Machine Learning @GoogleDeepMind @GoogleAI @GoogleHealth / Mathematics / Computer Science / MIT / KAIST / Piano / Street Photography. All views are personal.
An advanced version of Gemini with Deep Think has officially achieved gold medal-level performance at the International Mathematical Olympiad. 🥇
It solved 5️⃣ out of 6️⃣ exceptionally difficult problems, involving algebra, combinatorics, geometry and number theory. Here’s how 🧵
Very excited to share that an advanced version of Gemini Deep Think is the first to have achieved gold-medal level in the International Mathematical Olympiad! 🏆, solving five out of six problems perfectly, as verified by the IMO organizers! It’s been a wild run to lead this effort and I am grateful to everyone in the team for such an amazing achievement! Blog post in the thread and more to share soon!
REGLE, a new method to understanding the genetic basis of organ function, leverages high-dimensional clinical data, requires no disease labels, and can incorporate expert-defined knowledge to reveal deeper insights into how our organs work. Learn more → https://t.co/7l7mUwLyFV
Yesterday’s Research@ Seoul event was a success — Google Researchers led lightning talks on ML fairness, Genomics, Materials Science, Generative AI in Search, & Quantum. We're grateful to them for presenting their work & fueling progress in the field!
The demos from Research@Korea also showcased Google Researchers’ work across important topics like ML fairness, Genomics, Materials Science, Generative AI in Search, and Quantum. Dive deeper into the work of our researchers here → https://t.co/v6ur7W481m
We’re excited to describe new @GoogleHealth work that makes phenotyping more scalable. An unsupervised deep learning method, REpresentation learning for Genetic discovery on Low-dimensional Embeddings (REGLE), to perform GWAS on high-dimensional clinical data.
Our recent @GoogleHealth AI Genomics work showing that deep learning approaches identify new genetic loci and improve risk models for chronic obstructive pulmonary disease (COPD) was published today in @NatureGenet !
Paper: https://t.co/hj5ndPlO4p
Code: https://t.co/EtrxMtEVro
Have you ever wanted a guide that explains how to maximize results with #DeepLearning? Introducing The Deep Learning Tuning Playbook, which describes a systematic approach to training and tuning neural networks. Check it out ↓ https://t.co/3A22UyPhKf
SF, who’s ready to ride? 🚘🤖
After receiving the driverless pilot permit from the @californiapuc, Waymo One is opening to members of the public in San Francisco. Available 24/7—without anyone in the driver’s seat: https://t.co/TenpLez0lo
Today, we’re introducing a new model that eliminates accept/reject decisions.
By publishing every paper with eLife reviews as a Reviewed Preprint, we plan to restore autonomy to authors, ensuring that they will be judged by what, not where, they publish. https://t.co/OAsiOVFStI
Is the Pixel 7 Pro as good as a "real" camera? With @madebygoogle bragging of its "pro-level zoom" and AI smarts, I wanted to see how close it got to my $10,000 of DSLR gear. Answer: closer than any other phone. Here's my assessment & a thread. 1/ https://t.co/pgI5fOsBnS
Excited to share our paper in @Nature: We revisit the 50+ year-old maths problem with AI: how efficiently can we multiply two matrices? Surprisingly, the answer is still not known - even for 3x3 matrices! With AI, we discover many new efficient and exact algorithms. 1/13
Today in @Nature: #AlphaTensor, an AI system for discovering novel, efficient, and exact algorithms for matrix multiplication - a building block of modern computations. AlphaTensor finds faster algorithms for many matrix sizes: https://t.co/E18DezRPTL & https://t.co/SvHgsa0SNV 1/
BREAKING NEWS:
The 2022 #NobelPrize in Physiology or Medicine has been awarded to Svante Pääbo “for his discoveries concerning the genomes of extinct hominins and human evolution.”
The Tripitaka Koreana - carved on 81258 woodblocks in the 13th century - is the most successful large data transfer over time yet achieved by humankind. 52 million characters of information, transmitted over nearly 8 centuries with zero data loss - an unequalled achievement. 1/