measuring agentic security capabilities with smart contracts:
AGENTS
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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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Agentic AI Fundamentals: Planning, Acting, Reflecting and Multi-Agent Systems
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Agentic AI, simplified: • Agents are systems
• Plan → Act → Reflect loops
• Memory = compounding intelligence
• Tools = real-world impact
• Multi-agent > single-agent If it only chats, it’s not agentic. Via @ingliguori -

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
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LangSmith Agent Builder Major Update: New Chat and File Features
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🚀 We just shipped a major update to LangSmith Agent Builder:
— LangChain (@LangChain) 18 février 2026
• New agent chat: One always-available agent with access to all your workspace tools
• Chat → Agent: Turn any conversation into a specialized agent with one click
• File uploads: Attach files directly to Agent… pic.twitter.com/tNDIKLTcY4We just shipped a major update to LangSmith Agent Builder: • New agent chat: One always-available agent with access to all your workspace tools
• Chat → Agent: Turn any conversation into a specialized agent with one click
• File uploads: Attach files directly to Agent -

AI now hires you over the phone, disrupting investors
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Someday soon AI will hire you. @boardyai is already doing that today. You talk to it on the phone. Helps you build your company. Very disruptive to all sorts of investors.
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AI Pin advances with OpenClaw for autonomous task automation
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The concept of "The AI Pin" is advancing – and taking advantage of OpenClaw.
— AI Breakfast (@AiBreakfast) 18 février 2026
Visual memory + context + OpenClaw automation means that when work is assigned to you, there's a model that takes over behind the scenes and gets it done without your immediate direction, because it… https://t.co/6xSCskn76KThe concept of "The AI Pin" is advancing – and taking advantage of OpenClaw. Visual memory + context + OpenClaw automation means that when work is assigned to you, there's a model that takes over behind the scenes and gets it done without your immediate direction, because it
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PolyAI voice realism could make real people sound like AI
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Great demo video
— AI Breakfast (@AiBreakfast) 18 février 2026
Millions of people have interacted with a PolyAI voice and didn't even realize it wasn't a person
This tech will get so good that the script will flip, and you'll start to think real people on the phone are AI, because it'll be a safer assumption at that point https://t.co/fYtFaSAuGcGreat demo video Millions of people have interacted with a PolyAI voice and didn't even realize it wasn't a person This tech will get so good that the script will flip, and you'll start to think real people on the phone are AI, because it'll be a safer assumption at that point