AI Finds 70% of Smart Contract Exploits | Alpin Yukseloglu

AI is getting dangerously good at smart contract security. Faster than crypto is ready for. Alpin Yukseloglu joins Bankless to break down EVMBench (built with OpenAI), a benchmark testing whether AI agents can detect, patch, and exploit real fund-draining bugs and why the jump from ~12–13% exploit-finding to 70%+ could rewrite today’s security assumptions. We unpack what that “70%” really means, why crypto’s verifiability is an ideal training ground, why AI labs haven’t prioritized crypto data yet, and what a 24/7 blackhat vs whitehat AI arms race means for DeFi. --- 📣SPOTIFY PREMIUM RSS FEED | USE CODE: SPOTIFY24 https://bankless.cc/spotify-premium --- BANKLESS SPONSOR TOOLS: 🔮POLYMARKET | #1 PREDICTION MARKET https://bankless.cc/polymarket-podcast 🪐GALAXY | INSTITUTIONAL DIGITAL FINANCE https://bankless.cc/galaxy-podcast ⚡ EUPHORIA | REAL-TIME ONE-TAP TRADING https://bankless.cc/euphoria 🌐BRIX | EMERGING MARKET YIELD https://bankless.cc/brix 🏅BITGET TRADFI | TRADE GOLD WITH USDT https://bankless.cc/bitget 🎯THE DEFI REPORT | ONCHAIN INSIGHTS https://thedefireport.io/bankless --- TIMESTAMPS 0:00 AI’s exploit leap: 12% → 70% and the “Superhuman auditors” 7:02: Staring at the singularity without losing your mind 10:31 Agency » doom: the Thiel framing 19:10 What’s most at risk (and what’s safer) 23:37 What EVMBench actually is (benchmark + harness) 27:03 Why exploiting is the key: killing false positives 29:24 AI gets “good at crypto” fast: verifiability 30:56 What “70% exploit rate” really means 33:32 Why AI labs avoided crypto (it’s not technical) 43:38 Blackhat vs whitehat: how the race plays out 47:21 Agents and “payments at the speed of light” 51:02 EVM vs Solana: network effects 56:18 AI formal verification as an endgame 58:06 EVMBench V2: expanding the frontier 59:54 Why Alpin stays in crypto --- RESOURCES Alpin Yukseloglu https://x.com/0xalpo EVMBench https://paradigm.xyz/evmbench --- Not financial or tax advice. See our investment disclosures here: https://www.bankless.com/disclosures