A Near-Zero Monitor Readout Is Not Evidence of Behavioral Control
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New papers, breakthroughs and academic AI research
From Benchmarks to Production: A Text-to-SQL System for Complex Financial Data
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Understanding Trajectory Heterogeneity in Federated World Model Learning
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Sentry: Learning to Recover from LLM Agent Failures at Test Time
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Tailoring the Quantization Space for 1-Bit KV Cache Compression
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Differential Privacy of Gradient Descent on Perturbed Objectives
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A Vision-Language Model (VLM)-based Pipeline for End-to-End Procedural Modeling of Field-Grown Maize from Point Clouds
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Efficient Reasoning Training Does Not Always Harm CoT Faithfulness and Monitorability
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Recursive Harness Self-Improvement for Frontier Reasoning Data Synthesis
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Knowledge or Calculator? Decomposing the Skill Premium in Verifiable Financial Agent Workflows
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Depth Hypothesis Guided Iterative Refinement for Event-Image Monocular Depth Estimation
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Structural-Functional Brain Connectivity Generation via Multimodal Hypergraph-based Flow Matching
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