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Turing Award winner Richard Sutton says pure generative AI can't do real science

Turing Award winner Richard Sutton sees a central weakness in conventional generative AI: it can't evaluate its own results. Without that ability, real scientific discovery remains impossible: novelty flickers briefly and is lost again. Systems like AlphaGo or AlphaProof show that only built-in evaluation loops let AI be genuinely creative, Sutton argues.<br /> The article Turing Award winner Richard Sutton says pure generative AI can't do real science appeared first on The Decoder. [...]

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Destination
Turing Award winner Rich Sutton founds Oak Lab to build AI agents that learn on their own

Richard Sutton, 2024 Turing Award winner and co-founder of modern reinforcement learning, has launched a new startup called Oak Lab in Toronto. He calls current deep learning methods "weak and in [...]

Match Score: 148.32

Destination
Richard Sutton says the AI industry has "lost its way" by ignoring core principles of intelligence

Richard Sutton, a leading figure in reinforcement learning and Turing Award winner, says the AI industry has lost its way.<br /> The article Richard Sutton says the AI industry has "lost it [...]

Match Score: 116.15

Destination
Algorithms from the 1980s power today's AI breakthroughs, earn Turing Award for researchers

Andrew Barto and Richard Sutton have won the 2024 A.M. Turing Award for developing key technologies that power modern artificial intelligence, including recent breakthroughs in large reasoning models. [...]

Match Score: 90.65

thenextweb
The father of reinforcement learning is leaving Carmack to build his own AI

One of the most decorated minds in AI is striking out alone. Richard Sutton shared the 2024 Turing Award for founding modern reinforcement learning. On Monday he said he is leaving John Carmack’s st [...]

Match Score: 70.53

fastcompany
AI pioneers win the Turing Award, tech’s top prize

Andrew Barto and Richard Sutton, are the winners of this year’s A.M. Turing Award, the tech world’s equivalent of the Nobel Prize. [...]

Match Score: 55.10

venturebeat
Three ways AI is learning to understand the physical world

Large language models are running into limits in domains that require an understanding of the physical world — from robotics to autonomous driving to manufacturing. That constraint is pushing invest [...]

Match Score: 44.47

Destination
The UK needs to deal with its e-scooter problem

E-scooters could be a vital tool to eliminate unnecessary car journeys, cutting emissions and journey times. Unfortunately, the UK is the last major European nation to not allow them to be ridden on m [...]

Match Score: 41.78

zdnet
AI scholars win Turing Prize for technique that made possible AlphaGo's chess triumph

Scholars Andrew G. Barto and Richard S. Sutton pioneered reinforcement learning long before it became a key tool in AI. [...]

Match Score: 35.62

thenextweb
Researchers broke GitHub Copilot’s safety by hiding harm in a workflow

Researchers at the Alan Turing Institute have shown that GitHub Copilot will produce harmful content it would normally refuse. The trick is to spread the request across an ordinary coding workflow. Th [...]

Match Score: 32.12