People, every show

Cole Ingraham

Lead AI Instructor, NYC Data Science Academy. On 1 show, 1 appearance. The Shows tab opens the full record on each.

engineerscientistexecutiveauthor@ColeDIngraham ↗coleingraham.com ↗

Cole Ingraham served as the founding engineer and Chief Scientist / Chief Composer Architect at Amper Music, co-authoring three patents before its acquisition by Shutterstock. He later served as Director of AI Research at Shutterstock and Director of Data Science at Bluecore before transitioning into AI training and consulting.

What they said2 Shows1

Everything Cole Ingraham said on any show that made the record, most notable first. Each card names its show and opens the statement there.

MAD Insight

Cole Ingraham: Generative AI relying solely on datasets produces homogeneous outputs

“The result of that that you're gonna get is usually things are somewhat homogenous. They will look like your data set. You're not going to get things that are not in the data set because you got everything from the data set.”

Cole Ingraham Apr 6, 2017 ▶ 5:45 AI-Powered Music // Drew Silverstein and Cole Ingraham, Amper Music (FirstMark's Data Driven)

MAD Insight

Cole Ingraham: Build generative AI with deterministic components, not pure randomness

“I find it's much better and easier to focus on writing writing systems which are deterministic in their individual components and putting them together in a way that it's complex and seems non-deterministic, but that way you can actually reason about what it d…”

Cole Ingraham Apr 6, 2017 ▶ 9:57 AI-Powered Music // Drew Silverstein and Cole Ingraham, Amper Music (FirstMark's Data Driven)

One line per show, most statements first. The link opens Cole's full record on that show: the calibration, argument clarity, speaking style and every statement made there.

Show	Role there	Eps	Statements	Record
MADLEDGER	Lead AI Instructor, NYC Data Science Academy	1	2	—	full record on the MAD Podcast →