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

Facebook claims its AI reduced hate by 50% despite internal documents highlighting failures

Damning reports about the ineffectiveness of Facebook’s AI in countering hate speech prompted the firm to publish a post to the contrary, but the company's own internal documents highlight serious failures.

Facebook has had a particularly rough time as of late, with a series of Wall Street Journal reports in particular claiming the company knows that “its platforms are riddled with flaws that cause harm” and “despite congressional hearings, its own pledges and numerous...

18 October 2021 | Ethics & Society

Social media algorithms are still failing to counter misleading content

As the Afghanistan crisis continues to unfold, it’s clear that social media algorithms are unable to counter enough misleading and/or fake content.

While it’s unreasonable to expect that no disingenuous content will slip through the net, the sheer amount that continues to plague social networks shows that platform-holders still have little grip on the issue.

When content is removed, it should either be prevented from being reuploaded or at least flagged as...

17 August 2021 | Ethics & Society

AR overtakes AI as the ‘most disruptive’ emerging technology

A new report from GlobalData finds that professionals now believe AR will disrupt their industry more than AI.

70 percent of the 2,341 respondents across 30 business sectors picked AR as disrupting their industry most out of a selection of seven emerging technologies: AI, cybersecurity, cloud computing, IoT, blockchain, and 5G.

Filipe Oliveira, Senior Analyst at GlobalData, commented: “This change in how people see AR will likely be long term, and not just a temporary...

28 July 2021 | Apple

Facebook is developing a news-summarising AI called TL;DR

Facebook is developing an AI called TL;DR which summarises news into shorter snippets.

Anyone who’s spent much time on the web will know what TL;DR stands for⁠—but, for everyone else, it’s an acronym for “Too Long, Didn’t Read”.

It’s an understandable sentiment we’ve all felt at some point. People lead busy lives. Some outlets now even specialise in short, at-a-glance news.

The problem is, it’s hard to get the full picture of a story in just...

16 December 2020 | Meta (Facebook)

Facebook uses AI to help people support each other

Facebook has deployed an AI system which matches people needing support with local heroes offering it.“United we stand, divided we fall” is a clichéd saying—but tackling a pandemic is a collective effort. While we’ve all seen people taking selfish actions, they’ve been more than balanced out by those helping to support their communities.

Facebook has been its usual blessing and a curse during the pandemic. On the one hand, it's helped people to stay connected and...

2 October 2020 | Meta (Facebook)

Facebook pledges crackdown on deepfakes ahead of the US presidential election

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Facebook has pledged to crack down on misleading deepfakes ahead of the US presidential election later this year.

Voter manipulation is a concern for any functioning democracy and deepfakes provide a whole new challenge for social media platforms.

A fake video of Nancy Pelosi, Speaker of the United States House of Representatives, went viral last year after purportedly showing her slurring her words as if she was intoxicated. The clip shows how even a relatively...

8 January 2020 | Meta (Facebook)

Esteemed consortium launch AI natural language processing benchmark

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A research consortium featuring some of the greatest minds in AI are launching a benchmark to measure natural language processing (NLP) abilities.

The consortium includes Google DeepMind, Facebook AI, New York University, and the University of Washington. Each of the consortium’s members believe a more comprehensive benchmark is needed for NLP than current solutions.

The result is a benchmarking platform called SuperGLUE which replaces an older platform called GLUE...

15 August 2019 | Google

Facebook lends its AI powers to the OpenStreetMap community

facebook openstreetmap ai artifical intelligence map

Facebook is providing its Map With AI service to the largest open-source mapping project, OpenStreetMap.

Whereas mapping efforts from Google and Apple focus on navigating major cities, OpenStreetMap aims to ensure the smallest dirt paths are mapped.

Mapping the whole Earth is no small task: a sizeable local community helps, but it’s an impossible task manually both due to scale and often difficult to make out imagery.

In a Facebook blog post, mapping expert...

24 July 2019 | Meta (Facebook)

Facebook outage gave a glimpse at how its AI analyses images

Facebook’s issue displaying images yesterday gave users an interesting look at how the social media giant’s AI analyses their uploads.

An outage yesterday meant Facebook users were unable to see uploaded images, providing a welcome respite from the usual mix of food and baby photos. In their place, however, was some interesting text.

Text in the placeholder where the image should have been displayed showed how Facebook’s AI automatically tagged the...

4 July 2019 | Machine Learning