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Facebook pushes EU for dilute and fuzzy internet content rules

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Facebook founder Mark Zuckerberg is in Europe this week — attending a security conference in Germany over the weekend, where he spoke about the kind of regulation he’d like applied to his platform, ahead of a slate of planned meetings with digital heavyweights at the European Commission.

“I do think that there should be regulation on harmful content,” said Zuckerberg during a Q&A session at the Munich Security Conference, per Reuters, making a pitch for bespoke regulation.

He went on to suggest “there’s a question about which framework you use,” telling delegates: “Right now there are two frameworks that I think people have for existing industries — there’s like newspapers and existing media, and then there’s the telco-type model, which is ‘the data just flows through you,’ but you’re not going to hold a telco responsible if someone says something harmful on a phone line.”

“I actually think where we should be is somewhere in between,” he added, making his plea for internet platforms to be a special case.

At the conference he also said Facebook now employs 35,000 people to review content on its platform and implement security measures — including suspending around 1 million fake accounts per day, a stat he professed himself “proud” of.

The Facebook chief is due to meet with key commissioners covering the digital sphere this week, including competition chief and digital EVP Margrethe Vestager, internal market commissioner Thierry Breton and Věra Jourová, who is leading policymaking around online disinformation.

The timing of his trip is clearly linked to digital policymaking in Brussels — with the Commission due to set out its thinking around the regulation of artificial intelligence this week. (A leaked draft last month suggested policymakers are eyeing risk-based rules to wrap around AI.)

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More widely, the Commission is wrestling with how to respond to a range of problematic online content — from terrorism to disinformation and election interference — which also puts Facebook’s 2 billion+ social media empire squarely in regulators’ sights.

Another policymaking plan — a forthcoming Digital Service Act (DSA) — is slated to upgrade liability rules around internet platforms.

The details of the DSA have yet to be publicly laid out, but any move to rethink platform liabilities could present a disruptive risk for a content-distributing giant such as Facebook.

Going into meetings with key commissioners Zuckerberg made his preference for being considered a “special” case clear — saying he wants his platform to be regulated not like the media businesses which his empire has financially disrupted; nor like a dumbpipe telco.

On the latter it’s clear — even to Facebook — that the days of Zuckerberg being able to trot out his erstwhile mantra that “we’re just a technology platform,” and wash his hands of tricky content stuff, are long gone.

Russia’s 2016 foray into digital campaigning in the U.S. elections and sundry content horrors/scandals before and since have put paid to that — from nation state-backed fake news campaigns to live-streamed suicides and mass murder.

Facebook has been forced to increase its investment in content moderation. Meanwhile, it announced a News section launch last year — saying it would hand-pick publishers’ content to show in a dedicated tab.

The “we’re just a platform” line hasn’t been working for years. And EU policymakers are preparing to do something about that.

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With regulation looming, Facebook is now directing its lobbying energies into trying to shape a policymaking debate — calling for what it dubs “the ‘right’ regulation.”

Here the Facebook chief looks to be applying a similar playbook as Google’s CEO, Sundar Pichai — who recently tripped to Brussels to push for AI rules so dilute they’d act as a tech enabler.

In a blog post published today Facebook pulls its latest policy lever: putting out a white paper which poses a series of questions intended to frame the debate at a key moment of public discussion around digital policymaking.

Top of this list is a push to foreground focus on free speech, with Facebook questioning “how can content regulation best achieve the goal of reducing harmful speech while preserving free expression?” — before suggesting more of the same: (Free, to its business) user-generated policing of its platform.

Another suggestion it sets out which aligns with existing Facebook moves to steer regulation in a direction it’s comfortable with is for an appeals channel to be created for users to appeal content removal or non-removal. Which of course entirely aligns with a content decision review body Facebook is in the process of setting up — but which is not in fact independent of Facebook.

Facebook is also lobbying in the white paper to be able to throw platform levers to meet a threshold of “acceptable vileness” — i.e. it wants a proportion of law-violating content to be sanctioned by regulators — with the tech giant suggesting: “Companies could be incentivized to meet specific targets such as keeping the prevalence of violating content below some agreed threshold.”

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It’s also pushing for the fuzziest and most dilute definition of “harmful content” possible. On this Facebook argues that existing (national) speech laws — such as, presumably, Germany’s Network Enforcement Act (aka the NetzDG law) which already covers online hate speech in that market — should not apply to Internet content platforms, as it claims moderating this type of content is “fundamentally different.”

“Governments should create rules to address this complexity — that recognize user preferences and the variation among internet services, can be enforced at scale, and allow for flexibility across language, trends and context,” it writes — lobbying for maximum possible leeway to be baked into the coming rules.

“The development of regulatory solutions should involve not just lawmakers, private companies and civil society, but also those who use online platforms,” Facebook’s VP of content policy, Monika Bickert, also writes in the blog.

