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upvoted a paper 5 days ago

CheckerBench: Can Long-Horizon Agents Synthesize Static-Analysis Checkers?

upvoted a paper 5 days ago

Learn2Play Bench: How Well Do LLM Agents Learn from Experience in Unfamiliar Environments?

upvoted a paper 5 days ago

STEPQuant: When and Where Errors Matter in Delta-Rule Recurrent State Quantization

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upvoted 3 papers 5 days ago

CheckerBench: Can Long-Horizon Agents Synthesize Static-Analysis Checkers?

Paper • 2610.07557 • Published 9 days ago • 75

Learn2Play Bench: How Well Do LLM Agents Learn from Experience in Unfamiliar Environments?

Paper • 2610.08215 • Published 7 days ago • 154

STEPQuant: When and Where Errors Matter in Delta-Rule Recurrent State Quantization

Paper • 2609.38169 • Published 16 days ago • 131

upvoted a paper 22 days ago

LimiX-2: A Contextual Mechanism Network Towards General Structured-Data Intelligence

Paper • 2609.17488 • Published 30 days ago • 865