Executable checks are setting the bar for software agents
May 5’s software-AI papers put large language models (LLMs) under executable checks. MOSAIC-Bench exposes staged coding-agent vulnerabilities.
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Executable Validation for Agent-Written Java Code
Executable tests are becoming the practical control point for agent-written code. The clearest workflow changes are cumulative security review for multi-ticket agent work, generated JUnit proof-of-vulnerability tests…