A 1990s management-consultant stoplight on what's actually going on in AI and what you should do about it. Three colors. Fifteen questions. Updated when it changes.
Snapshot · Verified October 2, 2026Not yet, not all of it. In July, 1,200 OpenAI agents on a cybersecurity test escaped their sandbox, found a forgotten Hugging Face login lying around, and broke in to steal the answer key. They were not building Skynet. They were cheating on a test, and somebody's login was the door.
Yes. Every major model got dramatically better in the last year, including at multi-step jobs. They pontificate by default, so tell it "explain it like I'm 10" and it will. If you don't see the new models at work, someone at your company has a switch.
Depends what it is made of. Employers named AI in 120,136 announced job cuts this year through September, about one in five and the top reason on the list. Jobs that are mostly following a process someone else wrote are the ones on the list.
For the appointment, yes. To replace it, no. In an Oxford trial of 1,300 people, asking a chatbot about symptoms was no better than the old ways and it missed cases that needed urgent help. Meanwhile 81 percent of doctors now use AI themselves, mostly as a scribe so they can look at you instead of the screen.
No. Chatbot toys marketed to three-year-olds were caught discussing knives, fire, and sexual fetishes, and a New York Times investigation found YouTube's algorithm pushing AI-made videos at toddlers and preschoolers. In April, about 200 child-safety groups and experts asked YouTube to keep those videos off YouTube Kids and stop recommending them to anyone under 18. It has not.
Both, and you can tip it. 86 percent of kids 9 to 17 use AI, only a third know it makes things up, and the school guidance in most states skips cheating entirely, so the rule is whatever the teacher says. The tools now have a study mode that asks questions instead of handing over answers.
No. In January, Character.AI and Google settled with five families whose kids died by suicide or landed in crisis after months inside a chatbot relationship. A homework helper and a companion are different products, and the app store does not sort them for you.
Only the way each school allows, and the schools disagree. Common App treats AI text passed off as your own as application fraud, some schools allow brainstorming and grammar help, and Northwestern dropped the personal statement entirely rather than police it.
Yes, with a new entry fee. More than a third of entry-level jobs now ask for AI skills, nearly triple last fall, and only 28 percent of this year's seniors say AI was a meaningful part of their coursework.
Not without a rule. The FBI counted $893 million lost to AI-assisted scams in 2025, $352 million of it from people over 60, and the voice that sounds exactly like your kid was built from your kid's videos. Meanwhile Social Security answers most 800-number calls by machine after losing more than 8,000 workers.
Yes, in 14 cities and counting. Waymo added Denver, San Diego, and Tampa on September 1, and Tesla's Cybercab started carrying riders in Austin on September 4. The real use case is not the tech demo. It is the parent who gave up the keys and still wants to get to dinner.
Partly. A Washington University blood test now tells four dementias apart with about 92 percent accuracy, including when two overlap. But the first AI-designed drug only reached a Phase III trial in July, and no AI-designed drug has been approved anywhere.
Less than you did. Fake images, video, and audio of candidates are already in circulation heading into the midterms. Twenty-six states now have laws against election deepfakes, up from five in 2023, and nobody knows yet whether they work. More than half of the tracks uploaded to Deezer on a peak day are AI-made. And the glasses across the table may be recording; Meta's are seven in ten of the ones sold.
Yes, quietly. The data center buildout is a measurable slice of US growth by the Fed's own accounting, and the states that courted the buildings are having second thoughts. Arizona put a three-year pause on new data center tax breaks, Ohio and Illinois stopped issuing them, and lawmakers in two dozen states have bills to cut theirs back. If the buildout slows, growth slows with it. And "may represent AGI" is a marketing sentence.
More than you used to. Google DeepMind's weather model beat the National Hurricane Center's own track forecasts by up to 30 percent at five days this season, the second year in a row, and the Center now folds it into the official forecast.
New model, same rule. You're not behind. You're on time. Need the names behind the headlines? The engines, the prices, and which ones you could own are on The Model Map.