DeepMind releases AlphaFold database of nearly all human protein structures

British artificial intelligence giant DeepMind has released a database of nearly all human protein structures that it amassed as part of its AlphaFold program.

Last year, the organisers of the biennial Critical Assessment of protein Structure Prediction (CASP) recognised AlphaFold as a solution to the grand challenge of figuring out what shapes proteins fold into.

Professor John Moult, Co-founder and Chair of CASP, University of Maryland, said:

“We have been...

Apple considers using ML to make augmented reality more useful

A patent from Apple suggests the company is considering how machine learning can make augmented reality (AR) more useful.

Most current AR applications are somewhat gimmicky, with barely a handful that have achieved any form of mass adoption. Apple’s decision to introduce LiDAR in its recent devices has given AR a boost but it’s clear that more needs to be done to make applications more useful.

A newly filed patent suggests that Apple is exploring how machine learning...

Study finds YouTube’s AI serves most of the content users regret viewing

A major crowdsourced study has found that YouTube’s AI is still recommending most of the videos that users regret viewing.

Mozilla launched a study using a crowdsourced army of volunteers that found, of the content the users regretted viewing, 71 percent were recommendations from YouTube’s AI.

https://twitter.com/mozilla/status/1412699327982669825

Over the years, concerns have been raised that YouTube’s algorithms have promoted videos that range from stupid...

Experts debate whether GitHub’s latest AI tool violates copyright law

GitHub’s impressive new code-assisting AI tool called Copilot is receiving both praise and criticism.

Copilot draws context from the code that a developer is working on and can suggest entire lines or functions. The system, from OpenAI, claims to be “significantly more capable than GPT-3” in generating code and can help even veteran programmers to discover new APIs or ways to solve problems.

Critics claim the system is using copyrighted code that GitHub then plans...

You can now buy AI technologies from TikTok

From the company’s owner, not your favourite TikTok influencer.

Behind every successful TikTok video is a bunch of clever algorithms helping to make it a viral sensation. The company’s owner, ByteDance, launched a new division last month called BytePlus which sells TikTok’s AI technologies.

Up for grabs is the recommendation algorithm behind the ForYou feed, computer vision tech, automatic speech-to-text and text-to-speech, data analysis tools, and...

Researchers from Microsoft and global leading universities study the ‘offensive AI’ threat

A group of researchers from Microsoft and seven global leading universities have conducted an industry study into the threat offensive AI is posing to organisations.

AIs are beneficial tools but are indiscriminate in also providing assistance to individuals and groups that set out to cause harm.

The researchers’ study into offensive AI used both existing research into the subject in addition to responses from organisations including Airbus, Huawei, and...

MLCommons releases latest MLPerf Training benchmark results

Open engineering consortium MLCommons has released its latest MLPerf Training community benchmark results.

MLPerf Training is a full system benchmark that tests machine learning models, software, and hardware.

The results are split into two divisions: closed and open. Closed submissions are better for comparing like-for-like performance as they use the same reference model to ensure a level playing field. Open submissions, meanwhile, allow participants to submit a...

GitHub releases an AI-powered copilot to help improve code

GitHub is helping developers to speed up and clean up their code with a new AI-powered tool that it calls Copilot.

GitHub Copilot uses an AI system from OpenAI known as OpenAI Codex. The system claims to have a broad knowledge of how people use code and claims to be “significantly more capable than GPT-3” in generating code.

By drawing context from the code that a developer is working on, the system is able to suggest entire lines or...

Fetch.ai launches AI ‘agent’ to counter DeFi impermanent losses

Cambridge-based AI blockchain startup Fetch.ai has launched a DeFi (Decentralised Finance) Agents toolkit to greatly improve the experience of such “Web 3.0” applications.

Fetch.ai made our innovative companies to watch in 2021 list for its grand vision to build a decentralised network of autonomous “agents” that perform real-world tasks. For most companies, that plan could sound almost impossibly ambitious—but Fetch.ai has the talent and resources to pull it off and...

F-Secure: AI-based recommendation engines are easy to manipulate

Cybersecurity giant F-Secure has warned that AI-based recommendation systems are easy to manipulate.

Recommendations often come under increased scrutiny around major elections due to concerns that bias could, in extreme cases, lead to electoral manipulation. However, the recommendations that are delivered to people day-to-day matter just as much, if not more.

Matti Aksela, VP of Artificial Intelligence at F-Secure, commented:

“As we rely more and more on AI...