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“quits”, as the Bureau of Labor Statistics calls them, hit a high in September, with over 4.3 million people leaving their jobs, and was followed by a modest reduction of that trend in October and November.

n Tuesday the labor department said there were 10.6m job openings at the end of November and 6.9 million unemployed people – 1.5 jobs per unemployed person. The number of quits hit a new high of 4.5m.

The top reasons cited by experts continue to be lack of adequate childcare and health concerns about Covid

ata poisoning techniques to essentially disturb pixels within an image to create invisible noise, effectively making AI art generators incapable of generating realistic deepfakes based on the photos they’re fed.

Higher resolution images work even better, he said, since they include more pixels that can be minutely disturbed.

Google is creating its own AI image generator called Imagen, though few people have been able to put their system through its paces. The company is also working on a generative AI video system.

From April 2021 to March 2022, a period in which quit rates reached post-pandemic highs, the majority of workers switching jobs (60%) saw an increase in their real earnings over the same month the previous year.

2.5% of workers – about 4 million – switched jobs on average each month from January to March 2022. This share translates into an annual turnover of 30% of workers – nearly 50 million – if it is assumed that no workers change jobs more than once a year. It is higher than in 2021, when 2.3% of workers switched employers each month, on average. About a third (34%) of workers who left a job from January to March 2022 – either voluntarily or involuntarily – were with a new employer the following month.

rom April 2020 to March 2021, some 51% of job switchers saw an increase in real earnings over the same months the previous year. On the other hand, among workers who did not change employers, the share reporting an increase in real earnings decreased from 54% over the 2020-21 period to 47% over the 2021-22 period. Put another way, the median worker who changed employers saw real gains in earnings in both periods, while the median worker who stayed in place saw a loss during the April 2021 to March 2022 period.

We need to learn how to become more like engaged democratic citizens in the life of our networks.

he challenge and the opportunity of spaces like the fediverse is that it is up to us which rules we want to follow and how we make rules for ourselves.

We believe that it is time to embrace the old idea of subsidiarity, which dates back to early Calvinist theology and Catholic social teaching. The European Union’s founding documents use the term, too. It means that in a large and interconnected system, people in a local community should have the power to address their own problems. Some decisions are made at higher levels, but only when necessary. Subsidiarity is about achieving the right balance between local units and the larger systems.

Paula and most of her fellow farm workers have dementia. Boerderij Op Aarde is one of hundreds of Dutch “care farms” operated by people facing an array of illnesses or challenges, either physical or mental. They provide meaningful work in agricultural settings with a simple philosophy: rather than design care around what people are no longer able to do, design it to leverage and emphasize what they can accomplish.

For people with dementia, who are often less physically active and more isolated, farm settings promote movement and social interaction. And care farms can have emotional benefits, too, giving participants a sense of purpose and of making a meaningful contribution.

Studies in Norway and the Netherlands found that people with dementia at care farms tended to move more and participate in higher-intensity activities than those in traditional care, which can help with mobility in daily life and have a positive impact on cognition. Dementia is often linked to social isolation, and care farms were found to boost social involvement, especially among those who wouldn’t opt for traditional assistance options. Spending time outdoors in nature, often part of a day on a care farm, can also improve well-being among people with dementia. Farms are not only good for individuals. Their families also benefit: studies find caregivers experience less guilt when their loved ones are supported by services they consider to be nurturing and fulfilling.