SkillOps maintains LLM skill libraries via Skill Contracts and ecosystem graphs, raising ALFWorld task success to 79.5% as a standalone agent and improving retrieval baselines by up to 2.9 points with near-zero library-time LLM cost.
Proceedings of the 39th
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Arch is a new AI-native HDL that uses parameterized clock/reset types and built-in hardware primitives to enable type-safe, AI-generatable register-transfer designs compiling to SystemVerilog with automatic formal properties.
The Productivity-Reliability Paradox arises because AI code generators produce variable output while developers lack sufficient specification discipline, making governance models focused on specifications the binding constraint rather than model improvements.
citing papers explorer
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SkillOps: Managing LLM Agent Skill Libraries as Self-Maintaining Software Ecosystems
SkillOps maintains LLM skill libraries via Skill Contracts and ecosystem graphs, raising ALFWorld task success to 79.5% as a standalone agent and improving retrieval baselines by up to 2.9 points with near-zero library-time LLM cost.
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Arch: An AI-Native Hardware Description Language for Register-Transfer Clocked Hardware Design
Arch is a new AI-native HDL that uses parameterized clock/reset types and built-in hardware primitives to enable type-safe, AI-generatable register-transfer designs compiling to SystemVerilog with automatic formal properties.
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The Productivity-Reliability Paradox: Specification-Driven Governance for AI-Augmented Software Development
The Productivity-Reliability Paradox arises because AI code generators produce variable output while developers lack sufficient specification discipline, making governance models focused on specifications the binding constraint rather than model improvements.