Destination
KI-Pioneer Sutton calls synthetic data a "big mistake" in the face of an infinitely complex world

Turing Award winner Richard Sutton calls synthetic data a "big mistake" for scaling large language models. The world is infinitely complex, and any simulation of it is "microscopic," with human expertise acting as a bottleneck that blocks real scaling. Sutton's alternative is agents that learn continually from their own experience instead of relying on frozen models.<br /> The article KI-Pioneer Sutton calls synthetic data a "big mistake" in the face of an infinitely complex world appeared first on The Decoder. [...]

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venturebeat
Phi-4 proves that a 'data-first' SFT methodology is the new differentiator

AI engineers often chase performance by scaling up LLM parameters and data, but the trend toward smaller, more efficient, and better-focused models has accelerated. The Phi-4 fine-tuning methodology [...]

Match Score: 113.79

thenextweb
A Turing Award winner says the industry’s fix for running out of data is ‘a big mistake’

Richard Sutton thinks the AI industry’s answer to running out of training data is a mistake, and he has picked a blunt word for it. “ That’s just a big mistake,” he said of the turn to synthet [...]

Match Score: 76.01

Destination
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: no [...]

Match Score: 71.95

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: 61.53

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: 59.96

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: 59.71

venturebeat
The app store for robots has arrived: Hugging Face launches open-source Reachy Mini App Store with 200+ apps

There's an app for nearly every imaginable user and use case these days, but one thing they all have in common is that they're centered around one device: the smartphone.That changes today a [...]

Match Score: 53.52

venturebeat
AI synthetic audiences are already here and poised to upend the consulting industry

There is a war brewing between AI and consulting. Akin to an armies slow march towards the castle, a new technology is coming to dethrone the expert guessers of Mckinsey, Nielsen, Gartner, Publicis an [...]

Match Score: 40.81

venturebeat
OpenAI's models broke containment and cyberattacked Hugging Face — what enterprises need to know

Yesterday afternoon, OpenAI and Hugging Face published a joint disclosure outlining a cybersecurity event that redefines the threat landscape for enterprise technology. During an internal benchmark ev [...]

Match Score: 40.11