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New Carnegie Mellon paper shows that code written by AI agents during vibe coding often works but is usually unsafe. With the strongest setup, 61% of tasks run correctly but only 10.5% are secure. Vibe coding here means a human writes a natural language request and an AI agent edits the codebase with little review. They build SUSVIBES, 200 real tasks from projects with past security fixes, using older versions plus existing functional and security tests. Several popular coding agents with modern language models then try to reimplement these missing features inside full repositories. Across setups, agents often pass behavior tests but about 80% of those passing solutions still fail security tests. Typical problems include timing leaks in password checks and redirects that let attackers alter headers. Even with security tips or exact weakness hints, security barely improves and more tasks break. So vibe coding can quietly ship insecure code, so teams need strong review and security focused testing around every agent change. ---- Paper Link – arxiv. org/abs/2512.03262 Paper Title: "Is Vibe Coding Safe? Benchmarking Vulnerability of Agent-Generated Code in Real-World Tasks"

We’re proud to introduce the speakers for the Web3 Leaders Roundtable – Presented by @ADGlobalMarket Emerging Tech and Hashed at @ADFinanceWeek. Session 1: Digital Infrastructure 2030: Convergence of AI, Web3, and Real-World Assets Leaders shaping how AI and Web3 converge into real-world assets will explore AI as a user and builder on-chain, new markets beyond finance, and the infrastructure needed for an agent-driven economy. Session 2: Institutional Bridges: Institutional Adoption and Regulation of Digital Assets Global policymakers, institutions, and Web3 executives will examine settlement models, stablecoins, tokenized finance, and regulatory alignment for large-scale adoption. Insights from both sessions will be published in an official post-ADFW report to guide the next phase of the AI-driven digital economy and institutionalized digital asset markets. Stay tuned!