Meta AI Chief Says Large Language Models Will Not Reach Human Intelligence

Meta's AI chief said the large language models that power generative AI products such as ChatGPT would never achieve the ability to reason and plan like humans, as he focused instead on a radical alternative approach to create "superintelligence" in machines. From a report: Yann LeCun, chief AI scientist at the social media giant that owns Facebook and Instagram, said LLMs had "very limited understanding of logica... do not understand the physical world, do not have persistent memory, cannot reason in any reasonable definition of the term and cannot plana...ahierarchically." In an interview with the Financial Times, he argued against relying on advancing LLMs in the quest to make human-level intelligence, as these models can only answer prompts accurately if they have been fed the right training data and are, therefore, "intrinsically unsafe." Instead, he is working to develop an entirely new generation of AI systems that he hopes will power machines with human-level intelligence, although he said this vision could take 10 years to achieve. Meta has been pouring billions of dollars into developing its own LLMs as generative AI has exploded, aiming to catch up with rival tech groups, including Microsoft-backed OpenAI and Alphabet's Google.

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