Predictive Models
topic on 6 shows · 10 statements across 9 episodes
No Priors 
the MAD Podcast 
the a16z Podcast 
Big Technology 
All-In 
20VC
10 statements about Predictive Models, every show
Wickramasekara: Large pharma will produce unique proprietary predictive models
“I think while it's early on sort of the agentic how we work side, I think you're going to see very unique models come out of pharma where their computational scientists are building interesting predictive models that, you know, similar to what's happening in t…”
Goldman: KoBold Retrains Exploration AI Models Daily From Field Observations
“When our team gets on the ground every day that they're in the field, they are collecting new training data. And they're not just going to places where we have high confidence in what the rocks are, because we're not going to learn anything. We're going to pla…”
Friedberg: AI models will drive discovery of novel drugs and materials in 2024
“So this year, I'm really excited based on the progress we've seen in 20, 23, Of predictive models, AI driven discovery of novel molecules, materials, and methods of production in biopharma, in chemical engineering, lots of new materials and new drugs that are …”
Cillufo: Predictive models built during boom times fail in economic downturns
“No matter how good your modeling technology is, it's only so good as the inputs. And the inputs are only so good as the environment in which they're created. If you're building a business in boom times, and then you hit challenging times, all of your assumptio…”
LeCun: Joint-embedding self-supervised learning is AI's best shot for world models
“I'm really excited about this area of research because I think it's the germ. I think it's our best shot as to you know, a path towards learning, you know, getting machines to learn abstract representations you know, and more predictive models. Where those pre…”
Rachel Kalmar: Future wearables will not require users to review data
“I think that what a cookie will look like will be apps and services built on top of this data that don't require people to look at the data. Predictive models like, hey, you're at risk for a heart attack because we've seen in all of the populations like you th…”
Douetteau: Winning companies will excel at putting predictive models into production
“So it might be that in the following decade, about, where everything will be about having intelligent connected devices, a company that will win will be companies that will be very good at putting predictive models in production, putting intelligence in produc…”
Medlock: Online profiles offer the best seed for personal predictive text models
“To get a really strong predictive model, you need to know how an individual user uses language, and online profiles give you an ideal way of getting a seed for this.”
Wallach: ML fairness research overwhelmingly focuses on predictive over exploratory models
“So much of the existing work on fairness and transparency in machine learning, not that there's very much of it, focuses on predictive models rather than models for exploratory or explanatory analyses”
Wallach: Bias in exploratory models distorts subsequent predictive models
“As a result, the models used to perform these previous analyses and any kind of bias or unfairness in them will necessarily influence the resultant findings, and hence the representations that we then choose to use in our predictive models.”