“If designed well, new frameworks for regulating harmful content can contribute to the internet’s continued success by articulating clear ways for government, companies, and civil society to share responsibilities and work together. Designed poorly, these efforts risk unintended consequences that might make people less safe online, stifle expression and slow innovation,” she adds, ticking off more of the tech giant’s usual talking points at the point policymakers start discussing putting hard limits on its ad business.

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Facebook fighting against disinformation: Launch new options

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Meta, the parent company of Facebook, has dismantled new malicious networks that used vaccine debates to harass professionals or sow division in some countries, a sign that disinformation about the pandemic, spread for political ends, is on the wane not.

“They insulted doctors, journalists and elected officials, calling them supporters of the Nazis because they were promoting vaccines against the Covid, ensuring that compulsory vaccination would lead to a dictatorship of health,” explained Mike Dvilyanski, director investigations into emerging threats, at a press conference on Wednesday.

He was referring to a network linked to an anti-vaccination movement called “V_V”, which the Californian group accuses of having carried out a campaign of intimidation and mass harassment in Italy and France, against health figures, media and politics.

The authors of this operation coordinated in particular via the Telegram messaging system, where the volunteers had access to lists of people to target and to “training” to avoid automatic detection by Facebook.

Their tactics included leaving comments under victims’ messages rather than posting content, and using slightly changed spellings like “vaxcinati” instead of “vaccinati”, meaning “people vaccinated” in Italian.

The social media giant said it was difficult to assess the reach and impact of the campaign, which took place across different platforms.

This is a “psychological war” against people in favor of vaccines, according to Graphika, a company specializing in the analysis of social networks, which published Wednesday a report on the movement “V_V”, whose name comes from the Italian verb “vivere” (“to live”).

“We have observed what appears to be a sprawling populist movement that combines existing conspiratorial theories with anti-authoritarian narratives, and a torrent of health disinformation,” experts detail.

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They estimate that “V_V” brings together some 20,000 supporters, some of whom have taken part in acts of vandalism against hospitals and operations to interfere with vaccinations, by making medical appointments without honoring them, for example.

Change on Facebook

Facebook announces news that will facilitate your sales and purchases on the social network.

Mark Zuckerberg, the boss of Facebook, announced that the parent company would now be called Meta, to better represent all of its activities, from social networks to virtual reality, but the names of the different services will remain unchanged. A month later, Meta is already announcing news for the social network.

The first is the launch of online stores in Facebook groups. A “Shop” tab will appear and will allow members to buy products directly through the group in question.

Other features have been communicated with the aim of facilitating e-commerce within the social network, such as the display of recommendations and a better mention of products or even Live Shopping. At this time, no date has been announced regarding the launch of these new options.

In the light of recent features, the company wants to know the feedback from its users through the survey same like what Tesco doing to get its customers feedback via Tesco Views Survey. However, the company is still about this feedback will announce sooner than later in this regard.

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Facebook AI Hunts & Removes Harmful Content

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Main Article Image - AI

Facebook announced a new AI technology that can rapidly identify harmful content in order to make Facebook safer. Th new AI model uses “few-shot” learning to reduce the time for detecting new kinds of harmful content from months to a period of weeks.

Few-Shot Learning

Few-shot learning has similarities to Zero-shot learning. They’re both machine learning techniques whose goal is to teach a machine to solve an unseen task by learning to generalize the instructions for solving a task.

Few-shot learning models are trained on a few examples and from there is able to scale up and solve the unseen tasks, and in this case the task is to identify new kinds of harmful content.

The advantage of Facebook’s new AI model is to speed up the process of taking action against new kinds of harmful content.

The Facebook announcement stated:

“Harmful content continues to evolve rapidly — whether fueled by current events or by people looking for new ways to evade our systems — and it’s crucial for AI systems to evolve alongside it.

But it typically takes several months to collect and label thousands, if not millions, of examples necessary to train each individual AI system to spot a new type of content.

…This new AI system uses a method called “few-shot learning,” in which models start with a general understanding of many different topics and then use much fewer — or sometimes zero — labeled examples to learn new tasks.”

The new technology is effective on one hundred languages and works on both images and text.

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Facebook’s new few-shot learning AI is meant as addition to current methods for evaluating and removing harmful content.

Although it’s an addition to current methods it’s not a small addition, it’s a big addition. The impact of the new AI is one of scale as well as speed.

“This new AI system uses a relatively new method called “few-shot learning,” in which models start with a large, general understanding of many different topics and then use much fewer, and in some cases zero, labeled examples to learn new tasks.

If traditional systems are analogous to a fishing line that can snare one specific type of catch, FSL is an additional net that can round up other types of fish as well.”

New Facebook AI Live

Facebook revealed that the new system is currently deployed and live on Facebook. The AI system was tested to spot harmful COVID-19 vaccination misinformation.

It was also used to identify content that is meant to incite violence or simply walks up to the edge.

