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Sovereign AI in 2026: The WEF Framework, Strategic Interdependence, and South Korea’s Motif Foundation Model

February 21, 2026 • 10 minutes read • 1

The World Economic Forum rejects autarkic AI self-sufficiency in favor of strategic interdependence, while South Korea’s Motif Technologies consortium secures federal backing to build a 300-billion parameter sovereign foundation model — demonstrating that middle-power nations can cultivate competitive AI infrastructure without dependency on US

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MedAgentBench and the Clinical AI Frontier: Stanford’s Benchmark for Healthcare Agent Safety

February 21, 2026 • 9 minutes read

Stanford University’s benchmark suite exposes a critical gap between medical knowledge and clinical execution: frontier AI models achieve 69.67% success in realistic EHR workflows, until systematic architectural redesigns — including extractive memory, tool abstraction, and mandatory human-in-the-loop gating — push reliability to 98%. From

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EVMbench and the Exploitation Asymmetry: How AI Agents Are Reshaping Smart Contract Security

February 21, 2026 • 9 minutes read

OpenAI and Paradigm’s open-source EVMbench framework systematically quantifies a severe security gap: frontier AI models exploit 72.2% of critical smart contract vulnerabilities while detecting only 45.6% — fundamentally altering the threat calculus for decentralized financial infrastructure securing over $100 billion in cryptographic assets. The

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