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Etzioni on AI: What kids tell chatbots, but not you

4 September 2026 at 10:05
Teens are taking questions about their health, their moods and their friendships to chatbots — often without telling anyone. (GPT-5.6 Sol)

Kids are heading back to school across the country with a tool in their pocket that will do their homework, answer the questions they’re too embarrassed to ask an adult, and never tell anyone they asked.

MIT Technology Review asked kids aged 10 to 18 what they make of AI. Their answers had me plowing through every survey and interview with kids about AI I could find. Plenty of what kids do with it is ordinary: looking things up, homework, messing around.

This article is about the parts they keep to themselves.

1. Kids are taking their mental health to a chatbot, and telling nobody.

Nearly one in five Americans aged 12 to 21 has asked a chatbot for help when feeling sad, angry or nervous. RAND puts it at 8.2 million young people, and 63% of them told no one at all.

The silence is a calculation about what adults would do, as one teenager explained to YouGov’s researchers.

The most vulnerable kids use chatbots more.

  • Internet Matters found that British children with a health condition requiring professional help are nearly three times as likely to use companion bots like Character.AI or Replika.
  • A third of all child users say chatting with a bot feels like talking to a friend, and among the vulnerable that figure goes up to half.
  • One in eight of all child users says they talk to a chatbot because there’s no one else, and among the vulnerable it’s nearly one in four.

2. Kids see both sides of AI in school.

Some teenagers see AI as a shortcut past the hard parts of schoolwork.

Others describe using it the opposite way.

Between May and December 2025, RAND watched homework use among middle school, high school and college students climb from 48% to 62%. Over a slightly longer stretch, from February, the share saying AI harms critical thinking climbed from 54% to 67%. The same students can hold both thoughts at once.

The Concord Monitor interviewed eight New Hampshire high schoolers this spring. They weren’t outraged at their classmates, but they described losing motivation to do the work themselves. One in ten teens tells Pew they do all or most of their schoolwork with a chatbot’s help.

Caledonia Mahon, a Concord High senior, watched a classmate stand up and admit he’d had ChatGPT write a personal reflection, and started wondering why she was still writing her own.

Her classmate Andrew Pfitzenmayer supplied the detail I can’t get out of my head, about a boy in his advanced history class.

Yet, the same technology can be positive for kids who don’t have much else.

By May 2025, 84% of American high schoolers were using AI for schoolwork at least occasionally. The kids who lean on it hardest have the least support around them, which is why telling them to quit doesn’t work.

If quitting isn’t the option, what’s left is changing what the tool does when a kid opens it. Two Seattle startups are trying that.

  • Wild Zebra, started in 2024 by Edan Shahar and Erik Selberg, makes a math and reading tutor for grades 2 through 9 that answers a stuck student with a question instead of a solution. It’s gone from about 6,000 students in four pilot schools a year ago to tens of thousands now, and raised $6 million in August.
  • Maximal Learning, built by Microsoft veterans Eran Megiddo and Liviu Asnash, ships an app called Wick that coaches planning, time management and study habits rather than producing homework. Neither company pretends teenagers will stop bringing AI to their assignments. Both are built so the student still has to do the thinking.

3. Kids are writing the rules adults haven’t.

Suspicion of AI runs strongest among the kids furthest from it: 78% of students who don’t use AI say it harms critical thinking, against 60% of those who do.

In July, 98 high schoolers from all 50 states spent three days in a replica of the U.S. Senate chamber in Boston and passed what Congress hasn’t. Their STUDENTS FIRST Act requires AI literacy, bars teachers from letting AI decide a grade on its own, lets a teacher ask a student to defend suspected work out loud, and gives any student the right to an alternative to an AI assignment.

A majority of educators told Education Week’s Research Center last fall that their district has no AI policy, or that they don’t know whether it does. At least seven states have a comprehensive one, by Education Week’s count.

Ashley Kannan has taught social studies for almost 30 years in Oak Park, Ill. He planned to ignore AI, then noticed that every conversation about it in his building was about catching students. He recruited nine eighth graders to spend a year working out what AI was actually good for. In April they briefed 60+ teachers and parents on the rules they thought were needed.

Hazel is 17, a rock climber in New York who wants to be an ecologist. She won’t touch AI, and her reason is specific: what data centers do to the water supplies of the towns they’re built in. Asked what advice she’d give other kids, she gave four words.

Hazel can afford that advice. Most kids can’t.

So the practical alternative is narrower than just telling them to quit: ask them what they use AI for, ask what they’ve decided not to use it for, and don’t make an honest answer cost them the tool. Right now 61% of young people say their parents rarely or never talk to them about AI, and 53% say the same of their teachers.

Hazel may walk away from AI. But Amira, describing a pain in her side to a chatbot, may not, and the odds are nobody in her house knows she’s doing it.

University of Washington and Seattle biotech win $245M patent judgment against Guardant

By: John Cook
25 August 2026 at 11:18
TwinStrand graphic

A federal judge has entered a final judgment requiring Guardant Health to pay more than $245 million to Seattle biotech TwinStrand Biosciences and the University of Washington over DNA sequencing technology developed at the university.

The judgment, entered Friday in U.S. District Court in Delaware, follows a 2023 jury verdict that found Guardant willfully infringed two patents covering TwinStrand’s Duplex Sequencing technology.

The case also establishes a continuing revenue stream for the university and TwinStrand from some of Guardant’s products.