Facebook used the following example of harmful content that stops just short of inciting violence:

“Does that guy need all of his teeth?”

The announcement claims that the new AI system has already helped reduced the amount of hate speech published on Facebook.

Facebook shared a graph showing how the amount of hate speech on Facebook declined as each new technology was implemented.

Graph Shows Success Of Facebook Hate Speech Detection

Facebook Hate Speech AI

Entailment Few-Shot Learning

Facebook calls their new technology, Entailment Few-Shot Learning.

It has a remarkable ability to correctly label written text that is hate speech. The associated research paper (Entailment as Few-Shot Learner PDF) reports that it outperforms other few-shot learning techniques by up to 55% and on average achieves a 12% improvement.

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Facebook’s article about the research used this example:

“…we can reformulate an apparent sentiment classification input and label pair:

[x : “I love your ethnic group. JK. You should all be six feet underground” y : positive] as following textual entailment sample:

[x : I love your ethnic group. JK. You should all be 6 feet underground. This is hate speech. y : entailment].”

Facebook Working To Develop Humanlike AI

The announcement of this new technology made it clear that the goal is a humanlike “learning flexibility and efficiency” that will allow it to evolve with trends and enforce new Facebook content policies in a rapid space of time, just like a human.

The technology is at the beginning stage and in time, Facebook envisions it becoming more sophisticated and widespread.

“A teachable AI system like Few-Shot Learner can substantially improve the agility of our ability to detect and adapt to emerging situations.

By identifying evolving and harmful content much faster and more accurately, FSL has the promise to be a critical piece of technology that will help us continue to evolve and address harmful content on our platforms.”

Citations

Read Facebook’s Announcement Of New AI

Our New AI System to Help Tackle Harmful Content

Article About Facebook’s New Technology

Harmful content can evolve quickly. Our new AI system adapts to tackle it

Read Facebook’s Research Paper

Entailment as Few-Shot Learner (PDF)

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New Facebook Groups Features For Building Strong Communities

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Meta launches new features for Facebook Groups to improve communication between members, strengthen communities, and give admins more ways to customize the look and feel.

In addition, the company shares its vision for the future of communities on Facebook, which brings features from Groups and Pages together in one place.

Here’s an overview of everything that was announced at the recent Facebook Communities Summit.

More Options For Facebook Group Admins

Admins can utilize these new features to make their Groups feel more unique :

  • Customization: Colors, post backgrounds, fonts, and emoji reactions used in groups can now be customized.
  • Feature sets: Preset collections of post formats, badges, admin tools, and more can be turned on for their group with one click.
  • Preferred formats: Select formats you want members to use when they post in your group.
  • Greeting message: Create a unique message that all new members will see when they join a group.
Facebook groups new featuresScreenshot from about.fb.com/news, November 2021.

Stronger Connections For Members

Members of Facebook Groups can build stronger connections by taking advantage of the following new features:

  • Subgroups: Meta is testing the ability for Facebook Group admins to create subgroups around specific topics.
  • Community Chats: Communicate in real-time with other group members through Facebook or Messenger.
  • Recurring Events: Set up regular events for member to get together either online or in person.
  • Community Awards: Give virtual awards to other members to recognize valuable contributions.
Facebook groups new featuresScreenshot from about.fb.com/news, November 2021.

New Ways To Manage Communities

New tools will make it easier for admins to manage their groups:

  • Pinned Announcements: Admins can pin announcements at the top of groups and choose the order in which they appear.
  • Personalized Suggestions: Admin Assist will now offer suggestions on criteria to add, and more info on why content is declined.
  • Internal Chats: Admins can now create create group chats exclusively for themselves and other moderators.
Facebook groups new featuresScreenshot from about.fb.com/news, November 2021.

Monetization & Fundraisers

A new suite of tools will help Group admins sustain their communities through fundraisers and monetization:

  • Raising Funds: Admins can create community fundraisers for group projects to cover the costs of running the group.
  • Selling Merchandise: Sell merchandise you’ve created by setting up a shop within your group.
  • Paid Memberships: Create paid subgroups that members can subscribe to for a fee.
Facebook groups new featuresScreenshot from about.fb.com/news, November 2021.

Bringing Together Groups & Pages

Facebook is introducing a new experience that brings elements of Pages and Groups together in one place.

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This will allow Group admins to use an official voice when interacting with their community.

Currently, Admins post to a Facebook Group it shows that it’s published by the individual user behind the account.

When this new experience rolls out, posts from Admins will show up as official announcements posted by the group. Just like how a post from a Facebook Page shows that it’s published by the Page.

Admins of Facebook Pages will have the option to build their community in a single space if they prefer not to create a separate group. When this change rolls out, Page admins can utilize moderation tools accessible to Group admins.

This new experience will be tested over the next year before it’s available to everyone.

Source: Meta Newsroom


Featured Image: AlesiaKan/Shutterstock

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