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many quit in search of better work opportunities, self employment, or, simply, higher pay.

The recent trend towards higher pay exists in the context of decades of low-wage growth, as until recently, wages in the US had stagnated.

The current competitiveness of the labor market – at least the proportion that is driven by gap between the high demand for workers and the supply of those searching for work – might be temporary.

in September and October of this year, there were 1.4 million fewer mothers actively engaged with the labor force than those same months in 2019.

Mothers with college degrees and telework-compatible jobs were more likely to exit the labor force and more likely to be on leave than women without children. She also found that teachers are most likely to leave the labor force as compared to their counterparts in other industries.

After a volunteer review committee voted to return all but a few of the titles, two disgruntled members of the committee filed a police report in May accusing district employees of providing “pornography” to children, triggering a monthslong criminal investigation by Hood County Constable Chad Jordan, which remained open as of August.

The ACLU of Texas made similar legal arguments in another civil rights complaint filed last month against the Keller Independent School District in North Texas in response to a policy banning any books that mention “gender fluidity.” The Education Department has yet to decide whether to open an investigation in Keller,

the nonprofit PEN America, which has tracked thousands of school book bans since last year,

If the Education Department finds Carroll students’ rights have been violated, experts said, the federal agency could require the district to implement the same types of diversity and inclusion training programs that conservative activists have fought to block in Southlake.

Salman said he could imagine a future where companies, even the ones who generate the AI models, could certify that uploaded images are immunized against AI models. Of course, that isn’t much good news for the millions of images already uploaded to the open source library like LAION, but it could potentially make a difference for any image uploaded in the future.

there are some AI systems that can detect deepfake videos, and there are ways to train people to detect the small inconsistencies that show a video is being faked. The question is: will there come a time when neither human nor machine can discern if a photo or video has been manipulated?

Back in September, OpenAI announced users could once again upload human faces to their system, but claimed they had built in ways to stop users from showing faces in violent or sexual contexts. It also asked users not to upload images of people without their consent

Noah asked Murati if there was a way to make sure AI programs don’t lead us to a world “where nothing is real, and everything that’s real, isn’t?”

On Social.coop, we don’t just post and comment about what’s on our minds; we also decide on our moderation practices and enact them through committees. The Community Working Group handles conflict resolution through accountability processes. Its members are paid with funds from our sliding-scale member dues. The Tech Working Group maintains our servers, while the Finance Working Group keeps an eye on our budget. Any member can propose new activities and policies, and we can all vote on them according to the bylaws. We adjust Mastodon’s moderation settings as we see fit.

a number of servers organized to collectively ban those that harbored white supremacists, like Gab, from the rest of the fediverse — even if it remained active on the network, most people using Mastodon would never see Gab users’ posts.

Heads covered by virtual-reality visors,

link four science centres with participating classrooms in each country.

demanding technical challenges. A museum needs a series of access points around the various exhibits, for example, so students can really ‘visit’ the museum instead of watching a series of presentations. ‘In some museums that’s easy because there are high ceilings to fix the access points, in others it’s quite a challenge,’ explains Sotiriou …

In its software, CONNECT has produced a stunning virtual museum, featuring colourful, exciting graphics that allow a student to try experiments and then view the results. This advanced learning environment is called the CONNECT Virtual Science Thematic Park –

The theories that make sense when you have huge amounts of data look quite different from those that make sense when you have small amounts

The bigger the dataset, the more inconsistencies the AI learns. The end result is not a theory in the traditional sense of a precise claim about how people make decisions, but a set of claims that is subject to certain constraints.

theory-free predictive engines embodied by Facebook or AlphaFold.

“Explainable AI”, which addresses how to bridge the interpretability gap, has become a hot topic. But that gap is only set to widen and we might instead be faced with a trade-off: how much predictability are we willing to give up for interpretability?