Oct 23, 2019

Analytics company Databricks raises $400 million in Series F

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The dangers of "AI washing"

Illustration: Sarah Grillo/Axios

Zealous marketing departments, capital-hungry startup founders and overeager reporters are casting the futuristic sheen of artificial intelligence over many products that are actually driven by simple statistics — or hidden people.

Why it matters: This "AI washing" threatens to overinflate expectations for the technology, undermining public trust and potentially setting up the booming field for a backlash.

Go deeperArrowNov 16, 2019

The hidden costs of AI

Illustration: Eniola Odetunde/Axios

In the most exclusive AI conferences and journals, AI systems are judged largely on their accuracy: How well do they stack up against human-level translation or vision or speech?

Yes, but: In the messy real world, even the most accurate programs can stumble and break. Considerations that matter little in the lab, like reliability or computing and environmental costs, are huge hurdles for businesses.

Go deeperArrowOct 26, 2019

AI is coming for white-collar workers

Data: The Brookings Institution; Chart: Axios Visuals

While robots upend blue-collar factory work and trucking in the middle of the country, AI and machine learning are poised to deeply alter white-collar jobs in superstar coastal cities.

Why it matters: No one is immune to the shockwave of automation in the workplace.