Why do 99% of popular AI fail simple reasoning tests?

"Why do 99% of popular AI fail simple reasoning tests?
For years, we’ve been dazzled by chatbots that can write poetry but fail a logic puzzle a ten-year-old could solve. In this deep dive, we pull back the curtain on the ""Stochastic Parrot"" era and explain why mainstream LLMs often lack a fundamental grasp of ""state tracking"" and logical consistency.
We explore the emergence of Large Reasoning Models (LRMs), a new paradigm of ""deliberative"" AI that doesn't just predict the next word but actually thinks through problems using Chain-of-Thought (CoT) reasoning. From MIT’s ""path attention"" to the shift from ""bullet chess"" reflexes to tournament-style deliberation, we analyze how the industry is moving from surface fluency to true internal structure. Is your AI actually thinking, or is it just a very fast autocomplete? Watch to find out how the future of ""Slow AI"" will solve the world's hardest problems.
Join the conversation: How do you use AI to supplement your own reasoning?
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Видео Why do 99% of popular AI fail simple reasoning tests? канала The Heart of Technology