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dipankarsarkar
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https://www.dipankar.cc

AI & ML interests

Building the AI-native stack. Agents as infrastructure, safety as architecture, performance as plumbing. I publish the receipts: papers, datasets, demos.

Recent Activity

liked a model about 1 hour ago
superagent-ai/security-one-27b
reacted to sergiopaniego's post with 👍 about 1 hour ago
ThinkingBox from @microsoft is now available as an OpenEnv env (cc @tuhink🤗 )! > ThinkingBox is a sandbox for testing agents on business workflows. it simulates a customer, gives the agent MCP tools over a real database, and at the end checks what changed in that database instead of trusting the agent's last message > ThinkingBox-Bench is the benchmark built on it: 507 tasks across retail, insurance, travel, banking and consulting > the OpenEnv env runs each task as an episode in its own isolated backend and returns a pass/fail reward from those checks https://huggingface.co/blog/microsoft/thinkingbox
reacted to homanp's post with 🔥 about 1 hour ago
We're super excited to introduce security-one: our open-weight model for security decisions. Designed to: ✅ Run 24/7 ✅ Assess signals across apps, agents and infra ✅ Return structured probabilities to guide routing ✅ Route suspicious events to stronger models/humans https://huggingface.co/superagent-ai/security-one-27b
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