in Computer Science and Engineering from IIT Delhi and a PhD in Computer Science from Columbia University. Shane Legg is cofounder and Chief AGI Scientist at Google DeepMind, where he leads the technical AGI safety team. Università della Svizzera italiana, 2008. Shane Legg CBE (gebore 1973 of 1974 [1]) is 'n masjienleernavorser en entrepreneur. He holds a PhD from the Dalle Molle Institute for Artificial Intelligence Research (IDSIA), where he proposed a formal definition of machine intelligence. It is a prisoner's dilemma situation however, because if everyone uses it, the situation gets worse. Here is Shane Legg on the topic of the significance of this kind of material: Another theme that I picked up was how central Hutter’s AIXI and my work on the universal intelligence measure has become: Marcus and I were being cited in presentations so often that by the last day many of the speakers were simply using our first names. Hassabis conheceu Legg quando ambos eram pesquisadores pós-doutorais na Gatsby Computational Neuroscience Unit, e ele e Suleyman eram amigos por meio de suas famílias. Shane is a Distinguished Alumni of Waikato University, and obtained his PhD from the Dalle Molle Institute for Artificial Intelligence Research (IDSIA) in Switzerland. Doctoral thesis Machine super intelligence Legg, Shane Hutter, Marcus (Degree supervisor) 17. Tell us about yourself. He is a co-founder of DeepMind Technologies, a British artificial Intelligence company acquired by Google in 2014. Machine super intelligence. Shane Legg is co-founder and Chief AGI Scientist at Google DeepMind, where he leads the Technical AGI Safety team. PHOTO: COURTESY OF DEMIS HASSABIS He founded DeepMind in 2010 with Shane Legg, whom he had met at UCL, and Mustafa Suleyman, a friend of his brother’s. Heroin is just a tool to get high, so obviously a drug addict can choose whether to use it, right? The problem is that technology like AI provides short-term, economic advantages to those who use it, regardless of the long-term consequences. My PhD thesis was awarded the $10,000 Canadian Singularity Institute for Artificial Intelligence Prize. In 2010, Hassabis co-founded DeepMind Technologies, a London-based machine learning AI startup, with Shane Legg and Mustafa Suleyman. [2][3] Hy is ook bekend vir sy akademiese werk oor kunsmatige algemene Here is Shane Legg on the topic of the significance of this kind of material: Another theme that I picked up was how central Hutter’s AIXI and my work on the universal intelligence measure has become: Marcus and I were being cited in presentations so often that by the last day many of the speakers were simply using our first names. Nonclassical Arithmetics and Calculi. Previous affiliations of Shane Legg include Dalle Molle Institute for Artificial Intelligence Research. We’ll plan a time and location to meet in person or virtually. Legg’s role at DeepMind has primarily focused on AGI technical safety, ensuring that when powerful AI systems are developed, they will align with human intentions and prevent potential catastrophes. The company was acquired by Google in 2014 for a staggering sum of around $650 million (estimated). Before DeepMind, Legg spent several years in academia, completing a Post Doc in finance at the University of Lugano in Switzerland and a PhD at Dalle Molle Institute for Artificial Intelligence Research (IDSIA). I like the way the book doesn't have 'artificial' in the title. Go to the Interviews. He is a distinguished alumni of Waikato University, and obtained his PhD from the Dalle Molle Institute for Artificial Intelligence Research (IDSIA) in Switzerland. Shane achieved his PhD from the Dalle Molle Institute for Artificial Intelligence Research in Switzerland, completing a dissertation on Machine Super Intelligence in 2008. D is a New Zealand computer scientist and AI researcher who works on theoretical models of super intelligent machines. DeepMind Hassabis é o CEO e cofundador da DeepMind, uma startup de aprendizado de máquina e IA fundada em Londres em 2010 com Shane Legg e Mustafa Suleyman. He obtained his MSc with the thesis Solomonoff Induction [4] with Prof. [27] He continued his neuroscience and artificial intelligence research as a Wellcome Trust Research Fellow at the Gatsby Computational Neuroscience Unit, UCL and as a visiting scientist jointly at MIT and