DeepMind
DeepMind's New AI With A Memory Outperforms Algorithms 25 Times Its Size
Posted in Software on 20th Dec, 2021
by Alex Muller
Perhaps the most important lesson from RETRO is that scaling models isn't the only, or even the fastest route to better performance.
DeepMind Is Developing One Algorithm To Rule Them All
Posted in Science, Software on 16th Oct, 2021
by Alex Muller
They are doing some transfer learning, chaining a couple of algorithms together and seeing if they can transfer between one algorithm, making it easier to learn a separate related algorithm.
Is DeepMind’s new reinforcement learning system a step toward general AI?
Posted in Software on 5th Aug, 2021
by Alex Muller
The paper proves that if you can create a complex enough environment, design the right reinforcement learning architecture, and expose your models to enough experience , you’ll be able to generalize to various kinds of tasks in the same environment.
Deepmind’s Alphafold, Deep Learning AI, is Poised to Solve One of Most Significant Challenges in Biology
Posted in Medicine, Reviews, Science on 27th Jul, 2021
by Alex Muller
Thanks to AI, we now have stunningly powerful tools to decode the structures of life. Recently, both DeepMind and the University of Washington described deep learning-based methods to solve protein folding, the last step of compiling the programming in our DNA, as a “once in a generation advance.”
DeepMind's AlphaFold Is Close To Solving One Of Biology's Greatest Challenges
Posted in Medicine, Science, Software on 17th Dec, 2020
by Alex Muller
With AI and biology working in tandem, protein folding may just be the first major breakthrough for medicine in our generation.