Leo Talks Systems Thinking

Oct 6, 2026 · Artificial Intelligence

AI Finds 2.2M Crystals But Fails Kiwi Math: The Human-AI Work Divide

Contrasting DeepMind's GNoME discovering 2.2 million crystal structures with Apple's finding that LLMs fail simple math when irrelevant details are added, the article argues AI excels at generating candidates but lacks true reasoning, so humans must define value, set boundaries, and take responsibility while using AI for rule drafting, gap checking, translation, and simulation.