Harvard. Over the next four years he developed a series of AI models and trained them using deep learning to play and master video games without teaching the AI the rules. You has been in the industry since 2006. The MIT Sloan culture is similar to, but also distinct from, overall MIT culture, and is influenced most strongly by its MBA program. Shane Legg Mr. Calude at the University of Auckland. Shane walks host Hannah Fry through his AGI framework, breaking down the levels from minimal AGI to full AGI, and his timelines for each. Roy You is a Risk Manager responsible for analyzing portfolios and quantifying risk. ch www. idsia. It covers a few issues, including what intelligence is, how to measure it. In 2003 I started a PhD at IDSIA in Switzerland working on AIXI, a theoretical model of super intelligence developed by Prof. Legg went on to get his own PhD, writing a dissertation, “Machine Super Intelligence,” that noted the technology could become an existential threat, and then moved into a postdoctoral Technical Report IDSIA-07-07 A Collection of Definitions of Intelligence Shane Legg IDSIA, Galleria 2, Manno-Lugano CH-6928, Switzerland shane@idsia. 06. The author has an hindex of 18, co-authored 34 publications. Early life[edit] Legg attended Rotorua Lakes High School in Rotorua, on New Zealand 's North Island. "Pauling's Prizes". Absolutely wrong. Prior to business school, engineering is the most popular AGI by 2028 - Shane Legg (DeepMind Founder) Dwarkesh Patel 741K subscribers Subscribe Before his PhD and before cofounding DeepMind, Shane Legg worked at "a number of software development positions at private companies", including the "big data firm Adaptive Intelligence" [13] and the startup WebMind founded by Ben Goertzel. Personal Mentorship Schedule one-on-one sessions with a member of our team. Shane Legg is a pioneering AI researcher best known as one of the co-founders of DeepMind, where h The co-founder of Google DeepMind (and UCL Neuroscience PhD graduate) joins us to speak about their humble beginnings, their mission and achievements, and future direction in the field of AI. Dr. Their goal with this technology was to create a general-purpose AI that can be useful and effective for almost anything. ICLR (Spotlight Paper). Hassabis went on to complete a PhD in Cognitive Neuroscience under the supervision of Professor Eleanor Maguire in the UCL Queen Square Institute of Neurology in 2009; while at UCL, he met future collaborator Dr Shane Legg (UCL Honorary Fellow 2016) at the Gatsby Computational Neuroscience Unit. [12] Before his PhD and before cofounding DeepMind, Shane Legg worked at "a number of software development positions at private companies", including the "big data firm Adaptive Intelligence" [13] and the startup WebMind founded by Ben Goertzel. This chapter is based on (Legg and Hutter, 2007c), in particular the parts which built upon (Legg and Hutter 2007b; 2007a). Here the story of Shane Legg, Co-founder and Chief AGI Scientist, Google DeepMind in London (UK). 2) Universal Artificial Intelligence. 2008 190 p Thèse de doctorat: Università della Svizzera italiana, 2008 Artificial intelligence Intelligence Solomonoff induction AIXI Doctoral thesis Machine super intelligence Università della Svizzera italiana Legg, Shane Hutter, Marcus (Degree supervisor) 17. Marcus Hutter June 2008 TL;DR Shane Legg is a co-founder of DeepMind whose work in machine learning, AGI theory, and cognitive modeling has made him one of the most influential thinkers in modern artificial intelligence. Machine Super Intelligence is Shane Legg's 2008 PhD thesis. Marcus Hutter. Interview with Shane Legg by Jonathan Despres. DeepMind co-founder Shane Legg puts the odds of achieving "minimal AGI" at 50 percent by 2028. Hassabis, Legg and Suleyman began working on AI technology by teaching it how to play old games from the seventies and eighties. c h/ ∼shane Marcus Hutter View a PDF of the paper titled A Collection of Definitions of Intelligence, by Shane Legg and Marcus Hutter See also General AI Challenge - Round 1 References Legg, Shane. Hassabis met Legg when both were postdocs at the Gatsby Computational Neuroscience Unit, and he and Suleyman had been friends through family. Adam Gleave, Michael Dennis, Shane Legg, Stuart Russell, Jan Leike (2021). When Shane Legg, co-founder of top AI lab DeepMind, interviews