framework Archives

DeepMind framework offers breakthrough in LLMs’ reasoning

A breakthrough approach in enhancing the reasoning abilities of large language models (LLMs) has been unveiled by researchers from Google DeepMind and the University of Southern California.

Their new 'SELF-DISCOVER' prompting framework – published this week on arXiV and Hugging Face – represents a significant leap beyond existing techniques, potentially revolutionising the performance of leading models such as OpenAI’s GPT-4 and Google’s PaLM 2.

The framework...

8 February 2024 | Artificial Intelligence

£370m plan launched to turn UK into ‘tech superpower’

The Prime Minister and Technology Secretary have unveiled the Government’s plan to cement the UK’s place as a science and technology superpower by 2030, alongside a raft of new measures backed by over £370 million to boost investment in innovation, bring the world’s best talent to the UK, and seize the potential of ground-breaking new technologies like AI.

The new Science and Technology Framework is the first major piece of work from the newly created Department...

6 March 2023 | Artificial Intelligence

The NHS can now access ‘pioneering’ AI stroke diagnosis software

NHS Shared Business Services (NHS SBS) has announced a procurement framework for "pioneering" AI software to diagnose strokes.

Breakthroughs in medical AIs are helping to reduce patient suffering, the likelihood and/or severity of long-term complications, and even save lives across a number of ailments.

Some of the benefits from medical AI breakthroughs are achieved through improved understanding leading to better treatment, while others are due to reducing the amount of...

7 March 2022 | Applications

Meta releases PyTorch Live for creating mobile ML demos ‘in minutes’

Meta has announced PyTorch Live, a library of tools designed to make it easy to create on-device mobile ML demos “in minutes”.

PyTorch Live was unveiled during PyTorch Developer Day and enables anyone to build mobile ML demo apps using JavaScript, the world’s most popular programming language.

https://twitter.com/PyTorch/status/1466121890791972869

While on-device AI demos cannot currently be shared, Meta says that functionality is on the way. Developers can...

2 December 2021 | Development

Baidu debuts Brain 7.0 alongside mass production of Kunlun II chip

Baidu has debuted version 7.0 of its open AI platform Brain alongside reporting that mass production has begun of its second-gen Kunlun chip.

The tech giant is often considered as “China’s Google” and, just like its Western counterpart, is one of the largest AI companies in the world.

"AI technology is growing increasingly complex, and integrated innovation has made AI more powerful," said Haifeng Wang, CTO of Baidu.

“As AI technology plays an expanding...

19 August 2021 | Deep & Reinforcement Learning

TensorFlow is now available for those shiny new ARM-based Macs

A new version of machine learning library TensorFlow has been released with optimisations for Apple’s new ARM-based Macs.

While still technically in pre-release, the Mac-optimised TensorFlow fork supports native hardware acceleration on Mac devices with M1 or Intel chips through Apple’s ML Compute framework.

The new TensorFlow release boasts of an over 10x speed improvement for common training tasks. While impressive, it has to be taken in the context that the GPU...

19 November 2020 | Apple

Huawei unveils high-end AI chip for servers alongside MindSpore framework

huawei ascend 910 mindspore ai artificial intelligence framework

Huawei has unveiled a high-end artificial intelligence chip for servers along with an AI computing framework called MindSpore.

The Huawei Ascend 910 is the “world’s most powerful AI processor,” according to a press release on Friday. The chip’s specs were first announced during last year’s Huawei Connect event in Shanghai.

Eric Xu, Rotating Chairman of Huawei, said:

"We have been making steady progress since we announced our AI strategy in October...

23 August 2019 | Artificial Intelligence

Google improves AI model training by open-sourcing framework

Google is helping researchers seeking to train AI models by open-sourcing a reinforcement learning framework used for its own projects. Reinforcement learning has been used for some of the most impressive AI demonstrations thus far, including those which beat human professional gamers at Alpha Go and Dota 2. Google subsidiary DeepMind uses it for its Deep Q-Network (DQN). Building a reinforcement learning framework takes both time and significant resources. For AI to reach its full potential,...