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Government websites go dark after AI-discovered flaw sparks security scrambleReutersExclusive | AI Just Found a Bug That Puts up to 70% of the World’s Websites at RiskWSJDeepSeek seeks ‘total victory’ with new open-source tool to slash AI costSouth China Morning PostDeepSeek Unveils Open-Source Tool to Help Cut AI Operating CostsBloomberg.comSurvey: AI Coding Tools Increase Open Source Software DependenciesDevOps.comSecuring software in the age of AI: Red Hat CTO Chris WrightMcKinsey & CompanyPHP: What is it and why did it spark a global cyber security scramble?BBCNSSTS Targets Coding Tools With 8 New Policy Areas [2026]https://tech-insider.org/Introducing the Anthropic Cyber MissionAnthropicSound Ecosystem & Scenario Innovation: 7 RISC-V China Summit Sub-Forums Uncover New AI Opportunitieseu.36kr.comOpen models have real benefits. Do they outweigh the risks?MIT Technology ReviewPerplexity to open source tool used to contain AI agentsYahoo Finance AustraliaNVIDIA Open Agent Safety Platform: A Reference for Continuous In-Silicon Agent Monitoring | NVIDIA Technical BlogNVIDIA DeveloperNvidia opens up Israeli-founded Run:ai software two years after $800 million acquisitionCTech

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Two projects, every dimension, and a conclusion framed by use case — never a hollow “winner”.