3 posts found
LeCun left Meta, founded AMI Labs at $3.5B, told Bloomberg LLMs are a 'dead end,' and gave them 5 years. After months of research, I can no longer ignore the 5 structural problems he pointed out. Here they are.
GPT-4o: from 91% with 5 words to 15% with 40. In mixed conditions: 1%. GPT-5, Claude Opus 4.1 and Gemini 2.5 also failed. A PNAS Nexus paper proved: transformers have no 'referee' for resolving attention conflicts. It's an architectural limitation.
AI passes medical and law exams but fails at novel problems. The difference between pattern recognition and true reasoning.