Ai-security
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Smart Contract Security: Engineering Against the AI Surge
The Harness Problem in AI-Accelerated Smart Contract Development TL;DR:AI systems now discover 77% of software vulnerabilities in competitive settings, according to the 2026 Internation
AI Velocity Debt: When Speed Becomes a Liability
The Speed Trap in Smart Contract Development TL;DR:AI code generation tools are compressing smart contract development cycles from weeks to days, but the security review infrastructure
Fuzz Testing: AI Finds What Auditors Miss
Why Fuzz Testing Has Become the Frontline of Smart Contract Security TL;DR:AI-driven fuzz testing combines reinforcement learning and large language models to generate semantically mean
AI Service Layer: Engineering Autonomous Deployment Pipelines
The Architecture Shift Redefining Smart Contract Deployment TL;DR:AI agents evaluated on the SCONE-bench dataset of 405 real-world exploited contracts identified $4.6M in exploitable vu
The Comprehension Gap: AI's Hidden Smart Contract Risk
TL;DR:Developers using AI code generation are 40% more likely to introduce security vulnerabilities, according to research on AI-assisted development workflows Veracode's 2025 GenAI Code Sec
Comprehension Loss: AI Code's Hidden Security Cost
TL;DR:Developers using AI code generation are 40% more likely to introduce security vulnerabilities, according to research on AI-assisted development workflows Veracode's 2025 GenAI Code Sec