MongoDB - Build AI That Scales
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ControlThinker: Unveiling Latent Semantics for Controllable Image Generation through Visual Reasoning
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ATLAS: Practical Scaling Laws for Multilingual Models
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Neural Texture Splatting: Expressive 3D Gaussian Splatting for View Synthesis, Geometry, and Dynamic Reconstruction
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AlphaFlow: Understanding and Improving MeanFlow Models
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Seer: Online Context Learning for Fast Synchronous LLM Reinforcement Learning
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Pico-Banana-400K: A Large-Scale Dataset for Text-Guided Image Editing
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Rope to Nope and Back Again: A New Hybrid Attention Strategy
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MEF: A Systematic Evaluation Framework for Text-to-Image Models
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Seed3D 1.0: From Images to High-Fidelity Simulation-Ready 3D Assets
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Online SFT for LLM Reasoning: Surprising Effectiveness of Self-Tuning without Rewards
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Kaleido: Open-Sourced Multi-Subject Reference Video Generation Model
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Glyph: Scaling Context Windows via Visual-Text Compression
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Arctic-Extract Technical Report
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Cortex AISQL: A Production SQL Engine for Unstructured Data
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When Intelligence Fails: An Empirical Study on Why LLMs Struggle with Password CrackingFuture Data Minds Research Lab
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From Characters to Tokens: Dynamic Grouping with Hierarchical BPE
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Chronos-2: From Univariate to Universal Forecasting
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Agentic Misalignment: How LLMs Could Be Insider ThreatsUniversity College London
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Cortex: Workflow-Aware Resource Pooling and Scheduling for Agentic Servin
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Shifting Work Patterns with Generative AI
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SparK: Query-Aware Unstructured Sparsity with Recoverable KV Cache Channel Pruning
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BenchPress: Rapid Benchmark Curation
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LLM-based Relevance Assessment for Web-Scale Search Evaluation at Pinterest
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LLMs Reproduce Human Purchase Intent via Semantic Similarity Elicitation of Likert Ratings
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Everyone prefers human writers, including AI
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Who Said Neural Networks Aren't Linear?
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Training-Free Group Relative Policy Optimization
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LUT-LLM: Efficient Large Language Model Inference with Memory-based Computations on FPGAs
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Efficient and Adaptable Overlapping for Computation and Communication via Signaling and Reordering
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Training-Free Group Relative Policy Optimization
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What Is Your Agent's GPA? A Framework for Evaluating Agent Goal-Plan-Action Alignment
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Seeing, Listening, Remembering, and Reasoning: A Multimodal Agent with Long-Term Memory
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Poisoning Attacks on LLMs Require a Near-constant Number of Poison SamplesAnthropic / Alan Turing Institute, Oxford Applied and Theoretical Machine Learning, Swiss Federal Institute of Technology in Zurich, UK AI Security Institute, University of Oxford
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WebAgent-R1: Training Web Agents via End-to-End Multi-Turn Reinforcement Learning
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Moloch's Bargain: Emergent Misalignment When LLMs Compete for AudiencesStanford University
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SuffixDecoding: Extreme Speculative Decoding for Emerging AI Applications
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Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models
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Mind Your Tone: Investigating How Prompt Politeness Affects LLM Accuracy (short paper)The Pennsylvania State University
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Less is More: Recursive Reasoning with Tiny Networks
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Tongyi DeepResearch Technical Report
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UiPath Screen Agent
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TabArena: A Living Benchmark for Machine Learning on Tabular Data
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IBM Granite 4.0: hyper-efficient, high performance hybrid models for enterprise
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Diffusion Adversarial Post-Training for One-Step Video Generatio
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Pretraining Large Language Models with NVFP4
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Training Agents Inside of Scalable World Models
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KAME: Tandem Architecture for Enhancing Knowledge in Real-Time Speech-to-Speech Conversational AI
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APRIL: Active Partial Rollouts in Reinforcement Learning to Tame Long-tail Generation
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WebExplorer: Explore and Evolve for Training Long-Horizon Web Agents
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Inference-Time Scaling for Generalist Reward Modeling
