AlloSpatial: Agentic Harness Framework for Spatial Reasoning in Foundation Models
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An Effective Router for Vision-Language Model Selection
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REFLECT: Intervention-Supported Error Attribution for Silent Failures in LLM Agent Traces
ComplexConstraints and Beyond: Expert Rubrics for RLVR
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Vision Language Model Helps Private Information De-Identification in Vision Data
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Reliable to Expressive: A Curriculum for Rubric-Following Safety Judges
Causal Unlearning in Collaborative Optimization: Exact and Approximate Influence Reversal…
MASS: Deep Research for Social Sciences with Memory-Augmented Social Simulation
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Experience Makes Skillful: Enabling Generalizable Medical Agent Reasoning via Self-Evolvi…
RunAgent SuperBrowser: A Theory of Autonomous Web Navigation Grounded in Human Browsing B…
Correct Looks Better: Pairwise Comparisons Reveal Accuracy Rankings
Capacity, Not Format: Rethinking Structured Reasoning Failures
WeaveBench: A Long-Horizon, Real-World Benchmark for Computer-Use Agents with Hybrid Inte…
SIFT: Selective-Index For Fast Compute of RAG Prefill by Exploiting Attention Invariance
AliyunConsoleAgent: Training Web Agents in Real-World Cloud Environments via Distillation…
Emergent alignment and the projectability of ethical personas
Deterministic Integrity Gates for LLM-Assisted Clinical Manuscript Preparation: An Audita…
AI Scientists Are Only as Good as Their Evidence: A Stratified Ablation of Proprietary Da…
PRISM: Recovering Instruction Sets from Language Model Activations
TABVERSE: Benchmarking Cross-Format Table Understanding in LLMs and VLMs
From 0-to-1 to 1-to-N: Reproducible Engineering Evidence for MetaAI Recursive Self-Design
SpatialWorld: Benchmarking Interactive Spatial Reasoning of Multimodal Agents in Real-Wor…
Correlation Is Not Enough: Embedding Human Metadata for Individual Causal Discovery