DeepMind

78 Posts

Songs Made to Order: Text-to-music services evolve with Udio and Suno’s customized song creations.
DeepMind

Songs Made to Order: Text-to-music services evolve with Udio and Suno’s customized song creations.

A new breed of audio generator produces synthetic performances of songs in a variety of popular styles.

April 24, 20242 min read
Songs Made to Order: Text-to-music services evolve with Udio and Suno’s customized song creations.
DeepMind

Songs Made to Order: Text-to-music services evolve with Udio and Suno’s customized song creations.

A new breed of audio generator produces synthetic performances of songs in a variety of popular styles.

April 24, 20242 min read
Energy-Efficient Cooling: Google's DeepMind algorithms dramatically boost energy efficiency in commercial buildings.
DeepMind

Energy-Efficient Cooling: Google's DeepMind algorithms dramatically boost energy efficiency in commercial buildings.

A reinforcement learning model maintains cooler temperatures in large data centers and other buildings.

September 27, 20233 min read
Energy-Efficient Cooling: Google's DeepMind algorithms dramatically boost energy efficiency in commercial buildings.
DeepMind

Energy-Efficient Cooling: Google's DeepMind algorithms dramatically boost energy efficiency in commercial buildings.

A reinforcement learning model maintains cooler temperatures in large data centers and other buildings.

September 27, 20233 min read
Stratego Master: DeepNash, the RL system that plays Stratego like a master
DeepMind

Stratego Master: DeepNash, the RL system that plays Stratego like a master

Reinforcement learning agents have mastered games like Go that provide complete information about the state of the game to players. They’ve also excelled at Texas Hold ’Em poker, which provides incomplete information, as few cards are revealed.

July 26, 20233 min read
Stratego Master: DeepNash, the RL system that plays Stratego like a master
DeepMind

Stratego Master: DeepNash, the RL system that plays Stratego like a master

Reinforcement learning agents have mastered games like Go that provide complete information about the state of the game to players. They’ve also excelled at Texas Hold ’Em poker, which provides incomplete information, as few cards are revealed.

July 26, 20233 min read
Optimizing Matrix Multiplication:  AlphaTensor for faster matrix multiplication, explained
DeepMind

Optimizing Matrix Multiplication: AlphaTensor for faster matrix multiplication, explained

Matrix multiplication is executed so often in deep learning, video games, and scientific computing that even a slight acceleration can save substantial amounts of processing time. New work finds ways to speed up this crucial operation.

June 7, 20233 min read
Optimizing Matrix Multiplication:  AlphaTensor for faster matrix multiplication, explained
DeepMind

Optimizing Matrix Multiplication: AlphaTensor for faster matrix multiplication, explained

Matrix multiplication is executed so often in deep learning, video games, and scientific computing that even a slight acceleration can save substantial amounts of processing time. New work finds ways to speed up this crucial operation.

June 7, 20233 min read
Google’s Rule-Respecting Chatbot: Research helps AI chatbots be more truthful and less hateful.
DeepMind

Google’s Rule-Respecting Chatbot: Research helps AI chatbots be more truthful and less hateful.

Amid speculation about the threat posed by OpenAI’s ChatGPT chatbot to Google’s search business, a paper shows how the search giant might address the tendency of such models to produce offensive, incoherent, or untruthful dialog.

January 26, 20233 min read
Google’s Rule-Respecting Chatbot: Research helps AI chatbots be more truthful and less hateful.
DeepMind

Google’s Rule-Respecting Chatbot: Research helps AI chatbots be more truthful and less hateful.

Amid speculation about the threat posed by OpenAI’s ChatGPT chatbot to Google’s search business, a paper shows how the search giant might address the tendency of such models to produce offensive, incoherent, or untruthful dialog.

January 26, 20233 min read
Programmer’s Best Friend: Code generation services took off in 2022.
DeepMind

Programmer’s Best Friend: Code generation services took off in 2022.

Behind schedule on a software project? There’s an app for that. Language models fine-tuned on computer code proved capable of generating software routines similar to the work of experienced developers — though the results can be hit-or-miss.

December 21, 20221 min read
Programmer’s Best Friend: Code generation services took off in 2022.
DeepMind

Programmer’s Best Friend: Code generation services took off in 2022.

Behind schedule on a software project? There’s an app for that. Language models fine-tuned on computer code proved capable of generating software routines similar to the work of experienced developers — though the results can be hit-or-miss.

December 21, 20221 min read
Right-Sizing Models for the Dataset: Finding the Best Data-To-Parameter Ratio for NLP Models
DeepMind

Right-Sizing Models for the Dataset: Finding the Best Data-To-Parameter Ratio for NLP Models

The route to improving transformer-based language models like GPT-3 and Gopher, which are trained on immense quantities of text scraped from the web, has been to increase their size. But research shows that, given a processing budget, bigger doesn’t necessarily mean better.

November 9, 20222 min read
Right-Sizing Models for the Dataset: Finding the Best Data-To-Parameter Ratio for NLP Models
DeepMind

Right-Sizing Models for the Dataset: Finding the Best Data-To-Parameter Ratio for NLP Models

The route to improving transformer-based language models like GPT-3 and Gopher, which are trained on immense quantities of text scraped from the web, has been to increase their size. But research shows that, given a processing budget, bigger doesn’t necessarily mean better.

November 9, 20222 min read
Regulating AI in Undefined Terms: Experts Debate Definitions in European Union’s AI Act
DeepMind

Regulating AI in Undefined Terms: Experts Debate Definitions in European Union’s AI Act

A proposed European Union law that seeks to control AI is raising questions about what kinds of systems it would regulate. Experts at a roundtable staged by the Center for Data Innovation debated the implications of limitations in the EU’s forthcoming Artificial Intelligence Act.

September 21, 20222 min read

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