Benjamin Carr, Ph.D. 👨🏻‍💻🧬Dec 28, 2023
#Google #DeepMind used a #largelanguagemodel (#LLM) to solve an unsolvable #math problem
First #AlphaTensor found a way to speed up a calculation at the heart of many different kinds of #code, beating a 50-year record. Then #AlphaDev found ways to make key algorithms used trillions of times a day run faster.
They had to throw away most of what it produced but there was gold among the garbage. https://www.technologyreview.com/2023/12/14/1085318/google-deepmind-large-language-model-solve-unsolvable-math-problem-cap-set/
Google DeepMind used a large language model to solve an unsolved math problem

They had to throw away most of what it produced but there was gold among the garbage.

MIT Technology Review
GripNewsSep 28, 2023
🌘 AlphaDev發現更快的排序算法
➤ AlphaDev使用強化學習發現了更快的排序算法，這將改變計算機編程的方式，影響數字社會的各個方面。
✤ https://www.deepmind.com/blog/alphadev-discovers-faster-sorting-algorithms
AlphaDev是一個人工智能系統，使用強化學習發現了更快的排序算法，這將改變計算機編程的方式，影響數字社會的各個方面。他們將新的排序算法開源，讓全球數百萬開發人員和公司在人工智能應用程序中使用它，從雲計算和網上購物到供應鏈管理。這是使用人工智能優化世界代碼的重要一步。
+ 這是一個很好的例子，說明瞭人工智能在計算機科學中的應用，並且開源新的排序算法，讓全球數百萬開發人員和公司在人工智能應用程序中使用它，這將對數字社會產生重大影響。
+ 這是一個非常有趣的研究，使用強化學習發現更快的排序算法，這將對計算機科學產生重大影響，並且將改變我們編程的方式。
#人工智能 #計算機科學 #排序算法 #AlphaDev #開源
AlphaDev discovers faster sorting algorithms

In our paper published today in Nature, we introduce AlphaDev, an artificial intelligence (AI) system that uses reinforcement learning to discover enhanced computer science algorithms – surpassing those honed by scientists and engineers over decades.

Miguel Afonso CaetanoJul 12, 2023

#AI #AIAlgorithms #Algorithms #DeepMind #AlphaDev #ComputerScience #SortingAlgorithms: "DeepMind published its results in Nature today. But the techniques that AlphaDev discovered are already being used by millions of software developers. In January 2022, DeepMind submitted its new sorting algorithms to the organization that manages C++, one of the most popular programming languages in the world, and after two months of rigorous independent vetting, AlphaDev’s algorithms were added to the language. This was the first change to C++’s sorting algorithms in more than a decade and the first update ever to involve an algorithm discovered using AI.

DeepMind added its other new algorithms to Abseil, an open-source collection of prewritten C++ algorithms that can be used by anybody coding with C++. These cryptography algorithms compute numbers called hashes that can be used as unique IDs for any kind of data. DeepMind estimates that its new algorithms are now being used trillions of times a day."

https://www.technologyreview.com/2023/06/07/1074184/google-deepmind-game-ai-alphadev-algorithm-code-faster

Google DeepMind’s game-playing AI just found another way to make code faster

The AI-generated algorithms are already being used by millions of developers.

MIT Technology Review
Keith WilsonJun 24, 2023

#AlphaDev seems not to have discovered a new sort algorithm, which would be quite something, but rather optimised sort implementation to run a bit faster.

Essentially #DeepMind tasked the algorithm with optimising assembly language and it delivered some modest improvements (such as a smart compiler might do) that could be back-ported into the C++ implementation. Impressive, but hardly revolutionary.

#AI #AIHype https://www.deepmind.com/blog/alphadev-discovers-faster-sorting-algorithms

AlphaDev discovers faster sorting algorithms

In our paper published today in Nature, we introduce AlphaDev, an artificial intelligence (AI) system that uses reinforcement learning to discover enhanced computer science algorithms – surpassing those honed by scientists and engineers over decades.

Knowledge ZoneJun 13, 2023

#ITByte: DeepMind #AlphaDev is an artificial intelligence (#AI) system that uses reinforcement learning to discover enhanced computer science algorithms.

Recently it has discovered a faster #Sorting algorithms

https://knowledgezone.co.in/trends/explorer?topic=AlphaDev

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Knowledge Zone - Social Knowledge Sharing Platform

Knowledge Zone
Rod2ik 🇪🇺 🇨🇵 🇪🇸 🇺🇦 🇨🇦 🇩🇰 🇬🇱☮🕊️Jun 11, 2023

#Google #Deepmind ameliore nettement les #algorithmes de #tri, grâce a son nouveau modele d#IA #AI nommé #AlphaDev, inspiré des anciens modèles #AlphaGo et #AlphaZero

https://trustmyscience.com/nouvelle-ia-deepmind-cree-performants-algorithmes-tri/

Une nouvelle IA de DeepMind révolutionne les algorithmes de tri, et potentiellement l'informatique

Trust me, I'm Science

Trust My Science
gtbarryJun 11, 2023

Google DeepMind’s game-playing AI just found another way to make code faster

AlphaDev has also found a way to speed up a key algorithm used in cryptography by 30%. These algorithms are among the most common building blocks in software. Small speed-ups can make a huge difference, cutting costs and saving energy

#google #deepmind #AlphaDev #algorithm #cryptography #software #code #coding #artificialintelligence #ai #technology #tech #innovation

https://www.technologyreview.com/2023/06/07/1074184/google-deepmind-game-ai-alphadev-algorithm-code-faster/

Google DeepMind’s game-playing AI just found another way to make code faster

The AI-generated algorithms are already being used by millions of developers.

MIT Technology Review
Chema Alonso Jun 11, 2023
El lado del mal - AlphaDev: La IA que optimiza la implementación de los algoritmos mejor que los humanos https://www.elladodelmal.com/2023/06/alphadev-la-ia-que-optimiza-la.html #AlphaDev #IA #AI #Programación #Algorítmica #Algorithms #InteligenciaArtificial #DeepReinforcementLearning #Intel #ensamblador #DeepLearning #LLM
AlphaDev: La IA que optimiza la implementación de los algoritmos mejor que los humanos

Blog personal de Chema Alonso (CDO Telefónica, 0xWord, MyPublicInbox, Singularity Hackers) sobre seguridad, hacking, hackers y Cálico Electrónico.

kowsvc Jun 9, 2023

"AlphaDev discovered small sorting algorithms from scratch that outperformed previously known human benchmarks. These algorithms have been integrated into the LLVM standard C++ sort library."

Faster sorting algorithms discovered using deep reinforcement learning | Nature
https://www.nature.com/articles/s41586-023-06004-9

#algorithms #alphadev

Faster sorting algorithms discovered using deep reinforcement learning - Nature

 Artificial intelligence goes beyond the current state of the art by discovering unknown, faster sorting algorithms as a single-player game using a deep reinforcement learning agent. These algorithms are now used in the standard C++ sort library.

Nature
José A. AlonsoJun 8, 2023
DeepMind acaba de crear un algoritmo de ordenación que es un 70% más rápido que todos los que existían. ~ Javier Pastor (@javipas). https://www.xataka.com/robotica-e-ia/deepmind-acaba-crear-algoritmo-ordenacion-que-70-rapido-que-todos-que-existian #IA #AlphaDev #Programación
DeepMind acaba de crear un algoritmo de ordenación que es un 70% más rápido que todos los que existían

La revolución de la IA parece estar ahí, pero por ahora estos sistemas no han servido, por ejemplo, para descubrir algún medicamento prodigioso o algún...