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"Game players-like drivers-often have to reach conclusions without full understanding of what the other players-or drivers-are doing. So more researchers are applying game theory to train self-driving cars how to act in uncertain situations."

"Crucial to his success, he says, was YouTube's recommendation system, the feature that promotes videos for you to watch on the homepage or in the "Up Next" column to the right of whatever you're watching. "We were recommended constantly," he tells me. YouTube's algorithms, he says, figured out that "people getting into flat earth apparently go down this rabbit hole, and so we're just gonna keep recommending.""

""Social media giants like Twitter receive an unprecedented liability shield based on the theory that they are a neutral platform, not an editor with a viewpoint," he said during an Oval Office signing ceremony for an executive order designed to rein in big technology companies."

"That can include statistical or machine learning algorithms that rely on police records detailing the time, location, and nature of past crimes in a bid to predict if, when, where, and who may commit future infractions. In theory, this should help authorities use resources more wisely and spend more time policing certain neighborhoods that they think will yield higher crime rates."

"As Americans continue to grapple with media distrust, conspiracy theories, bots, trolls, and general panic amid multiple unprecedented crises, Twitter is once again trying a new method of identifying misinformation. A new feature in development at the social media platform, called "Birdwatch," was first reported by reverse engineer Jane Manchun Wong (h/t Tech Crunch) in early August. "

"The problem, he believes, is that total decentralization inevitably increases wealth inequality. He pointed me to a simulation he designed last year in which bouncing balls demonstrate the theory that "the rich actually always get richer, no matter what." "

"The more technology helps make us more efficient, the more we are asked to be more efficient. We - our labour, our time, our data - is mined with increasing rapaciousness. Here's my thing with that Keynes essay. Sure, it looks like he was totally wrong about the future. We didn't end up with so much free time that we all went insane. But, then again, we've never actually tested his theory properly. We never just let the machines take over. Clearly, as we're (re)discovering, everyone finds that idea terrifying. I tend to agree. The idea of a completely A.I.-controlled world makes me uneasy. That said, the trend over the last 100 years - and even more since the dawn of this century - doesn't make me feel much better. What seems likelier to me than us all losing our jobs to A.I. is that the way in which we're already being replaced by machines continues is accelerated. That is, that we become ever more tied to the machines, ever more entwined with them. That our lives, bodies, and brains will become ever more machine-like."

"Parent "Portals," as utilized in K12 education, are doing significant harm to student development.[1] For those not familiar, Parent Portals are learning management systems that provide "real time" information to parents of school-aged children: "grades, attendance, assignments, and more." On a daily basis parents can monitor their child's performance in school and intervene at home. In theory, this seems like a good thing. But what is the difference between "real time" data and constant surveillance? In my view, not much. What if surveillance is not conducive to education? I'm working this one out. Let's see where it goes."

"Racists on the notorious troll site 4chan are using a powerful new and free AI-powered image generator service offered by Microsoft to create antisemitic propaganda, according to posts reviewed by Bellingcat. Users of 4chan, which has frequently hosted hate speech and played home to posts by mass shooters, tasked Bing Image Creator to create photo-realistic antisemitic caricatures of Jews and, in recent days, shared images created by the platform depicting Orthodox men preparing to eat a baby, carrying migrants across the US border (the latter a nod to the racist Great Replacement conspiracy theory), and committing the 9/11 attacks."

"But by far the most immediate danger is the role that AI data analysis and generation plays in spreading disinformation and extremism on social media. This technology powers bots and amplification algorithms. These have played a direct role in fomenting conflict in many countries. They are helping to intensify racism, conspiracy theories, political extremism and a plethora of violent, irrationalist movements."

"The dark forest theory of the web points to the increasingly life-like but life-less state of being online. Most open and publicly available spaces on the web are overrun with bots, advertisers, trolls, data scrapers, clickbait, keyword-stuffing "content creators," and algorithmically manipulated junk. It's like a dark forest that seems eerily devoid of human life - all the living creatures are hidden beneath the ground or up in trees. If they reveal themselves, they risk being attacked by automated predators."

"This week, a 16-person narrative design studio has found itself at the centre of a conspiracy theory that holds it responsible for the insidious prevalence of "wokery" in modern video games. A group with more than 200,000 followers on PC games storefront Steam, as well as thousands in a Discord chat channel, believes that Sweet Baby Inc is secretly forcing game developers to change the bodies, ethnicities and sexualities of video game characters to conform to "woke" ideology. They think that Sweet Baby has written and controlled almost every popular video game of the past five years, shutting straight white men out. As Trump once again heads out on the campaign trail, this is part of a broader far right panic about diversity and inclusion that has already resulted in proposed regressive anti-women and anti-woke legislation in the US and elsewhere."

"Renée: What I find most alarming is that people have the ability to just create reality by making something trend, to reinforce over and over and over again these conspiracy theories. You do have this increasingly divergent set of realities where there's a deep conviction built up over many, many years of reinforcing the same tropes and stories. You can't just correct that with a fact check."

"First, the problems were manually translated into formal mathematical language for our systems to understand. In the official competition, students submit answers in two sessions of 4.5 hours each. Our systems solved one problem within minutes and took up to three days to solve the others. AlphaProof solved two algebra problems and one number theory problem by determining the answer and proving it was correct. This included the hardest problem in the competition, solved by only five contestants at this year's IMO. AlphaGeometry 2 proved the geometry problem, while the two combinatorics problems remained unsolved."

Great video to watch...

"Facebook will ban any groups, pages or Instagram accounts that "represent" QAnon, the company announced Tuesday, in a sharp escalation of its attempt to crack down on the antisemitic conspiracy movement that has thrived on its platform."

"I started to feel that propaganda had fundamentally changed. The types of actors who could create it and spread it had shifted, and the impact it was having on our society was quite significant, but we weren't using the word. We were using words like "misinformation" or "disinformation", which seemed to be misdiagnoses of the problem. And so I wanted to write a book that asked, in this media ecosystem, what does propaganda look like?"