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How to train your AI — without humans
Meta, the parent company of Facebook and Instagram, has prided itself on releasing innovative open-source models as an alternative to the proprietary — or closed-source — models of OpenAI, Anthropic, and other leading AI developers. Now, it claims one of its newest models can evaluate other AI models. (That really is meta.)
Researchers at Meta’s Fundamental AI Research – yep, they call it their FAIR team – detailed their work on what they’re calling a “self-taught evaluator” in an August white paper ahead of the new model’s launch. The researchers sought to train an AI to evaluate models based not on human preference but on synthetic data. In short, Meta is trying to develop an AI model that can evaluate and improve itself without reliance on humans.
This could push AI to a place where it can sense its own imperfections and improve without being told to do so — a greater level of autonomy. Dystopian? Maybe.
Your Facebook and Instagram posts are now AI-training data
Remember that embarrassing picture of you on Facebook? The one with the red solo cups in the background that you tried to hide from future employers? No, no not that one. The other one.
Meta’s global privacy director, Melinda Claybaugh, recently told Australian legislators that, yes, the company’s artificial intelligence systems are trained in part on users’ public posts on Facebook and Instagram. The Facebook data trove dates all the way back to 2007, a year after it opened its service to the public.
The company allows users to set their posts to public or private and maintains that only the public posts are used for training AI. In Europe, users can opt out of having their information used to train Meta’s language models due to the EU’s privacy laws, and in Brazil, Meta was recently ordered to stop using its citizens’ data for this purpose.
In the UK, Meta paused training its AI on users’ posts following an inquiry from Britain’s Information Commissioner’s Office but plans to resume doing so after answering the regulator’s questions.
Given these revelations, you can guess that if you ask Meta’s AI for “embarrassing pictures from college,” its responses might be a little too accurate.
Meta’s AI full-court press
If you use any Meta product — Facebook, Instagram, WhatsApp, or Messenger — buck up for an onslaught of AI. The social media giant is rolling out AI-powered assistants across its apps in unavoidable ways.
Meta’s AI, quite simply, will be everywhere: in your searches, conversations with friends, and chiming to conversations on Facebook groups. It’s powered by the company’s LLaMA 3 model, and is meant to help you answer questions or complete tasks — whatever you want, really. GZERO searched for Thai food on Instagram and instantly initiated a conversation with the Meta AI chatbot. (It gave five good options nearby.)
Meta has taken an open-source approach to developing artificial intelligence, releasing its powerful model for the world to use. That’s different from rivals like OpenAI, which charge consumers and companies to use their closed-source tech.
Now, it’s putting its models to use in a bid to ensure you spend as much time on its platforms as possible. Meta’s bread and butter, as an advertising giant, is attention. If you don’t need to leave Instagram to Google something, or write something with ChatGPT, that’ll quickly mean more money for Meta.
If users aren’t so horribly annoyed or creeped out that they disengage completely, that is. 404 Media reported that Meta’s AI told a parents group on Facebook that it has a disabled-yet-gifted child before the company received complaints and removed the comments. And, for people who want to opt out entirely, it doesn’t help that currently there’s no real way to turn the AI off either.AI labels are coming to Instagram and Facebook. Will they work?
Sir Nick Clegg, president of global affairs at Meta, the parent company of Facebook, Instagram, and Threads, announced Tuesday their platforms would begin labeling AI-generated images.
Meta is working with AI image generators like Midjourney and Shutterstock to add metadata to images that have been created by artificial intelligence, which will then automatically trigger a label when posted. Clegg framed it as a crucial safety measure and said the company would build the technology over the next year.
There are some drawbacks. First, the technology won’t work on video or audio yet, but Clegg says Meta will take down any unlabelled AI-generated clip that “creates a particularly high risk of materially deceiving the public on a matter of importance.”
Second, even still images may be able to get around Meta’s detector by doing something as simple as processing it through photo editing software to generate new metadata, according to experts.
And as far as AI-generated text, Clegg says it would be pointless to try to identify and label it all. “That ship has sailed,” he told Reuters.
NATO membership for Ukraine?
Ian Bremmer shares his insights on global politics this week on World In :60.
Sweden will join NATO. Is Ukraine next?
Well, sure, but next doesn't mean tomorrow. Next means like at some indeterminate point, which makes President Zelensky pretty unhappy and he's made that clear, but he has massive amounts of support from NATO right now, and he needs that support to continue. So, it's not like he has a lot of leverage on joining NATO. As long as the Americans are saying it's not going to happen, that means it's not going to happen. No, the real issue is how much and how concrete the multilateral security guarantees that can be provided by NATO to Ukraine actually turn out to be. We will be watching that space.
