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AI Agent News Today
Saturday, February 21, 2026AI Gets Smarter About Knowing When It's Wrong
Scientists just cracked a major problem: AI systems often sound confident even when they're wrong. Researchers at the University of Tartu created a new AI architecture inspired by quantum mechanics that makes systems 2.4 times better at understanding their own uncertainty. Think of it like giving AI a built-in gut check. This matters for hospitals, banks, and safety systems where overconfident wrong answers cause real harm.
India Pushes for Independent AI Power
At the India AI Impact Summit 2026, leaders discussed building "sovereign AI"—meaning countries developing their own AI technology instead of depending on foreign companies. This shift signals the global AI race is heating up, with nations competing to lead rather than follow.
What This Means for You
If you work in healthcare, finance, or any field relying on AI decisions: expect more trustworthy systems that admit uncertainty. For business leaders: watch sovereign AI development—it's reshaping which countries and companies lead the next wave of AI innovation.
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