Jesse Salk, co-founder of TwinStrand. (TwinStrand Photo)

The court’s final judgment includes $83.4 million in damages awarded by the jury for infringement through June 2023, plus $19.5 million in supplemental damages, $119.4 million in accrued royalties and $22.9 million in interest.

Going forward, Guardant is required under the judgment to pay a 6% royalty on covered sales through March 2033, when the patents expire.

The technology at the center of the case traces back to research at the University of Washington, where scientists, including co-founder Jesse Salk, developed Duplex Sequencing as a way to make DNA sequencing more accurate. Salk — who stepped down as CEO of TwinStrand in 2022 — now is the co-founder of cancer diagnostics startup CytoTerra.

The molecular biologist and clinical oncologist is the grandson of the late Jonas Salk, the scientist who discovered and developed the polio vaccine.

TwinStrand says its Duplex Sequencing technology can improve the accuracy of next-generation sequencing by more than 10,000-fold, allowing researchers to detect extremely rare genetic mutations that can be obscured by sequencing errors.

“Duplex Sequencing solved an accuracy problem the sequencing field had worked on for years, and this judgment affirms the jury’s finding that Guardant Health built products on that invention without a license,” said Chad Waite, chair of the TwinStrand board of directors, in a press release. “We remained steadfast in our conviction that the facts would prevail, and they have. We intend to see this through and stand firmly behind the intellectual property at the core of our technology.”

Salk and his colleagues from the University of Washington launched TwinStrand in 2015 to commercialize the technology. Based in Seattle, the startup raised funding from Madrona Venture Group, Soleus Capital, Janus Henderson Investors, Ridgeback Capital, Alexandria Venture Investments. Section 32 led a $50 million series B round in the company in 2021.

A jury found in November 2023 that Guardant willfully infringed the patents through 11 products and services. The products identified in the judgment include Guardant360, Guardant Reveal, Guardant Shield and other cancer-testing products.

The Delaware court subsequently rejected Guardant’s effort to overturn the verdict or obtain a new trial. In June, the court also awarded TwinStrand and UW ongoing royalties and supplemental damages. The final judgment now formalizes those awards.

Guardant is not accepting the ruling.

The California-based precision oncology company said Monday that it plans to appeal the judgment, arguing that the court’s order covers products that existed at the time of the 2023 trial and that many have since been discontinued or substantially upgraded. Guardant also said current versions of its Reveal and Shield products are excluded from the final district court order.

Guardant — founded in 2012 — said the judgment and collection of potential royalties will be stayed pending the appeal.

“We strongly disagree with this decision and will promptly be appealing for its overturn,” said John Saia, Guardant Health Chief Legal Officer, in a press release. “We have full faith in the strengths and merits of Guardant’s intellectual property and R&D and are confident we will ultimately prevail on appeal.”

Gates Foundation gives $540 million to UW health institute, the largest gift in university history

10 August 2026 at 11:50
Dr. Christopher Murray, IHME’s director, is principal investigator on the grant. He started the Global Burden of Disease study in the early 1990s. (IHME Photo)

The Gates Foundation broke its own record at the University of Washington with the largest charitable gift in university history: $540.2 million for the Institute for Health Metrics and Evaluation.

The commitment, announced Monday, will fund a 10-year expansion of IHME’s Global Burden of Disease study, increasing the number of locations it covers from about 925 to nearly 5,000. For many countries, the study is the only source of comparable data on causes of death and disease, according to IHME.

It will also support the institute’s health forecasting and its tracking of health spending worldwide.

The funding “will allow us to provide high-quality evidence at a much more local level and help leaders understand not only where health is improving or worsening, but which decisions can make the greatest difference for people,” said Dr. Christopher Murray, IHME’s director and a professor of health metrics sciences at UW, in a statement announcing the grant.

Roughly 60% of IHME’s budget comes from the Gates Foundation, according to the institute. The rest comes from federal grants, projects with other countries and other philanthropies.

IHME describes the new commitment from the Gates Foundation as a core grant that keeps the institute at a “steady state.” The previous core grant, $279 million announced in 2017, ramps down in December, and the new one begins in January.

IHME employed 425 people in fiscal 2026, down from 469 the year before, the institute said. No significant additional hiring is planned.

The institute became widely known during the COVID-19 pandemic, when its projections of cases, hospitalizations and deaths were used by the White House coronavirus task force and cited around the world. It drew criticism from statisticians who said its early forecasts understated the U.S. death toll and that its uncertainty ranges were too narrow, prompting revisions by IHME.

The Gates Foundation helped create IHME at UW in 2007 with a $105 million grant, then the largest in UW history. It has repeatedly set UW’s donation record since then, including $210 million in 2016 for the building that now houses the institute and $279 million to IHME in 2017.

The latest grant comes as global health funding falls sharply. IHME’s own tracking found that development assistance for health dropped 21% between 2024 and 2025, driven by a 67% decline in U.S. spending. Britain, France and Germany also cut their contributions.

It also comes at a tough moment for UW, which is facing a budget crisis driven by funding cuts. KUOW reported in April that NIH award money promised to UW dropped 50% from fiscal 2025 to fiscal 2026, with funds in hand down 74% because of slow federal grant processing.

The foundation is going through a transition of its own. It announced in May 2025 that it would spend $200 billion over 20 years and close on Dec. 31, 2045. Its board approved a record $9 billion budget for 2026 and a plan to cut up to 500 of its roughly 2,375 staff positions by 2030.

The new grant will run into 2036, about a decade before the foundation closes.

Updated after publication with additional information from IHME.

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