Cole Ingraham

Lead AI Instructor, NYC Data Science Academy · 1 appearance on the record.

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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.

2statements → 0claims → 0claims resolved → 3.5/5average certainty → 2/5average debate potential →

2 insights · every statement was checked. none of them is a claim the record can settle: opinions, insights and disclosures never carry an assessment.

The record, in short

What the tape says about how Cole argues and how the claims held up. Everything they said, and everything said about them, is in the tabs below.

How they sound: not measured why? →

We measure speaking style by listening to the audio itself, and a fair number needs at least 2,000 words from one person on tape we have measured. There is too little of Cole Ingraham on measured tape to publish a rate. This says nothing about how they speak.

Everything Cole Ingraham said on the MAD Podcast that made the record, most notable first. Filter by type, assessment or year in the ledger →

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)
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)

Appearances (1)

EpisodeDateSpeaking time
AI-Powered Music // Drew Silverstein and Cole Ingraham, Amper Music (FirstMark's Data Driv Apr 6, 2017 8m
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