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Hugging Face Paper Proposes ACE Lens for Agentic Data Generation
A new paper on Hugging Face introduces a unified framework for agentic data generation, emphasizing accuracy, complexity, and dive...
Self-OPD: Teacher-Free On-Policy Distillation for Flow Matching Models
Hugging Face researchers introduce Self-OPD, a teacher-free on-policy distillation framework for flow matching models that uses se...
TTPO: Label-Free Test-Time Training Matches Supervised Math Reasoning
Hugging Face researchers introduce Test-Time Policy Optimization (TTPO), a label-free method that distills agreeing rollouts and p...
UrbanGround: New Sandbox Reveals Limits of AI Agents in Real-Scale City Navigation
Researchers introduce UrbanGround, a realistic 3D replica of Hong Kong, to test whether multimodal AI agents can sustain navigatio...
PAWBench: Probabilistic Alignment in World Models Remains Elusive
A new benchmark, PAWBench, reveals that current video generation models fail to match reference behavior distributions, highlighti...
Hugging Face Proposes RLHEV: Using Game Engines as Verifiable Data Engines for World Models
A new paper from Hugging Face argues that scaling world models requires more than just more video data and compute. It proposes Re...
JIT-Agent: On-the-Fly Harness Synthesis Boosts Off-the-Shelf LLMs Beyond GPT-5.6
Hugging Face researchers introduce JIT-Agent, a trainable model that generates adaptive agent harnesses on the fly for any off-the...
WarpSAC: Regime-Aware Off-Policy RL Boosts Scalability and Sim-to-Real Transfer
Hugging Face researchers introduce WarpSAC, a family of off-policy RL algorithms that adapt stabilizers to data availability, impr...
FrontierChallenge: AI Agents Fail to Complete Scientific Workflows, New Benchmark Shows
A new benchmark, FrontierChallenge, reveals that even the best AI agents complete only 20.6% of end-to-end scientific workflows, d...
VoiceMem: A Dual-Brain Memory Architecture for Real-Time, Emotionally Aware Speech AI
Hugging Face researchers introduce VoiceMem, a streaming dual-brain memory system for speech language models that boosts retrieval...
VGI-Bench: New Benchmark Probes Visual Reasoning in Video Generation Models
Hugging Face researchers introduce VGI-Bench, a benchmark with 27 tasks and 810 instances to evaluate visual reasoning in video ge...
Hugging Face Unveils VBVR-Pro: A Scalable Testbed for Native Visual Reasoning
VBVR-Pro is a closed-loop testbed that makes native visual reasoning trainable, verifiable, and controllable, with 300 procedural...