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"These systems weren't set up to be biased; it's likely that they were simply trained on a subset of the diversity of accents and usages present in the United States. But, as we become ever more reliant on these systems, making them less frustrating for all their users should be a priority."

"When the field of AI believes it is neutral, it both fails to notice biased data and builds systems that sanctify the status quo and advance the interests of the powerful. What is needed is a field that exposes and critiques systems that concentrate power, while co-creating new systems with impacted communities: AI by and for the people."

"About 54 percent of the global population used the internet last year, but less than a fifth of people in the least-developed countries were online, according to the International Telecommunication Union (ITU), a United Nations agency."

"This can make the technology easier to use for seniors who aren't comfortable with other forms of electronic payment, since they wouldn't have to lift a finger. As for the rest of us, this also means an end to standing in line to get off the bus while someone - often me - fumbles around for exact change."

"The battle over algorithms in healthcare has come into full view since last fall. The debate only intensified in the wake of the coronavirus pandemic, which has disproportionately devastated Black and Latino communities. In October, Science published a study that found one hospital unintentionally directed more white patients than Black patients to a high-risk care management program because it used an algorithm to predict the patients' future healthcare costs as a key indicator of personal health. Optum, the company that sells the software product, told Mashable that the hospital used the tool incorrectly. "

"Twitter's image cropping algorithm prefers younger, slimmer faces with lighter skin, an investigation into algorithmic bias at the company has found. The finding, while embarrassing for the company, which had previously apologised to users after reports of bias, marks the successful conclusion of Twitter's first ever "algorithmic bug bounty"."

In her intervention on Friday, the Norwegian prime minister wrote that the photograph, entitled The Terror of War and featuring the naked nine-year-old Kim Phúc running away from a napalm attack, had "shaped world history". Solberg added: "I appreciate the work Facebook and other media do to stop content and pictures showing abuse and violence ... But Facebook is wrong when they censor such images."

"While the Moocs are associated with high-status universities, Alison's focus is on the vast numbers of people around the world needing to improve their vocational skills and training."

Apple is slowly becoming a dangerous competitor again Microsoft, but the Windows operating systems still dominate the business world. What does this mean for Apple?

Be careful of articles like these as they are really dealing with business but not in terms of the technology or a social and ethical issue. Equality of access for these businesses is only a by product - unlike for something like the OLPC where it was the main issue...

"the weWALK cane consists of an electronic handle with a regular 'analog' white cane that is inserted into the bottom. it uses an ultrasonic sensor to detect any obstacles above chest level and warns the user via a vibrating handle."

"Indeed, a recent working paper in the area of machine learning suggests that the simpler the algorithm, the more likely its outcome will further disadvantage already disadvantaged groups. In other words, our social relationships are complex, and our algorithms should be, too. But in the quest to streamline processes, they aren't always, and that can be a huge problem."

"Starting today, YouTube began shifting the default play settings on all its videos to standard definition. The decision, confirmed to Mashable over email, is in response to possible bandwidth strain as more and more people self-isolate to slow the spread of the coronavirus. "

"ISSUES with the online learning and teaching process has caused students from the low-income group to be left behind, said the National Union of the Teaching Profession (NUTP)."

"Fear-mongering Citizen app apparently stepped up from crime pronouncement to vigilantism this weekend when they offered a $30k reward for information about a gentleman they believed to be an arsonist responsible for starting a large fire. It is pretty clear local law enforcement didn't ask for this assistance and that sharing of the photo could easily have endangered the "suspect," or in this case victim, especially as requested in the quote below."

"With this BCI, our study participant, whose hand was paralysed from spinal cord injury, achieved typing speeds of 90 characters per minute with 94.1% raw accuracy online, and greater than 99% accuracy offline with a general-purpose autocorrect."

"Some unemployment applicants have said that ID.me's facial recognition models fail to properly identify them (generally speaking, facial recognition technology is notoriously less accurate for women and people of color). And after their applications were put on hold because their identity couldn't be verified, many should-be beneficiaries have had to wait days or weeks to reach an ID.me "trusted referee" who could confirm what the technology couldn't."

"The internet-freedom group Access Now recorded 75 internet outages in 2016, which more than doubled to 196 last year. "The tactic has been around for a while, but the rate at which it is being applied now is extremely alarming," says Berhan Taye, of the UK-based organisation."

"But users began to spot flaws in the feature over the weekend. The first to highlight the issue was PhD student Colin Madland, who discovered the issue while highlighting a different racial bias in the video-conference software Zoom. When Madland, who is white, posted an image of himself and a black colleague who had been erased from a Zoom call after its algorithm failed to recognise his face, Twitter automatically cropped the image to only show Madland."

""There is no substitute for in-person collaboration and connection," said Take-Two Interactive Software CEO Strauss Zelnick. This is especially true for those who are in management roles in a firm, who find that actual management and mentoring is best done offline. The same goes for relationship-building, spontaneity, and creativity."