From Papers to Mechanisms: An Evidence-Grounded Knowledge Substrate for Scientific Language Models
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New papers, breakthroughs and academic AI research
DPNL: A DPLL-based Algorithm for Probabilistic Neurosymbolic Learning
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What Did the Agent Actually Do? Evidence-Grounded Oversight for Long-Horizon Agents
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CRAFTER: Causality-based Self-adaptation for Autonomous IoT Systems
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GraphDecide: Benchmarking System One Models on Graph Tasks
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Difference Feature Map Distillation: Transferring Inter-Sample Relational Knowledge Towards Efficient Transformer-Based Tracking
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Rotated, but How Far? Diagnosing and Improving Object-Rotation Reasoning in VLMs
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T-JEPA: A Temporal Joint-Embedding Predictive Architecture for Learning Better Remote Sensing Representations
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Calibrated Weak Supervision for Post-Harvest Burned-Cropland Mapping Under Label Scarcity
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HLA-WM: Hybrid Linear Attention for Long-Horizon Video World Models
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AgentPrivArena: Evaluating and Auditing Real-world AI Agent Privacy
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Vision-enabled detection of safety helmet compliance in construction zones
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