Research Papers
DianShi-RxnDB Unveils 24 Million Organic Reactions Mined From Patents for AI Chemistry
A new fully automated platform extracts and normalizes roughly 24 million organic reaction instances from USPTO and EPO patents sp...
New Benchmark Tests Whether AI Agents Can Do Real Interpretability Science
SAEScientist-Bench evaluates AI agents that use sparse autoencoders to discover interpretable features in a large language model,...
New Protocol Audits AI Research Agents by Testing Whether Claims Can Be Recovered
The Discovery Certification Protocol (DCP) converts AI research agent claims into executable recovery and feedback tests, using se...
WearableQA Benchmark Tests Whether LLMs Can Reason Over Real Wearable Health Data
A new benchmark of 4,084 ten-option questions built from the longitudinal wearable records of 200 real users evaluates how well la...
Hugging Face Paper Unveils 'Programmable World Model' for Persistent, Rule-Driven Video Worlds
A new framework decouples explicit world-state evolution from video generation, letting agents turn natural-language instructions...
Show-Harness Lets Vision-Language Models 'Play' Robots via a Semantic Action Interface
A new research effort introduces Show-Harness, an embodied harness that connects vision-language models to robot control through d...
Hugging Face Paper Proposes Four-Level Framework for Agentic Visual Generation
A new paper on Hugging Face argues that agenticity in visual generation should be defined by what a controller can directly decide...
Kalman Delta Networks Bring Uncertainty Tracking to Linear Attention Memory
A new Hugging Face paper recasts recurrent associative memory as a linear-Gaussian state-space model, letting Kalman-filter update...
NVIDIA-Led System Brings Online Draft Co-Training to Speculative Decoding at 122B Scale
A new end-to-end system enables large-scale online draft co-training for speculative decoding during long-context RL post-training...
VDiff-Bench Exposes Blind Spots in Multimodal AI's Ability to Spot Subtle Image Changes
A new benchmark of 1,756 multiple-choice questions reveals that leading multimodal language models struggle badly with fine-graine...
CVRR Forces Visual Reasoning to Happen in Latent Space, Not Just Text
A new paper introduces Causal Visual Recurrent Reasoning (CVRR), a method that makes recurrent hidden-state computation the only i...
Procedural Graphs Give LLM Agents a Self-Evolving Map for Long-Horizon Tool Use
A new Hugging Face paper proposes Procedural Graphs, which organize procedural knowledge into (procedure, relation, procedure) tri...