The Secret of Airbnb’s Pricing Algorithm

The sharing economy needs machine intelligence to set prices

12 min read
photo of a bed with dollar sign and question marks
Photo: The Voorhees

How much should you charge someone to live in your house? Or how much would you pay to live in someone else’s house? Would you pay more or less for a planned vacation or for a spur-of-the-moment getaway?

Answering these questions isn’t easy. And the struggle to do so, my colleagues and I discovered, was preventing potential rentals from getting listed on our site—Airbnb, the company that matches available rooms, apartments, and houses with people who want to book them.

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Nuclear Energy Brinkmanship in Ukraine

The Zaporizhzhia power plant is a strategically important prize, but war damage could be calamitous

6 min read
Barbed wire in the foreground frames a power plant in the distance across a wide river.

The Ukrainian-held city of Nikopol has been the target of frequent shelling by Russian invaders from the Zaporizhzhia Nuclear Power Plant, seen here from Nikopol, across the Dnipro River. Much of the Zaporizhzhia Region has been occupied by Russia since early in the war.

Dmytro Smolyenko/Ukrinform/Future Publishing/Getty Images

A battle of nerves and steel is raging at Europe’s largest nuclear power plant, which Russia captured in March. Russian forces use the Zaporizhzhia plant as a safe haven for troops and equipment, including artillery that is shelling Ukrainian-held territory directly across the Dnipro River. Ukraine is launching a counteroffensive to retake occupied territory, including Zaporizhzhia. And, all the while, each blames the other as explosions rock the nuclear site.

According to a Reuters report today, Russia’s Defense Department may order the plant to shut down, citing shelling damage to the plant’s “back-up support systems.” Yesterday most plant workers were allegedly told not to come to work tomorrow, according to Ukranian intelligence, which warns the Russians may be planning a dangerous “provocation.”

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Nvidia’s CTO on the Future of High-Performance Computing

The company’s Earth-2 supercomputer is taking on climate change

5 min read
portrait of Nvidia’s CTO, Michael Kagan on a gray background

Nvidia’s CTO Michael Kagan is an IEEE senior member.

Nvidia

In 2019 Michael Kagan was leading the development of accelerated networking technologies as chief technology officer at Mellanox Technologies, which he and eight colleagues had founded two decades earlier. Then in April 2020 Nvidia acquired the company for US $7 billion, and Kagan took over as CTO of that tech goliath—his dream job.

Nvidia is headquartered in Santa Clara, Calif., but Kagan works out of the company’s office in Israel.

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Harnessing the Power of Innovation Intelligence

Through case studies and data visualizations, this webinar will show you how to leverage IP and scientific data analytics to identify emerging business opportunities

1 min read
Clarivate
Clarivate

Business and R&D leaders have to make consequential strategic decisions every day in a global marketplace that continues to get more interconnected and complex. Luckily, the job can be more manageable and efficient by leveraging IP and scientific data analytics. Register for this free webinar now!

Join us for the webinar, Harnessing the power of innovation intelligence, to hear Clarivate experts discuss how analyzing IP data, together with scientific content and industry-specific data, can provide organization-wide situational awareness and reveal valuable business insights.

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