Hassabis envisions singularity foothills as LeCun denies LLM intelligence
Deepmind's Demis Hassabis predicts AGI within five years while Meta's Yann LeCun argues current LLMs lack true intelligence because they cannot solve problems without prior training.
conflicting views on AI progress emerged from comments by Demis Hassabis, Yann LeCun, and Oriol Vinyals. Hassabis, speaking at Google I/O 2026, claimed humanity is 'in the foothills of the singularity' and forecasted AGI within five years, asserting it would represent a shift '10 times the industrial revolution at 10 times the speed.' in contrast, Yann LeCun, AI chief at Meta, argued that current LLMs are not intelligent because they rely on accumulated knowledge rather than the ability to solve new problems 'when you don't know,' a view he attributes to Jean Piaget. LeCun is actively researching architectures beyond Transformers to achieve human-like learning capabilities. Oriol Vinyals, co-lead of the Gemini program, offered a moderate perspective, suggesting that while current models excel at specific tasks like coding and math, they fall short of AGI because they cannot yet learn from experience to generate true scientific breakthroughs.