Every few weeks, the World Cup hands us a new referee controversy, and this one has a familiar villain: the video assistant referee. In The New Yorker, Jay Caspian Kang admits to watching matches "with a tinfoil hat on," sure the officials behind the screen are serving someone's agenda. His real subject isn't soccer. It's whether we'll ever trust the machines making the calls for us, or whether they'll always look like tools of whoever holds power.

That question runs under almost everything in today's list.

Anthropic rolled out Claude for Teachers, the latest entry in a classroom AI race that now includes OpenAI and Google (Chalkbeat, EdSurge). NPR asked seven teenagers how they feel about AI and got the full spectrum back: one calls ChatGPT a friend he has "meaningful, intelligent discussions" with; another says it makes thinking optional and "it's making us dumber." Meanwhile, The Chronicle of Higher Education has AI helping topple a university-system president in Wisconsin and turning campus data centers into protest sites. Maine is racing to adopt. Promise and peril, same morning.

For a grounding counterweight, read EdWeek Market Brief's hour on the ISTE floor with Superintendent Aaron Fleming of Alamance-Burlington, North Carolina. His budget is tight, his state appropriation still unsettled, and he isn't shopping for hype. He wants a vendor who answers his questions and picks up the phone months later. "Sending me things doesn't help me," he says. That's the buyer the entire AI gold rush is trying to reach.

And while we argue about the machines, Chalkbeat's Matt Barnum flags what we're not arguing about: test scores have plunged, and voters don't rank it. A recent Gallup poll found that just 2% name education as the country's most pressing problem. The thing we can measure isn't the thing moving the electorate.

So: another day of AI is ruining us, AI is saving us, and a quieter reminder that while we're debating whether to trust the machines, we're paying surprisingly little attention to the outcomes we already know how to measure.

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