Yann LeCun

2026-10-08

RESEARCH · 1 SOURCE · MIT Technology Review AI

AI breakthroughs in robotics won’t change your life any time soon

A MIT Technology Review piece (with Aventine) surveys high-profile claims about humanoid robots—from Tesla’s Optimus hype to bullish statements by industry figures—and contrasts them with skeptical views from roboticists who say current AI advances (and language/image-based models) don’t yet solve the physical and control challenges of generalist robots. The article highlights examples of real progress, such as Google DeepMind’s ALOHA 2 paired with Gemini Robotics, but argues that meaningful, widely useful humanoid automation remains distant and timelines are uncertain.

6.0

2026-10-06

RESEARCH · 1 SOURCE · The Decoder

PhAI Labs publishes JEPA-Anything, a JEPA-based universal world model across physics to biology

Researchers led by PhAI Labs (with collaborators at Stanford, Oxford and Princeton) introduced JEPA-Anything, a Joint-Embedding Predictive Architecture that predicts multiple partial future-state embeddings instead of a single summary. The model outperforms a same-architecture JEPA baseline on diverse tasks (physics, robotics, weather, chemistry, single-cell and clinical data), discovered a near-exact numeric match to Kepler's third law in a trained run, and highlighted an IL-18 plus CD73-blockade combination that showed stronger anti-tumor activity than either component alone in organoids, patient tissue samples and mice; code and models are publicly available and the authors caution that causal interpretation and clinical utility remain unproven.

8.0

2026-09-28

STARTUPS · 1 SOURCE · WIRED AI

Worldmodeldata packages videogame controller and visual data as training corpora for world models

British startup Worldmodeldata, advised by Yann LeCun and led by CEO Rhea Loucas, is packaging controller inputs and paired visual data from video games into curated datasets for training 'world models' and says it has licensed almost 1 million hours of such data. The company pitches itself as a broker to speed dataset access for labs, while some researchers and firms (including Nvidia) caution that game physics and lack of fine-grained real-world signals may limit usefulness for tasks requiring precise motor control.

6.0

2026-09-18

MODELS · 1 SOURCE · TechCrunch AI

World-model startups AMI Labs and World Labs are keeping product plans secret

At the All In conference, the author found leading world-model efforts — Yann LeCun’s AMI Labs and Fei-Fei Li’s World Labs (whose Marble demos exist) — are deliberately vague about concrete product plans and timelines; even suppliers like Physicl say they don’t know how their data is being used. Company representatives say they remain in research and building phases and are not disclosing commercialization details.

5.0