Tagged articles

laboratory automation

3 articles · Page 1 of 1

Oct 26, 2026 · Artificial Intelligence

LabBuilder: Protocol-Driven 3D Lab Layout Generation from Text Descriptions (ICML 2026)

LabBuilder, accepted at ICML 2026, automatically generates geometrically valid, chemically safe, and robot-navigable 3D laboratory layouts from free-text experiment descriptions by integrating protocol understanding, chemical safety constraints, and navigation-aware optimization into a unified generation pipeline.

3D scene generationICML 2026LLM applications

0 likes · 12 min read

LabBuilder: Protocol-Driven 3D Lab Layout Generation from Text Descriptions (ICML 2026)

Machine Learning Algorithms & Natural Language Processing

Oct 12, 2026 · Artificial Intelligence

RSI-Anything: World Models Enable Cross-Domain Recursive Self-Improvement

PhAI Labs introduces RSI-Anything, a framework that uses world models to enable recursive self-improvement across diverse domains like code repair, GUI interaction, lab planning, and chemistry optimization, showing significant performance gains without upgrading base models.

GUI agentsJEPA-AnythingPhAI Labs

0 likes · 19 min read

RSI-Anything: World Models Enable Cross-Domain Recursive Self-Improvement

Data Party THU

Aug 31, 2026 · Industry Insights

How AI Is Becoming a Lab Partner: From Material Design to Automated Experiments

The article examines the emerging trend of autonomous science, highlighting how AI systems like CuspAI and PNNL are moving beyond data analysis to propose research directions, design experiments, and control laboratory equipment, aiming to accelerate material discovery while addressing challenges of data complexity and real‑world impact.

AIAutonomous ScienceCuspAI

0 likes · 6 min read

How AI Is Becoming a Lab Partner: From Material Design to Automated Experiments