Paradigm’s Alpin Yukseloglu: AI to Transform Crypto Security; Superhuman Auditors Near, Emerging Markets Offer High Yield
Alpin Yukseloglu, Investment and Research Partner at Paradigm and former Osmosis engineer, argues AI is set to materially improve crypto security and auditing. Co-author of EVMbench with OpenAI, Yukseloglu highlights rapid gains in model performance—detection of critical smart‑contract bugs rose from under 20% to over 70%—and predicts "superhuman" AI auditors could appear within the year. He warns smaller, simple or unaudited contracts will be most at risk as automation lowers exploit costs, while established, long‑running contracts remain relatively safer. Yukseloglu also emphasises that crypto already operates under adversarial threat models, which helps harden the space, and that AI will likely absorb many tooling functions (agent harnesses act as bootloaders). He promotes formal verification and improved on‑chain verifiability as key mitigations. On markets, Yukseloglu points to emerging‑market yield opportunities (estimated >$115 billion annual yield in 2024 with 10–40% ranges) and highlights projects like Bricks (BRX) that bridge DeFi with institutional tokenization and real‑world collateral. He frames the AI/crypto convergence as net positive if directed properly, while noting uncertainty over whether superintelligence will favor offense or defense. Practical engagement, experimentation and moving quickly are recommended strategies. Key SEO keywords: AI crypto security, smart contract audits, EVMbench, superhuman auditors, emerging market yield, DeFi tokenization.
Bullish
Overall the news is bullish for the crypto market. Yukseloglu’s key claims—rapid improvement in AI vulnerability detection (from <20% to >70%) and the imminent arrival of "superhuman" auditors—imply stronger on‑chain security over time. Improved automated auditing and formal verification reduce systemic risk and increase the portion of assets that can safely remain on‑chain, which supports higher institutional allocation and product development in DeFi. The article also highlights large, tradable yield pools in emerging markets (>$115B annual yield in 2024; 10–40% yields) and infrastructure projects (Bricks/BRX) that link DeFi to real collateral—factors that attract capital flows and product innovation. Short term, markets may see mixed reactions: announcements about powerful offensive AI capabilities can spur risk‑off moves for smaller, unaudited contracts and decrease appetite for high‑risk yield farms, while the prospect of stronger security and institutional tooling can lift large-cap, infrastructure, and tokenization projects. Historically, improvements in security and clearer bridges to real‑world assets (e.g., regulated stablecoins, tokenized debt) have correlated with positive flows into on‑chain liquidity and institutional interest. In the medium-to-long term, ubiquitous AI auditing and formal verification would lower smart‑contract risk premia, support price discovery, and make DeFi products more investible—a structural bullish signal. Traders should monitor: adoption of AI auditing tools, on‑chain exploit frequency (especially smaller protocols), institutional product rollouts (tokenized assets, BRX partnerships), and regulatory responses. Risk management: reduce exposure to small, unaudited contracts and favor audited infrastructure, stablecoin liquidity, and tokenized yield-bearing products until AI-driven security dynamics become clearer.