Brad Schneider, CEO of Nomad Data, explains to Sean Weisbrot why major tech platforms like Facebook keep their user tracking data proprietary rather than commercializing it.
“The big guys are keeping it to themselves. That is their competitive advantage.”
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More from Brad Schneider
Opinion
Schneider: Paying Users for Data Is Infeasible Without Detailed Profiles
“I hate to say never, and I hate to make long-term predictions because I've been wrong in many cases, but from where I'm sitting, it just doesn't really seem feasible unless you're providing very rich information about yourself.”
Brad SchneiderSep 16, 2021▶ 16:33Why Vague Data Searches Produce Vague Results — and Who Profits
Opinion
Schneider: We may never deeply understand the inner workings of ML models
“I don't know that we can come to much better of an understanding about what's going on in the middle or what that means, because there's so many little things happening.”
Brad SchneiderSep 16, 2021▶ 34:15Why Vague Data Searches Produce Vague Results — and Who Profits
Insight
Schneider: AI trust will rely on observed history, like human relationships
“You just don't understand it, and you need to build up that shared history together to understand, is this something to be trusted? Is this something to be feared? And just like a I mean, a machine learning model, you're gonna see different things that you did…”
Brad SchneiderSep 16, 2021▶ 36:06Why Vague Data Searches Produce Vague Results — and Who Profits
Insight
Schneider: Centralized traffic coordination is vastly superior to independent human drivers
“You have so many people making independent decisions, which is massively inferior to one thing guiding all traffic, right?”
Brad SchneiderSep 16, 2021▶ 38:57Why Vague Data Searches Produce Vague Results — and Who Profits
Insight
Schneider: Physical architectural limits reliably prevent rogue AI behavior
“Make an AI as smart as you want, does that mean that it can figure out, again, how to defy gravity, how to travel through time? Some of these things are just physical challenges. You can't do something that isn't physically possible. So if you design a system …”
Brad SchneiderSep 16, 2021▶ 40:25Why Vague Data Searches Produce Vague Results — and Who Profits
Insight
Schneider: Column headers and data formats cannot reveal dataset use cases
“A lot of people try to characterize data by what columns it has, what format those columns are in, what's in the actual cell in a given database table. But that doesn't really tell you what the data can do. That, that more tells you what the data is.”
Brad SchneiderSep 16, 2021▶ 7:35Why Vague Data Searches Produce Vague Results — and Who Profits
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