Vicarious Raises $15M Led By Dustin Moskovitz’s Good Ventures To Build Software That ‘Learns Like A Human’

Anthony Ha

Anthony Ha is a writer at TechCrunch, where he covers media, advertising, and random startups. Previously, he worked as a staff tech writer at Adweek, a senior editor at the tech blog VentureBeat, and a local government reporter at the Hollister Free Lance, where he won awards from the California Newspaper Publishers Association for breaking news coverage and writing.... → Learn More

Tuesday, August 21st, 2012
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Vicarious, a startup that says it’s “building software that thinks and learns like a human,” has just raised a $15 million Series A.

The round was led by Good Ventures, the investment firm founded by Dustin Moskovitz, who also co-founded Facebook and Asana. (The firm’s profits will be donated to the Good Ventures Foundation.) Founders Fund, Open Field Capital, Steve Brown, and Zarco Investment Group participated too.

Vicarious launched in February 2011 with funding from Founders Fund, Moskovitz, Adam D’Angelo (former Facebook CTO and co-founder of Quora), Felicis Ventures, and Palantir co-founder Joe Lonsdale. Since then, co-founder D. Scott Phoenix tells me that the company has been in research mode. The research has resulted in a system that’s supposed to interpret the content of photos and videos in a way that’s similar to humans, and which is powered by the company’s “key innovation”, the Recursive Cortical Network.

Ultimately, Phoenix says the technology could be used in “almost every industry,” including robotics, medical image analysis, and image and video search,. But that’s a ways off — Phoenix and his co-founder Dileep George say they’re still deep in research and development, and that the funding will be used to expand those R&D efforts. Developing products that commercialize the technology is still several years off, George says.

“Based on our experiments in the last year, we are very optimistic about our rate of progress,” he says. “At the same time, this is a very challenging problem. We are not getting too excited about how productize things. We’re testing everything very carefully.”

You don’t see too many venture-backed software companies spending years on research nowadays, and Phoenix says he was lucky to find investors who share his big vision — to use AI to “help humanity thrive.” The investors at Good Ventures and Founders Fund have a “natural affinity” for that kind of talk (Founders Fund’s Peter Thiel, for example, has been pretty vocal about what he sees as a lack of transformative innovation), but Phoenix says it’s “very different from the language that a lot of other investors speak.”


Company: Vicarious
Website: vicarious.com
Launch Date: 2010
Funding: $15M

Computers are currently unable to understand the sensory experience of a human. Sense data is almost always noisy, blurry, occluded, and an ultimately incomplete 2D snapshot of a 3D world. For the past three decades, these uncertainties have foiled our best efforts to create automated systems for understanding the world as we experience it. However, there is one type of system that handles these problems with ease. The best general purpose reasoning system evolved millions of years ago, and comes...

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Companies: Asana, Facebook

Dustin Moskovitz is a co-founder of Facebook and, more recently, Asana, a startup tackling the problem of workplace collaboration. At Facebook, he was a leader in the technical staff, where he oversaw the major architecture of the site. He was also responsible for the company’s mobile strategy and development. Starting Facebook with founder Mark Zuckerberg from their dorm room, Dustin has been instrumental in the growth and development of the site since its inception. Dustin attended Harvard University as an...

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Financial-organization: Founders Fund
Website: foundersfund.com
Launch Date: July 2005

Founders Fund is a San Francisco based venture capital firm which invests at every stage in companies with revolutionary technologies. The firm’s six partners, Peter Thiel, Sean Parker, Ken Howery, Luke Nosek, Bruce Gibney, and Brian Singerman have been founders of or early investors in numerous well-known companies such as Facebook, PayPal, Napster, and Palantir Technologies. Founders Fund was formed in 2005 and has launched four funds to date with more than $1 billion in aggregate capital under...

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Person: Steve Brown
Companies: YOLLEGE

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