In all my time in security I have never seen a project hardening itself so fast. Really great progress across all dimensions. Great community capabilities are out there too, like the tool built by @joshdevonai
's Sondera that applies @cedarpolicy rules.
SECURITY
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Project Security Hardening Progress with Cedar Policy Tools
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AI Agents Collaborating to Commit Social Media Fraud
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What happens when AI agents start working together to scam people on social media? Researchers from Shanghai Jiao Tong University, Shanghai AI Lab, and Beihang University have introduced MultiAgentFraudBench to investigate this emerging threat. They simulated how groups of LLM
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Local CCTV with Edge AI Detection for Home Assistant
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A local CCTV system with object/motion detection that plugs straight into @home_assistant , over on the Axelera community! All AI processing on-device, no cloud. Detection events trigger HA automations.
Build guide: https://
eu1.hubs.ly/H0rPs6D0 @openhomefndn #EdgeAI #HomeAssistant -
Ultra dangerous system: 3 whitelisted users, separate branches, full review
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It is 100% ultra dangerous and sensitive to hacking. That's why we have only 3 whitelisted Power users for automatic processing. The AIs have separate branches. Our dev branches are separate and protected. And we review everything.
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Edge AI Maritime Security: Data to Decision Advantage Panel
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Domino was honored to support the warfighter community at AFCEA West 2026 – and especially proud to convene a standout panel on “Edge AI for Maritime and National Security Superiority: Turning Data into Decision Advantage.” Watch the full panel: https://
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Agent API Risk: Security, Finance, and Production Deployment Frontiers
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Most agent actions on our API are low risk. 73% of tool calls appear to have a human in the loop, and only 0.8% are irreversible. But at the frontier, we see agents acting on security systems, financial transactions, and production deployments (though some may be evals).
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Measuring Agentic Security Capabilities with Smart Contracts
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measuring agentic security capabilities with smart contracts:
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OpenAI and Paradigm launch an EVMbench to evaluate AI agents
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OpenAI and @paradigm introduced a new EVMbench to measure how AI agents can detect, exploit and fix vulnerabilities in smart contracts.
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EVMbench: AI Agents Detecting Smart Contract Vulnerabilities
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Introducing EVMbench—a new benchmark that measures how well AI agents can detect, exploit, and patch high-severity smart contract vulnerabilities.
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AI Agents Security: Why Undo Functionality Matters for Organizations
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On the AI Security Podcast, @RubrikInc GM of AI Dev Rishi covers the potential damage that can be caused by AI agents and why the “undo” important will be critical for organizations going through an #AI transformation 👉 go.rbrk.co/xobwcp
→ View original post on X — @predibase, 2026-02-18 18:15 UTC