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Sony AI released a dataset that tests the fairness and bias of AI models. It's called the Fair Human-Centric Image Benchmark (FHIBE, pronounced like "Phoebe"). The company describes it as the "first publicly available, globally diverse, consent-based human image dataset for evaluating bias across a wide variety of computer vision tasks." In other words, it tests the degree to which today's AI models treat people fairly. Spoiler: Sony didn't find a single dataset from any company that fully met its benchmarks.

Engadget

Direct File, the free, government-provided alternative to services like TurboTax, won't be available for the 2026 tax season, Bloomberg Tax reports. That's based on a letter sent from the Internal Revenue Service to participating states that says that "no launch date has been set for the future."

Engadget : Style

The outlook for future generations isn't looking so great. The UN released its annual Emissions Gap Report on Tuesday, and the news is mostly bad. The world’s projected climate path falls far short of the Paris Agreement targets.

Engadget : Technology

Reddit won't escape Australia's child social media ban. The Guardian reports that Communications Minister Anika Wells announced Reddit's addition on Wednesday.

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Discord has been trying to strike a balance between affording teen users their privacy and allowing for parental oversight. Over the next week, the platform is rolling out some updates for its Family Center with the aim of helping parents gain more understanding of what their teens are doing on Discord, while giving them the ability to manage certain settings. 

Engadget : Business, Technology

The Motion Picture Association doesn’t share Meta’s view that the content people under the age of 18 might encounter on an Instagram Teen Account is comparable to what you might find in a PG-13 movie.

Engadget : Style

Teenage Engineering just revealed the EP-40 Riddim sampler. This reggae-inspired groovebox is another redesign of the pre-existing EP-133 KO II sampler. It has the same square body and button-based workflow, but there are several changes here.