Is Taiwan readying itself for an invasion by conducting its biggest evacuation drills in years?
I wouldn't say readying for an invasion. I would say, you know, sort of preparing for every contingency, and that means taking care of your people. I mean, the Americans weren't readying themselves for nuclear Armageddon by doing drills in classrooms and by, you know, having bomb shelters, but they had them because we were in a world where nuclear war was thinkable. Well, we're in a world where Chinese, mainland Chinese invasion of Taiwan is very unlikely, but thinkable. And of course, the Taiwanese have to think about it a lot more than you and I do.
Elon vs. Zuck. Thoughts?
Well, my thoughts are mostly about the battle of the social media platforms and the fact that of course you now have the big gorilla in the room with a Twitter competitor. And I've seen it pretty functional for the first several days. Obviously, massive numbers of people are on it, mostly because it's really easy to sign up. They're all coming over from Instagram and it's owned by the same person, by the same shareholders. Unclear to me who's going to win. If I had to bet, I would say that within 6 or 12 months, we're going to have a fragmented social media landscape politically, the way we do blogosphere or cable news, which is, I guess, good for consumer choice, but it's bad for civil society. What else is new?
Threads, Twitter, & the 2024 US election
Jon Lieber, head of Eurasia Group's coverage of political and policy developments in Washington, DC shares his perspective on US politics.
Hi, I'm Jon Lieber, and this is US Politics in (a little over) 60 Seconds.
Meta last week announced the launch of Threads, a direct competitor to Twitter that reportedly already has reached a hundred million signups, a huge number in just a week. This long-awaited move by. One of the kings of social media could dramatically alter the media environment heading into the 2024 election.
Twitter is enormously popular and important in the political and media world in the US, but has increasingly become a source of consternation and stress for highly engaged political users, particularly those on the left, after the takeover of the platform by Elon Musk, who has pursued what has looked at times like a bizarre and at least partially ideological strategy to upend Twitter's content moderation rules, and in his personal feed, highlighted tweets that troll liberals and promote conspiracy theories. Other competitors to Twitter, like Mastodon or Bluesky, have not achieved mass reach necessary to pose a serious threat to Twitter's dominance of the online media ecosystem, while others like Truth Social remain niche corners of the Internet.
Other outlets like Telegram have grown in importance, but do not provide the open platform of the more dominant social media apps. All of these trends point to the increased atomization of the media landscape globally. In the last 50 years, the US has moved from three dominant national broadcast news networks to a patchwork of increasingly fragmented social media sites with very little gatekeeping and strong, and in some cases partisan, ideological communities.
The launch of a viable competitor to Twitter will accelerate this trend. Meta's content moderation will build off what is learned from managing Instagram and Facebook. This could make it more than just a convening site for people interested in talking about sports and politics, and instead give it a unique appeal for political liberals in the US who don't like where Twitter is going.
That's not to say that conservatives won't be found there too. Even in the height of their concerns about Twitter censoring conservative speech, major conservative figures and writers did quite well on the platform, expanding their reach even as they said they were being stifled. A more fractured online information environment will be even more difficult to moderate than a unified one and provides more avenues for echo chambers and allow politicians to more aggressively micro-target their messages and could render it much more difficult to restrict the spread of disinformation in the 2024 election, especially if Twitter and Threads become the domains of the political right and left, respectively, and if their corporate owners pursue different content moderation policies.
We'd also expect campaigns to start taking advantage of this fractured media landscape, as they have already, targeting different messages to the different audiences on their different channels, making it much more difficult to see what's actually happening on these campaigns as their messages go to increasingly smaller corners of the Internet.
Thanks for watching. This has been US Politics in (a little over) 60 Seconds.
The Graphic Truth: Who uses Facebook products the most?
Chaos ensued globally this week when Facebook – and Facebook-owned WhatsApp and Instagram – went dark. That's because the world's biggest social media platform now reaches more than 3.5 billion people a month. In many places around the globe, these apps are literally a lifeline: many small businesses rely on Facebook to sell their products, families use WhatsApp to keep in touch, and young people are hooked on Instagram. Indeed, if nothing else this week's turmoil reveals the massive extent to which Facebook Inc. influences people's lives — and livelihoods. We take a look at where these three platforms are used most around the world.
Selangor Chief Minister's wife sorry for insensitive post amid water cuts
KUALA LUMPUR • The wife of Selangor's Chief Minister has apologised after her Instagram post was slammed for being insensitive to millions of people affected by water cuts in the Malaysian state.