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Turing Award winner Richard Sutton says pure generative AI can't do real science
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.
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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Richard Sutton says the AI industry has "lost its way" by ignoring core principles of intelligence
Richard Sutton says the AI industry has "lost its way" by ignorin

<p><img width="1536" height="1024" src="https://the-decoder.com/wp-content/uploads/2025/08/data_cycle.png" class="attachment-full size-full wp-post-image&qu [...]

Match Score: 122.01

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

<p><img width="2912" height="1632" src="https://the-decoder.com/wp-content/uploads/2025/03/ACM-Turing-Award-2024.png" class="attachment-full size-full wp-po [...]

Match Score: 93.47

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

<p>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.</p> [...]

Match Score: 57.03

venturebeat
Three ways AI is learning to understand the physical world

<p>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 pushi [...]

Match Score: 46.38

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

<p>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 ri [...]

Match Score: 43.28

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

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

Match Score: 37.07

The next leap in AI depends on agents that learn by doing, not just by reading what humans wrote
The next leap in AI depends on agents that learn by doing, not just by read

<p><img width="1536" height="1024" src="https://the-decoder.com/wp-content/uploads/2025/04/neural_network_experience_learning.png" class="attachment-full si [...]

Match Score: 33.83

The Golden Globes will start giving an award to the best podcast of the year
The Golden Globes will start giving an award to the best podcast of the yea

<p>The Golden Globes is expanding beyond film and TV with a new category. It will dole out an award for the best <a data-i13n="cpos:1;pos:1" href="https://www.engadget.com/spot [...]

Match Score: 31.26

2025 Hugo Award game finalists include Zelda: Echoes of Wisdom and Dragon Age: The Veilguard
2025 Hugo Award game finalists include Zelda: Echoes of Wisdom and Dragon A

<p>The Hugo Awards began honoring video games for the first time <a data-i13n="cpos:1;pos:1" href="https://www.engadget.com/hugo-award-video-games-220425979.html"><i [...]

Match Score: 28.73