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Ep 180: Korea-led AI agent tops human rivals at APEX 2026, proving agent systems can now…

Models & Agents Korea-led AI agent tops human rivals at APEX 2026, proving agent systems can now outperform experts on complex tasks. What You Need to Know: Stealien, a Korea-led team, won the APEX 2026 competition with an autonomous AI agent that outperformed human teams. Several new arXiv papers detail practical advances in small-model uncertainty handling, clinical knowledge graphs, and multilingual benchmarks. US and China officials discussed exchanging AI safety alerts ahead of a summit. Builders should watch how semantic-entropy routing and schema-guided evaluation move from research…

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