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Finalist

Polaris - Multimodal Threat Intelligence API for Agents

Built at Agentic Orchestration and Collaboration Hackathon · Jan 10, 2026 · San Francisco, CA

Demo video · www.loom.com/…

We built Polaris, an open source threat intelligence system that keeps agent workflows aligned with current vulnerabilities. It uses a static 2025 BERT classifier as a baseline, then stays current by pulling live CVEs, generating adversarial tests, and learning new patterns in seconds. It seamlessly lives within production workflows and secures the multi-trillion dollar agentic economy.

Team