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#automated-synthesis News & Analysis

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

2 articles
AINeutralarXiv – CS AI · 9h ago6/10
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Automated Approach for Solving Infinite-state Polynomial Reachability Games

Researchers have developed an automated algorithm for solving infinite-state polynomial reachability games, a class of two-player strategic games with applications in AI and reactive synthesis. The approach introduces ranking certificates as a formal proof mechanism and demonstrates the ability to solve previously intractable problems, including computing optimal strategies for the classical Cinderella-Stepmother game.

AINeutralarXiv – CS AI · Feb 276/107
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SPM-Bench: Benchmarking Large Language Models for Scanning Probe Microscopy

Researchers have developed SPM-Bench, a PhD-level benchmark for testing large language models on scanning probe microscopy tasks. The benchmark uses automated data synthesis from scientific papers and introduces new evaluation metrics to assess AI reasoning capabilities in specialized scientific domains.