Group items tagged

"Filter bubbles are certainly at work online around any big political event, agreed the panel. "Within your network - Twitter or Facebook or LinkedIn - you're probably within your own bubble of opinion," said Aiken."

"So if we put those three findings together, what do we get? * Small groups of * ageing * right-wingers * on their desktop computers (because this study wasn't-couldn't be-carried out on mobile, only desktop) ..get their information from unreliable, partisan news sites. The study doesn't say whether they then go on to share it on Facebook or on their Twitter account grumpyboomer032945231, but it's not hard to imagine that's what happens. This isn't to let the search algorithms off the hook either, but does go to show that the real problem, as ever, lies with the humans."

"Do the potential paying customers for these large models add up to enough money to keep the servers on? That's the 13 trillion dollar question, and the answer is the difference between WorldCom and Enron, or dotcoms and cryptocurrency. Though I don't have a certain answer to this question, I am skeptical. AI decision support is potentially valuable to practitioners. Accountants might value an AI tool's ability to draft a tax return. Radiologists might value the AI's guess about whether an X-ray suggests a cancerous mass. But with AIs' tendency to "hallucinate" and confabulate, there's an increasing recognition that these AI judgments require a "human in the loop" to carefully review their judgments. In other words, an AI-supported radiologist should spend exactly the same amount of time considering your X-ray, and then see if the AI agrees with their judgment, and, if not, they should take a closer look. AI should make radiology more expensive, in order to make it more accurate. But that's not the AI business model. AI pitchmen are explicit on this score: The purpose of AI, the source of its value, is its capacity to increase productivity, which is to say, it should allow workers to do more, which will allow their bosses to fire some of them, or get each one to do more work in the same time, or both. The entire investor case for AI is "companies will buy our products so they can do more with less." It's not "business custom­ers will buy our products so their products will cost more to make, but will be of higher quality.""

"As the lava lamps bubble and swirl, a video camera on the ceiling monitors their unpredictable changes and connects the footage to a computer, which converts the randomness into a virtually unhackable code.  Why use lava lamps for encryption instead of computer-generated code? Since computer codes are created by machines with relatively predictable patterns, it is entirely possible for hackers to guess their algorithms, posing a security risk. Lava lamps, on the other hand, add to the equation the sheer randomness of the physical world, making it nearly impossible for hackers to break through."

"To demonstrate how reality may differ for different Facebook users, The Wall Street Journal created two feeds, one "blue" and the other "red." If a source appears in the red feed, a majority of the articles shared from the source were classified as "very conservatively aligned" in a large 2015 Facebook study. For the blue feed, a majority of each source's articles aligned "very liberal." These aren't intended to resemble actual individual news feeds. Instead, they are rare side-by-side looks at real conversations from different perspectives. "

"Are Jews evil? How do you want that question answered? This is our internet. Not Google's. Not Facebook's. Not rightwing propagandists. And we're the only ones who can reclaim it."

"And now, 10 years later, the impact of reckless, subjective and inflammatory misinformation served up on the web is being felt like never before in the digital era."

"Facebook enables advertisers to promote content to nearly 900,000 people interested in "vaccine controversies", the Guardian has found. Other groups of people that advertisers can pay to reach on Facebook include those interested in "Dr Tenpenny on Vaccines", which refers to anti-vaccine activist Sherri Tenpenny, and "informed consent", which is language that anti-vaccine propagandists have adopted to fight vaccination laws."

"Algorithms steer us back to similar content in echo chambers that inhibit both critical and creative thinking. Platforms incentivized to keep users scrolling discourage long-looking and render users as passive consumers, rather than active seekers of inspiration. They aren't a space for productive feedback, either: Art takes on a different tone when it's surrounded by dog GIFs, political memes, and your cousin's baby photos."

"But there is another set of Facebook stories that shines even more glaring light on the company's mismatch of power and responsibility. A good place to start is Sri Lanka: one of many countries where "fake news" is not the slightly jokey notion regularly played up by Trump, but sometimes a matter of life and death."

"But today that universe seeks and surrounds you. When you first join Facebook you make a few choices of your own. But soon the algorithm starts narrowing your options and deciding what further choices to present to you. Because many of us rely on a limited number of news sources that populate our social media feeds, our information universe becomes more and more niche. For Trump supporters, that universe is often paramilitary."

"Is the internet entering the era of personalisation, where web firms know so much about us that they are able to serve us up a view of the world which is like looking in the mirror?"

"To create Discover Weekly, there are three main types of recommendation models that Spotify employs: Collaborative Filtering models (i.e. the ones that Last.fm originally used), which analyze both your behavior and others' behaviors. Natural Language Processing (NLP) models, which analyze text. Audio models, which analyze the raw audio tracks themselves."

"That algorithm can make the app powerfully addictive and fun, but like other social media platforms, it may also be cutting out whole swaths of content that you'll never get to see. I ran an experiment by creating two fresh accounts on TikTok. With these accounts, the only bias they start with is knowing my location - Toronto - which brings up content made near me."

"Yet despite much of the content appearing to break TikTok's rules, which explicitly ban misogyny and copycat accounts, the platform appears to have done little to limit Tate's spread or ban the accounts responsible. Instead, it has propelled him into the mainstream - allowing clips of him to proliferate, and actively promoting them to young users."