Tag

Lab Automation

All articles tagged with #lab automation

AI-powered robot labs slash protein-synthesis costs, but humans still needed
technology9 days ago

AI-powered robot labs slash protein-synthesis costs, but humans still needed

A collaboration between OpenAI and Ginkgo Bioworks used a GPT-5–driven autonomous lab to optimize cell-free protein synthesis, achieving a 40% further cost reduction beyond a human-led record and testing more than 30,000 conditions in six months. While the approach shows promise, current robots still lack dexterity for bespoke or tissue-related experiments, meaning human biologists’ expertise remains essential for future breakthroughs.

Exploring Bacterial Metabolism through Gaming.
microbiology2 years ago

Exploring Bacterial Metabolism through Gaming.

BacterAI, an integrated lab automation and machine learning platform, could help overcome the challenges of culturing understudied microorganisms by learning appropriate culture conditions as a game. Currently, fewer than 2% of all microbial species are culturable due to a lack of knowledge about growth requirements and the tedious, labour-intensive experiments that stand in the way of this essential knowledge. BacterAI could be the future of studying microbial diversity and discovering novel bioactive molecules such as antibiotics.