Revolutionizing HIV-1 Treatment with AI, Enforcing Logical Constraints on Language Models

Simply AI

Researchers develop a computational pipeline using AI to discover broadly neutralizing antibodies against HIV-1. UCLA proposes Ctrl-G, a breakthrough framework for enforcing logical constraints on large language models. Plus, Two AI releases SUTRA, a multilingual AI model improving language processing in over 30 languages. Also, explore the advancements in computer vision from Vision Transformers to Masked Autoencoders.
Sources:
https://www.marktechpost.com/2024/06/29/innovative-machine-learning-driven-discovery-of-broadly-neutralizing-antibodies-against-hiv-1-using-the-rain-computational-pipeline/
https://www.marktechpost.com/2024/06/29/researchers-at-ucla-propose-ctrl-g-a-neurosymbolic-framework-that-enables-arbitrary-llms-to-follow-logical-constraints/
https://www.marktechpost.com/2024/06/29/two-ai-releases-sutra-a-multilingual-ai-model-improving-language-processing-in-over-30-languages-for-south-asian-markets/
https://towardsdatascience.com/from-vision-transformers-to-masked-autoencoders-in-5-minutes-cfd2fa1664ac
Outline:
(00:00:00) Introduction
(00:00:42) Innovative Machine Learning-Driven Discovery of Broadly Neutralizing Antibodies Against HIV-1 Using the RAIN Computational Pipeline
(00:01:10) Researchers at UCLA Propose Ctrl-G: A Neurosymbolic Framework that Enables Arbitrary LLMs to Follow Logical Constraints
(00:03:24) Two AI Releases SUTRA: A Multilingual AI Model Improving Language Processing in Over 30 Languages for South Asian Markets
(00:06:22) From Vision Transformers to Masked Autoencoders in 5 Minutes