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The a16z Show

Reining in Complexity: Data Science & Future of AI/ML Businesses

The a16z Show

a16z

Culture, Business, Science, Disruption, Technology, Software Eating The World, Entrepreneurship, Innovation

4.21.2K Ratings

🗓️ 21 August 2020

⏱️ 45 minutes

🧾️ Download transcript

Summary

with @pwang @martin_casado AI/ML development is like reining in the natural world, more like physics and even metaphysics, where data and models are fluid. But this not just a philosophical observation; it has real implications for the margins, organizational structures, and building of such businesses. Especially as we’re in a tricky time of transition, where customers don’t even know what they’re asking for, yet are looking for AI/ML help or know it’s the future. So what does this all mean for the software value chain; for open source collaboration and commodification; for a new type of AI/ML company; and for the future of software businesses?

Transcript

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0:00.0

Hi everyone welcome to the A6 and Z podcast I'm Sonhol.

0:03.7

For this week's episode we have one of our hallway style conversations and this one is

0:08.0

literally like eavesdropping in on a debate and discussion that actually started as a Twitter thread debate and discussion all around the question of whether and how data and

0:18.5

AI slash ML machine learning companies are different than software companies and what that means for the future of

0:25.6

software businesses. Our guest even questions our view of software eating the world or rather

0:32.1

ask what happens when software is software eating the world, or rather asks,

0:33.2

what happens when software is everywhere?

0:36.1

What comes next?

0:37.6

Our guest is Peter Wang, the co-founder and CEO

0:39.9

of Anaconda, who also leads their open source

0:42.2

and community innovation group, as well as created the

0:45.0

Pie Data Community and Conferences, and has devoted a lot of time and energy to growing the

0:49.7

data science community there.

0:51.8

And he's in conversation with A6 and Z general partner Martin

0:54.5

Kossado who's written a lot about the evolution of software businesses the new age of

0:59.0

data and especially AIML economics you can find those pieces at A6cency.com

1:05.0

slash ML economics.

1:07.3

The two dive into a number of themes

1:09.0

throughout this conversation,

1:10.3

ranging from open source and crowdsores innovation and the messy ways that

1:14.2

innovation really plays out to what it means when you move from hardware to

1:17.9

software to data and AIML, abstracting something that is not just complicated but actually complex.

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