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CLBench-V: New Benchmark Reveals Multimodal Context Learning Still Lags
Hugging Face researchers introduce CLBench-V, a benchmark evaluating multimodal context learning across grounding, new information...
DecoEvo: Co-Evolving Solvers and Rubric Generators Without Gold Standards
Hugging Face researchers propose DecoEvo, a framework that co-evolves a solver skill and a rubric-generator skill in text space us...
HumanCLAW: New Benchmark Reveals VLMs Lack Embodied Self-Awareness
A new evaluation framework, HumanCLAW, decouples action decision-making from motor control to measure the 'action intelligence' of...
TurboVLA: Real-Time Vision-Language-Action Model at 32 Hz on an RTX 4090 with <1 GB VRAM
Hugging Face researchers introduce TurboVLA, a new VLA paradigm that bypasses the LLM-centric pathway, achieving 97.7% success on...
Google DeepMind Launches Lyria 3.5 in Flow Music with Enhanced Musicality, Lyrics, and Vocals
Google DeepMind announces Lyria 3.5, a new music generation model now available in Google Flow Music, featuring improvements in mu...
OpenAI Triples ARC-AGI-3 Scores with Two Simple Settings
By enabling two API settings—retaining reasoning and enabling compaction—OpenAI boosted GPT-5.6's performance on the ARC-AGI-3 ben...
OpenAI Offers Free ChatGPT Access to 100,000 Academic Researchers
OpenAI is providing 100,000 academic researchers with free access to its most advanced AI models to accelerate scientific discover...
Manus Integrates Supabase Connector for AI-Powered Database Management
Manus, now part of Meta, launches a Supabase connector enabling AI-driven database operations from query to deployment.
TD-JEPA: Mining Temporal Progress from Offline Logs to Boost Latent World-Model Planning
Researchers propose Temporal-Distance JEPA (TD-JEPA), which mines a directed temporal cost from reward-free demonstration logs to...
Hugging Face Researchers Tackle RL Instability in Small Language Models
A new study from Hugging Face identifies three reproducible failure modes in reinforcement learning for small language models (70M...
OmniDelta: Skill-Driven Budget Allocation Boosts Token Compression in OmniLLMs
Researchers propose OmniDelta, a training-free framework that allocates token budgets across modalities based on query intent and...
Hugging Face Research: RL Boosts Code Optimization Accuracy by Up to 125%
A new Hugging Face paper introduces DMC-Optim and a three-stage RL framework that turns execution time into a learnable signal, im...