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Expand chart
Data: CB Insights; Chart: Harry Stevens/Axios

Big Tech has snapped up more than 50 AI companies since 2010, carving out another front in the nonstop war among the giants for AI talent, data and ideas.

The big picture: The clamor reflects a scarcity of AI expertise, as we've reported in the past. But it also allows Big Tech companies to reinforce their advantage over the upstarts, each time making it harder for a new entrant to strike gold.

What’s happening: Several of the top AI researchers and most lucrative products at leading tech firms came from acquisitions, according to data compiled by CB Insights.

  • In 2010, Apple purchased Siri, the digital assistant that's become a cornerstone in its phones, tablets, computers and speakers.
  • In 2013, Amazon acquired British tech company Evi, which went on to contribute to its market-leading Alexa assistant.
  • In 2014, Google bought up DeepMind, the pioneering research outfit behind the computers that beat humans at Go. And a 2013 acquisition brought Geoffrey Hinton, the father of deep learning, to Google.

Between the lines: The more these large companies buy up AI talent and software, the larger they expand the buffer between them and everyone else.

  • The acquisitions chart above "is certainly consistent with the theory that Big Tech companies are consolidating to expand their reach, talent pool and market share," says Yoshua Bengio, a prominent AI researcher at the University of Montreal.
  • Frantic company recruiting and acquisitions are just getting started, says Deepashri Varadharajan, lead analyst at CB Insights. "And Big Tech companies that are trillion-dollar conglomerates have an advantage here."

These companies haven't swallowed up the whole AI field. There are still plenty of startups with smart people and innovative products.

  • "The acquisitions reflect the strategic importance of AI — nothing more," says Oren Etzioni, CEO of the Allen Institute for AI, a nonprofit.
  • In December, we reported that 10% of the world's AI talent works at 10 huge companies. That still leaves a long tail of talent to work at smaller shops around the world.

The bottom line: The front-runners' gravitational pull intensifies as they accumulate talent, data and computing power at a scale unattainable for academics or startups, such that the best minds in AI find it increasingly difficult to do boundary-stretching work elsewhere.

Go deeper: An AI feud between corporate research labs and academia (Axios)

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Updated 4 mins ago - World

Trudeau's Liberals set to form minority government after Canada election win

Canadian Prime Minister Justin Trudeau. Photo: Jeff Vinnick/Getty Images

Canadian Prime Minister Justin Trudeau's Liberal government was reelected for a third term in Monday's parliamentary elections, but preliminary results show it failed to win a majority.

Why it matters: Trudeau has governed Canada with a minority of legislative support in parliament for the past two years. Last month, he called for an election two years earlier than scheduled in the hope of forming a majority government.

2 hours ago - World

Reports: CIA director's team member reported Havana Syndrome symptoms

Central Intelligence Agency (CIA) director Bill Burns during a House Intelligence Committee hearing in April on Capitol Hill. Photo: Al Drago-Pool/Getty Images

A member of CIA director Bill Burns' team who traveled with him to India this month was treated for "symptoms consistent with Havana syndrome," CNN first reported Monday.

Why it matters: Current and former officials told the New York Times the incident signals a "possible escalation" in the mysterious neurological symptoms affecting as many as 200 Americans who've worked in overseas posts since 2016.

Pelosi's back-to-school math problem

Illustration: Sarah Grillo/Axios

House Speaker Nancy Pelosi (D-Calif.) may need votes from an unlikely source — the Republican Party — if she hopes to pass the bipartisan infrastructure bill by next Monday, as she's promised Democratic centrists.

Why it matters: With at least 20 progressives threatening to vote against the $1.2 trillion bipartisan bill, centrist members are banking on more than 10 Republicans to approve the bill.

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