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ASCENT Lets Deployed LLM Agents Learn From Their Own Verified Trajectories
A new method called ASCENT enables long-horizon LLM agents to keep improving during deployment by self-distilling verified experie...
Kandinsky 6.0 Video Debuts Dual-Stream Models for Synchronized Audio-Video Generation
Hugging Face paper introduces Kandinsky 6.0 Video, a family of diffusion foundation models in 3B Lite and 29B Pro sizes that gener...
ALoDLM: Hugging Face Paper Introduces Token-Adaptive Looped Diffusion Language Models
A new paper proposes ALoDLM, which replaces the uniform computation used by diffusion language models with token-adaptive latent r...
OpenAI Outlines Approach to EU Text Provenance Rules
OpenAI has detailed how it is approaching text watermarking under EU rules, explaining where watermarks apply, how detection works...
OpenAI Rolls Out Visual Ads in ChatGPT and Expands Ad Measurement Tools
OpenAI is introducing a new visual advertising format within ChatGPT while broadening its measurement capabilities, attribution pa...
Hugging Face Paper Proposes SMI: Using MLLMs to Manage Spatial Memory in World Models
A new paper introduces Spatial Memory Intelligence (SMI), a framework that uses a multimodal understanding model to manage spatial...
EditHero: New Benchmark Tests Long-Horizon, Part-Level 3D Editing
Hugging Face researchers introduce EditHero, a benchmark for long-horizon, part-level 3D editing with natural-language instruction...
PDE-JEPA: Predictive Representation Learning for Parametric PDE Dynamics
Hugging Face paper introduces PDE-JEPA, a predictive pretraining framework for parametric PDEs that combines masked-latent predict...
Hugging Face Paper Benchmarks 'Scientific Slop' in AI-Generated Research
A new preprint introduces SciSlopBench, a 390-paper benchmark for detecting 'scientific slop' — plausible-looking AI papers whose...
LexReward Brings Taxonomy-Driven Reward Modeling to Legal AI
A new Hugging Face paper proposes LexReward, a framework that scores legal responses along Style, Element, and Chain dimensions us...
Pivot-SD: Training Masked Diffusion LMs on Just the Tokens That Matter
A new self-distillation framework, Pivot-SD, supervises only the high-impact denoising commitments in masked diffusion language mo...
Hugging Face Releases HyperBrowseComp, a 13-Language Stress Test for Web-Browsing AI Agents
A new benchmark of 423 human-validated questions across 13 languages challenges AI browsing agents to chase obscure, multi-step ev...