Pushmeet Kohli, an AI researcher at GoogleDeepMind, has been tweeting about various advancements in the field of artificial intelligence. One recent tweet highlights the announcement of GNoME, an AI tool that has discovered 2.2 million new materials and helps predict material stability. Additionally, they are releasing 381K stable materials to aid scientists in their pursuit of breakthroughs in materials discovery.
Another tweet discusses SynthID, a tool developed by GoogleDeepMind for watermarking AI-created audio. This technology is being deployed through Lyria, an advanced AI music generation model. The extension of SynthID reflects their commitment to responsible identification of AI-generated content using watermarking techniques.
Kohli also mentions the progress made on the next generation of AlphaFold, a system developed by GoogleDeepMind and IsomorphicLabs. They have significantly improved accuracy and expanded coverage beyond proteins to other biomolecular classes.
In terms of trends in AI, there is a focus on using deep learning for weather forecasting to provide higher spatial and temporal resolution forecasts than traditional approaches. Additionally, there is a mention of AlphaMissense, an AI system that can classify genetic mutations as benign or harmful, aiding in the understanding of genetic diseases.
In general, based on these tweets, Pushmeet Kohli appears positive about the direction AI is heading. They express excitement about advancements and innovations in various areas such as material discovery, audio watermarking, weather forecasting, protein structure prediction, and genetic disease understanding.
Books By Researcher Pushmeet Kohli
Probabilistic Graphical Models: Principles and Techniques
Machine Learning: A Probabilistic Perspective