Why LLMs Will Hit a Wall (MIT Proved It)

Every major AI company is burning billion on one strategy. Scale harder, build bigger, and throw more compute at the problem. But if you ask why bigger = better, there is not a clear answer. A new paper from MIT about "Scaling Laws" was published in January 2026 and the math suggests we are much closer to the AI "ceiling" than most people realized. Video covers: Why scaling compute actually works. How 50,000 words fit into 4,000 dimensions using "Superposition." The breakthrough formula MIT found that explains AI "intelligence." The results and takeaways from the paper Links & Resources: MIT Research Paper: https://arxiv.org/pdf/2505.10465