DePIN security oracle for AI agents. Vision-Language model trained on 1M real blockchain graphs to detect on-chain attacks in <50ms. ERC-8259.
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Sigui: Vision-AI Security for agents. Powered by AMD MI300X/ROCm, it uses fine-tuned Qwen2-VL-7B to detect attack topologies in <50ms. It identifies threat "Topological DNA" that text engines miss. Real-time. Autonomous. Immutable. EIP-8259.