#autonomous-testing News & Analysis

2 articles tagged with #autonomous-testing. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles

AINeutralarXiv – CS AI · Jun 96/10

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Governance Controls for AI-Generated Test Artifacts in Autonomous Software Testing

Researchers introduce the Governance-Aware Autonomous Testing Framework (GATF), which adds governance validation, compliance monitoring, and explainability controls to AI-powered software testing systems. The framework achieved 89.6% reduction in governance-related risks and demonstrated high accuracy across multiple performance metrics, addressing critical concerns about AI-generated test artifacts including hallucinations and security vulnerabilities.

AINeutralarXiv – CS AI · May 296/10

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Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation

Researchers introduce Cookie-Bench, a comprehensive 1,000-query web development benchmark, and Cookie-Frame, an autonomous evaluation framework that assesses LLM-generated web applications through static perception, agent-driven interaction, and dynamic scoring. The approach eliminates reliance on reference implementations while aligning closely with human expert ratings, revealing significant performance gaps across 13 frontier LLMs.