Chinese Nation-State Threat Activity Falls Sharply in Q2 Q3 2026
Chinese nation-state activity declined by 41.4% in Q2 and Q3 2026 according to Trellix.
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Chinese-linked groups use AI agents to attack over 200 organizations in 11 days
CrowdStrike reports China-nexus group Vapor Panda used ARTEX AI framework to attack organizations in 14 countries, installing BloodAlchemy backdoor.
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ECHO: A Matched-Contrast Benchmark for Context-Sensitive Turn-Taking in Full-Duplex Dialogue
ECHO benchmark pairs identical-overlap Chinese dialogue examples with contrasting contexts, revealing most full-duplex systems bias toward yielding the floor.