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Winner, Track 1 - TechEx 2026 (NVIDIA DGX Spark). Signed supply chain + insurance layer for AI agent fleets: blocks the April 2026 MCP RCE at handshake and ships an ed25519-signed AI-BOM an underwr…
RL environment for incident response: a 1.7B model trained for 30 min on a free Colab T4 beats untrained 671B DeepSeek-V3.1 by +1.54 reward. Deterministic Python rewards, no LLM judge, pure-Python …