job applicants, he wants to make sure they know what they are getting into. SHANE LEGG, Ph. Shane Legg, Mark Gubrud and Ben Goertzel' ^ Ben Goertzel: Artificial General Intelligence | AI Podcast #103 with Lex Fridman, YouTube, 22 June 2020 ^ Paulos, John Allen (5 November 1995). The author has contributed to research in topics: Computer science & Reinforcement learning. Mr. [55] For decades, Shane Legg has anticipated the arrival of “artificial general intelligence” or AGI. He completed his doctoral thesis entitled Machine Super Intelligence in 2008. He is a prominent machine learning researcher and entrepreneur who co-founded DeepMind Technologies in 2010, which was later acquired by Google. It probes the limits of superintelligent machines and closes with a chapter on the potential significance of superintelligence. He was awarded the $10,000 Artificial Intelligence Canadian Singularity Institute award. D. Marcus Hutter June 2008 The Co-Founder And CEO Of Google DeepMind Demis Hassabis co-founded the AI/ML venture in 2010 along with Shane Legg and Mustafa Suleyman. Before his deep involvement in AGI, Shane worked in various software development roles which led to the foundation of DeepMind Technologies. Cristian S. It is through a series of these DeepMind, a London-based artificial intelligence (AI) lab bought by Google for £400 million in 2014, was cofounded by three people in 2010 but one of them remains relatively unknown. This overview of the theory, definition and testing of intelligence is my own work. Lila Ibrahim, chief operating officer at DeepMind, tells Machine Super Intelligence Doctoral Dissertation submitted to the Faculty of Informatics of the University of Lugano in partial fulfillment of the requirements for the degree of Doctor of Philosophy presented by Shane Legg under the supervision of Prof. "This presentation was delivered at the New Orleans Alignment Workshop, December 2023. Machine Super Intelligence Doctoral Dissertation submitted to the Faculty of Informatics of the University of Lugano in partial fulfillment of the requirements for the degree of Doctor of Philosophy presented by Shane Legg under the supervision of Prof. In other words: an artificial agent that can do all the kinds of cognitive tasks that Shane Legg sticks by his prediction in the October 26, 2023, interview by Dwarkesh Patel reported here, even though it is now only five years away. He received a Ph. How did you start your career? We founded DeepMind Technologies in 2010 after putting together a business Shane Legg - "System Two Safety. In the DeepMind podcast, Legg lays out his framework: a scale running from minimal AGI through full AGI to artificial superintelligence (ASI). PDF Cite Code Slides Video OpenReview Blog Twenty years ago—before Shane Legg clicked with neuroscience postgrad Demis Hassabis over a shared fascination with intelligence; before the pair hooked up with Hassabis’s childhood friend DeepMind Hassabis founded DeepMind, an AI-based start-up company, along with New Zealand computer scientist Shane Legg and English entrepreneur Mustafa Suleyman in 2011. Dec 15, 2025 · "Before DeepMind, Legg spent several years in academia, completing a Post Doc in finance at the University of Lugano in Switzerland and a PhD at Dalle Molle Institute for Artificial Intelligence Research (IDSIA). Simon's Rock of Bard Hassabis is the CEO and co-founder of DeepMind, a machine learning and AI research lab, founded in London in 2010 with Shane Legg and Mustafa Suleyman. Shane Legg then gave an overview of Google DeepMind's current projects, emphasizing the progress and ongoing initiatives at the forefront of what current AI systems can accomplish. MIT Sloan students and alumni informally call themselves Sloanies. ^ Goertzel, Benjamin (1985). Marcus Hutter on theoretical models of super intelligent machinery. Hassabis met Legg when both were postdocs at University College London 's Gatsby Computational Neuroscience Unit, and he and Suleyman had been friends through family. The New York Times. in Informatics in 2008, supervised by Marcus Hutter, with his dissertation focusing on theoretical models of superintelligent machinery, including formal frameworks for universal intelligence measures such as AIXI. Quantifying Differences in Reward Functions. hvwci, jl8d1, 30cg3t, fvhi9, ngyee, zoxg, sbqxn, 56ssi, mtq38, r0ilc,