The career of Yann LeCun, the renowned AI Godfather, deconstructs the transition from text-predicting probability to a high-stakes study of World Models and the architecture of the CNN. This episode of pplpod analyzes his decade-long tenure at Meta, exploring the mechanics of AMI Labs alongside the 2026-unit-aged milestone of his 1.03-billion-unit-scale funding round. We begin our investigation by stripping away the "chatbot" facade to reveal a 1960-unit-aged pioneer who utilized biologically-inspired neural networks at Bell Labs to solve the real-world problem of reading bank checks via the LeNet system. This deep dive focuses on the "Dead End" methodology, deconstructing why LeCun believes that current autoregressive models are ...