Insight certainty 3/5 debate potential 2/5

Hoffman: Data overhead is the core struggle for non-big-tech AI companies

Auren Hoffman · Where Should Machines Go to Learn? // Auren Hoffman, SafeGraph (FirstMark's Data Driven) · Nov 20, 2017 · at 5:32

Auren Hoffman, CEO of SafeGraph, explains the structural advantage big tech companies possess over early-stage AI startups regarding data infrastructure and privacy resources.

0:00 / 0:10exact quote · 10.1s
▶ Watch the full episode on YouTube → 720p mp4 · rendered on demand · StarZero watermark
“So this is the course, the core struggle for almost every single company, except for maybe Google, Facebook, Amazon, Tencent, that has to deal with all these types of issues.”

quote is from the automated transcript, cleaned for reading: filler sounds and stutters are removed, nothing is rephrased. names can be misheard (the analysis reads context, assessments check outside sources). how →

More from Auren Hoffman

Insight
Hoffman: Advanced AI models cannot overcome exclusive access to core data
“In that world, even the most advanced models, deep learning, and machine learning frameworks can't beat them because they have access to this kind of core underlying data.”
Auren Hoffman Nov 20, 2017 ▶ 8:46 Where Should Machines Go to Learn? // Auren Hoffman, SafeGraph (FirstMark's Data Driven)
Insight
Hoffman: Great data usually beats great algorithms in machine learning
“Great data usually beats great algorithms.”
Auren Hoffman Nov 20, 2017 ▶ 0:46 Where Should Machines Go to Learn? // Auren Hoffman, SafeGraph (FirstMark's Data Driven)
Prediction Not checkable as stated
Hoffman: A data breach will put a data company out of business
“And of course, keeping that data secure is, is a huge issue, and you're going to build a security team, run penetration tests, you know, or of course you're going to be out of business if you have some sort of breach.”
Auren Hoffman Nov 20, 2017 ▶ 4:48 Where Should Machines Go to Learn? // Auren Hoffman, SafeGraph (FirstMark's Data Driven)
Assertion Not checkable as stated
Hoffman: Google has location data on 70% of US mobile phones
“Companies like Google have great access to this data because they have 70% of the phones in the U.S. That they have data on, and probably even a higher percentage of phones worldwide that they get to see all this great location data on.”
Auren Hoffman Nov 20, 2017 ▶ 12:51 Where Should Machines Go to Learn? // Auren Hoffman, SafeGraph (FirstMark's Data Driven)
Insight
Hoffman: Most so-called data companies are actually application companies
“There are very few data companies out there. Most companies that are quote-unquote data companies are actually application companies.”
Auren Hoffman Nov 20, 2017 ▶ 13:36 Where Should Machines Go to Learn? // Auren Hoffman, SafeGraph (FirstMark's Data Driven)
Insight
Hoffman: Future technological innovation will occur where data exists today
“If you really wanna know, like, where is innovation going to happen in the future, I think you can really look at innovation as to where we have data today.”
Auren Hoffman Nov 20, 2017 ▶ 15:18 Where Should Machines Go to Learn? // Auren Hoffman, SafeGraph (FirstMark's Data Driven)
Made with StarZero

Turn any episode into a week of clips.

This entire site, over 400 conversations transcribed, diarized, checked and made playable, runs on the StarZero media pipeline. Drop in your own episode and the podcast clipper finds the moments worth sharing, cuts them, captions them, and reframes them for every feed.