Serkan Piantino, founder and CEO of Spell, discusses the compute infrastructure powering Spell's machine learning platform during a fireside Q&A with Matt Turck at Data Driven NYC.
“We have our own hardware, which we built custom purpose for doing deep learning. But we also can use resources on any of the public clouds.”
quote is from the automated transcript, cleaned for reading:
filler sounds and stutters are removed, nothing is rephrased. names can be misheard
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More from Serkan Piantino
Opinion
Piantino: The term 'AI' has become overloaded and pop-culture-ish
“I'm not a big fan of the word AI. It's kind of, has become overloaded. It's very pop culture-ish. It means different things in different contexts.”
Serkan PiantinoMay 18, 2018▶ 3:59Make AI Less Mysterious // Serkan Piantino, Spell (FirstMark's Data Driven)
Insight
Piantino: Big tech dominates AI research due to superior compute resources
“Increasingly at a lot of the conferences and looking at the papers that were being developed, it was more and more just big tech companies like ourselves that were showing up in the literature, and it was more and more a field becoming dominated by big players…”
Serkan PiantinoMay 18, 2018▶ 2:05Make AI Less Mysterious // Serkan Piantino, Spell (FirstMark's Data Driven)
Insight
Piantino: Expertise is the primary bottleneck restricting machine learning progress
“And my question is, what is the bottleneck? Which of these ingredients is in shortest supply? And I think it's the expertise.”
Serkan PiantinoMay 18, 2018▶ 5:26Make AI Less Mysterious // Serkan Piantino, Spell (FirstMark's Data Driven)
AssertionNot checkable as stated
Piantino: Startups building deep learning products struggle with infrastructure
“If you have startups in your portfolio, I know we have at least one VC in the audience, so and they're trying to do something in deep learning. They're trying to build a new product with some of this technology. I think you'll find that they do struggle with i…”
Serkan PiantinoMay 18, 2018▶ 10:36Make AI Less Mysterious // Serkan Piantino, Spell (FirstMark's Data Driven)
PredictionNot checkable as stated
Piantino: Great future products will be built using machine learning workflows
“I think a lot of the great products in the future are going to be built this way, and consequently, I think this style of software engineering is becoming mainstream and becoming this sort of differentiated tool set for software engineers and machine learning …”
Serkan PiantinoMay 18, 2018▶ 14:53Make AI Less Mysterious // Serkan Piantino, Spell (FirstMark's Data Driven)
AssertionSupported
Piantino: AI image identification on ImageNet has surpassed human accuracy
“We estimate humans can do this with about five percent error, so we're already better at identifying things and objects than humans.”
Serkan PiantinoMay 18, 2018▶ 17:40Make AI Less Mysterious // Serkan Piantino, Spell (FirstMark's Data Driven)
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