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1:18
YouTube
Farseen
VulnScout — paste a smart contract, find known exploits (1.5B model, live on Modal)
VulnScout finds the closest known-exploited Solidity code for any contract you paste — each match with the real auditor's finding behind it. It runs on a 1.5B-parameter sparse retriever (SAE-LoRA on Qwen2.5-Coder), and every audit is live GPU inference on Modal, with the cost shown on screen. ️ Try it: https://huggingface.co/spaces/build ...
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