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Illustration: Aïda Amer/Axios

Get everyone in the room: That's the new mantra for AI researchers, nervous about the potential for their technology to decimate jobs and perpetuate human biases. They're pulling in experts from every academic background, including seemingly incompatible ones, to help steer the course.

Driving the news: But sparks flew last evening in a star-studded on-stage conversation between prominent AI researcher Fei-Fei Li and celebrity author–philosopher Yuval Noah Harari. Li, who is behind an enormous multidisciplinary project at Stanford to inject human values into AI research, often calls for closer collaboration between disciplines. But she and Harari were frequently at odds on stage.

  • From the outset, Harari opened fire: "We're seeing questions that used to be the bread and butter of the philosophy department being moved to the engineering department," he said. But while philosophers have the patience to debate them for thousands of years, engineers — and their investors — won't wait.
  • "I'm very envious of philosophers now," Li lobbed back. "They can propose questions in crisis, but they don't have to answer them."

As the conversation turned to debate, Harari warned that AI is setting off an arms race worse than the Cold War — and it threatens to renew colonialism, he said. Li responded that international collaboration and cross-disciplinary efforts will save humans.

What's going on: We've reported on how top universities and Big Tech are asking experts in ethics and the humanities for help directing big decisions. Whether they're listening remains to be seen.

  • Several companies have published AI ethics guidelines, and Google convened a short-lived board for internal oversight. Critics argue that these self-policing measures are "ethics theater" rather than real guardrails.
  • MIT, like Stanford, recently announced a $1 billion interdisciplinary center to study AI from every angle, with a focus on ethics.

The big picture: These efforts come with language barriers.

  • Talking across academic fields is inherently difficult, says Nicole Coleman, an AI expert at Stanford Libraries.
  • "Our disciplinary training within the academy is intended to circumscribe what you can talk about, who you can talk to, the language you can use," Coleman tells Axios. Every field has its own goals, approaches, and measures of success.

Go deeper

Dan Primack, author of Pro Rata
42 mins ago - Politics & Policy

Democrats' billionaires tax explained

Illustration: Aïda Amer/Axios

There is now legislative language behind the push to tax American billionaires on unrealized capital gains, as Sen. Ron Wyden last night released his 107-page plan.

Why it matters: This would be a sea change in U.S. tax policy, which has only applied to realized gains (otherwise known as income).

1 hour ago - World

Scoop: Blinken protests Israel settlements approval in "tense" phone call

Benny Gantz (L) and Tony Blinken. Photo: Jacquelyn Martin/Pool/AFP via Getty

Secretary of State Tony Blinken protested the decision to approve 3,000 new housing units in Israeli settlements in the occupied West Bank during a tense phone call on Tuesday with Israeli Defense Minister Benny Gantz, three Israeli officials tell me.

Why it matters: This is the first time new construction in the settlements has been approved since President Biden assumed office, and the Biden administration had been privately pressing the Israeli government not to proceed.

The startup that wants to disrupt big internet providers

Illustration: Maura Losch/Axios

A new startup backed by funding from AOL founder Steve Case and Laurene Powell Jobs wants to break up broadband monopolies across the country.

Why it matters: Internet access has been crucial during the pandemic, but it's not ubiquitous, and it can be both slow and unaffordable in swaths of the country.