A team gave AI a kind of “inner voice” so it can spot its own confusion and fix itself mid-thought. And just as the government starts backing away from weather forecasting, NVIDIA steps in, with open-source AI models that beat traditional ones in short-term predictions.

We’ll talk about:

• How AI now knows when it’s wrong and why that changes everything
• The 5 “mental sensors” powering self-reflective AIs
• NVIDIA’s Earth-2 launch (and why it’s a flex on Google, Microsoft, and Huawei)
• A warning from scientists: what happens if public forecasting goes private?

Keywords: NVIDIA Earth-2, AI weather model, AI hallucination, LLM confidence, open-source AI

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