…introduce two new papers featuring our latest artificial intelligence (AI) advances in robot dexterity research: ALOHA Unleashed which helps robots learn to perform complex and novel two-armed manipulation tasks; and DemoStart which uses simulations to improve real-world performance on a multi-fingered robotic hand…ALOHA Unleashed and DemoStart, help robots learn to perform complex tasks that require dexterous movement
...For one, robots can’t come soon enough. For another, they shouldn’t look like us... concerns that Silicon Valley, with its focus on “minimum viable products” and VCs’ general aversion to investing in hardware, will be patient enough to win the global race to give AI a robot body. And much of the money that is being invested is focusing on the wrong things.
LG AI Research Open-Sources EXAONEPath: Transforming Histopathology Image Analysis with a 285M Patch-level Pre-Trained Model for Variety of Medical Prediction, Reducing Genetic Testing Time and Costs
…an experimental design that evaluates research idea generation while controlling for confounders and performs the first head-to-head comparison between expert NLP researchers and an LLM ideation agent. By recruiting over 100 NLP researchers to write novel ideas and blind reviews of both LLM and human ideas, we obtain the first statistically significant conclusion on current LLM capabilities for research ideation: we find LLM-generated ideas are judged as more novel (p < 0.05) than human expert ideas while being judged slightly weaker on feasibility.
New AI system designs proteins that successfully bind to target molecules, with potential for advancing drug design, disease understanding and more.
Agens collaborated in a virtual Minecraft world with emergent economy, culture, religion, and government
Researchers used large language models (LLMs) to expand the sequence diversity of CRISPR-Cas proteins and generate novel, functional genome editors with improved properties compared to natural systems. They publicly released OpenCRISPR-1, the first AI-designed editor for precise genome editing. This novel AI-based approach for designing CRISPR gene editors could potentially expand the capabilities and applications of genome-editing technologies.
…the technology marks another exciting step toward AI and robotics capable of supporting daily life, especially for those users with decreased mobility or motor skills.
Researchers at institutions like the Mayo Clinic and UCLA have successfully developed AI systems that can aid in diagnosing prostate cancer and determining the extent of tumor spread. These advancements have the potential to enhance treatment planning and minimize damage to healthy tissues.
100M tokens equals ~10 million lines of code or ~750 novels.