Online Learning
topic on 3 shows · 5 statements across 3 episodes
the MAD Podcast 
the a16z Podcast 
Big Technology
5 statements about Online Learning, every show
Patel: Online continual learning is not imminent for current AI architectures
“And the reason I don't think that's around the corner is just because there's not, there's no obvious way, at least as far as I can tell, to just slot in this online learning into the models as they exist right now.”
Huyen: Alibaba and ByteDance lead US firms in online ML scale
“When I was looking into online learning and I realized it's like on the examples I felt were by Chinese companies. And it could be I think I've heard some American companies doing that, but they are doing a much smaller scale, like a lot less complex models th…”
Huyen: Legacy systems prevent US companies from matching Chinese online learning
“So a lot of American, American internet companies are like a lot older than the average, like the new, like Chinese internet company. So it means it's like American internet companies have legacy systems that you from like, 20 years ago. And just have to build…”
Chip Huyen highlights customer support as a massive untapped online ML market
“Another use case, I think it's like heavily underexplored and I don't see a lot of companies doing it except for a few, like I think except for very few, few big companies. So it's a customer service support.”