Alfonso Valencia

Meta has applied language modelling to predict the structure of a large collection of proteins. The model, called ESMFold, is being presented this week in the journal Science after being published on the bioRxiv preprint article server in December 2022. EMSFold is faster than similar models such as AlphaFold, developed by Google's DeepMind and EMBL's European Bioinformatics Institute. The sequences of more than 617 million proteins - of which more than a third are predicted with a high degree of confidence - are published in open access in the ESM Metagenomic Atlas.

A study published in the journal PLOS Digital Health has analysed ChatGPT's performance on the US Medical Licensing Exams (USMLE). The results indicate that it could pass or come close to passing the exam.   

Artificial intelligence algorithms using ChatGPT - the OpenAI company's GPT-3 language model - can identify speech features to predict the early stages of Alzheimer's disease with 80 per cent accuracy. The neurodegenerative disease causes a loss of the ability to express oneself that the algorithms could recognise, according to the journal PLOS Digital Health.

The effort to decipher the human genome led 21 years ago to the publication of a first sequence that has already revolutionised medicine. The full version published today by Science represents a technical feat that will provide new information about disease, disease susceptibility and the evolution of our species.