Insight certainty 4/5 debate potential 3/5

Nelson: Grouping all AI products together is as flawed as web apps

Maren Nelson · 20VC: Building An AI Company For The Long Term? How Humans & Machine Learning Can Work Together? What Applications Are The Conversational Interface Best Suited To with Maran Nelson, Founder & CEO @ Clara Labs · Jan 13, 2017 · at 12:31

Maren Nelson is the co-founder and CEO of Clara Labs. She explains why treating all conversational AI products as a single market category obscures fundamental differences in their operational complexity.

0:00 / 0:33exact quote · 33.8s
720p mp4 · rendered on demand · StarZero watermark
“I think the problem is largely with thinking about those things as synonymous to each other. It's kind of like saying that everybody who builds a web app is competing in the same category, right? It's kind of like saying that just a software app like MyFitnessPal is the same as Instacart, because they both have to do with food, and they have apps on your phone, when, of course, Instacart has this massive operational complexity that they're dealing with, and the service being provided is a fundamentally different one.”

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 Maren Nelson

Prediction Not checkable as stated
Nelson: Human contractors will remain in Clara's loop until AGI exists
“I think they will always be involved. You know, it's, we get asked that frequently, and it makes perfect sense. For us, though, until we have some kind of strong AI that completely obfuscates the need for human work, you necessarily have humans in the loop.”
Maren Nelson Jan 13, 2017 ▶ 18:43 20VC: Building An AI Company For The Long Term? How Humans & Machine Learning Can Work Together? What Applications Are The Conversational Interface Best Suited To with Maran Nelson, Founder & CEO @ Clara Labs
Opinion
Nelson: AI-native startups possess superior ML environments over legacy software firms
“I do think that there is an advantage to many of the younger companies that have started from their foundation with AI at the center of everything that it is that they're doing, because they have created much better environments to support machine learning the…”
Maren Nelson Jan 13, 2017 ▶ 15:37 20VC: Building An AI Company For The Long Term? How Humans & Machine Learning Can Work Together? What Applications Are The Conversational Interface Best Suited To with Maran Nelson, Founder & CEO @ Clara Labs
Insight
Nelson: Pushing ML past 80-90% accuracy is the primary product challenge
“It's letting machine learning get past the kind of stuck in 80 to 90% right land that isn't good enough to be shipped as a user facing feature. Getting over that hump is, is a huge challenge.”
Maren Nelson Jan 13, 2017 ▶ 25:42 20VC: Building An AI Company For The Long Term? How Humans & Machine Learning Can Work Together? What Applications Are The Conversational Interface Best Suited To with Maran Nelson, Founder & CEO @ Clara Labs
Insight
Nelson: Tech adoption is far more incremental than people predict
“I think everything tends to be much more incremental than we like to think of it before it happens.”
Maren Nelson Jan 13, 2017 ▶ 6:50 20VC: Building An AI Company For The Long Term? How Humans & Machine Learning Can Work Together? What Applications Are The Conversational Interface Best Suited To with Maran Nelson, Founder & CEO @ Clara Labs
Insight
Nelson: Snapchat succeeds in AR by grounding innovation in familiar behavior
“Snapchat has this Relentless product focus. And now, of course, they're the people introducing the idea of augmented reality to tons and tons of people, and games like Pokemon Go, right, where there is this slow but sure corralling of technology-enabled innova…”
Maren Nelson Jan 13, 2017 ▶ 7:16 20VC: Building An AI Company For The Long Term? How Humans & Machine Learning Can Work Together? What Applications Are The Conversational Interface Best Suited To with Maran Nelson, Founder & CEO @ Clara Labs
Insight
Nelson: Language interfaces require high task complexity to outperform GUIs
“Language interfaces are really important if there is a sufficient amount of complexity such that language is the best interface to resolve that complexity.”
Maren Nelson Jan 13, 2017 ▶ 9:40 20VC: Building An AI Company For The Long Term? How Humans & Machine Learning Can Work Together? What Applications Are The Conversational Interface Best Suited To with Maran Nelson, Founder & CEO @ Clara Labs
Made with StarZero

Turn any episode into a week of clips.

This entire site, over 1,200 episodes 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.