Sign up to save your podcasts
Or
Share Taking GenAI From Prototype to Production. A Special NYC Tech Week Live Event. Featuring Leaders from AWS, Flatiron Health, Predibase, and Bauplan
Share to email
Share to Facebook
Share to X
Share to email
Share to Facebook
Share to X
Or
Taking GenAI From Prototype to Production. A Special NYC Tech Week Live Event. Featuring Leaders from AWS, Flatiron Health, Predibase, and Bauplan
“The last nine months, no matter what we want to talk about, our customers want to talk about one thing, which is Gen AI.”
One year ago, ChatGPT woke the entire world up to the possibilities of Generative AI. Since then, the conversation around AI has not ceased, with constant questions being raised about its safety, accuracy, and potential implications for the tech world.
In this episode, Dan hosts a panel at NYC Tech Week 2023, discussing the evolution and potential of Generative AI with Jacopo Tagliabue of Bauplan, Cat Miller of Flatiron Health, Raghvender Arni of AWS Industries, and Justin Zhao of Predibase. Together, they discuss the journey in taking Generative AI from prototype to production, delving into the need for a stable foundation of best practices in data and software development, how to overcome the challenges of evaluation and performance, and the cruciality of red teaming and guardrails to ensure the viability and usability of AI models.
Timestamps:
- 00:00 - Intro
- 02:19 - About the guests
- 12:58 - GOFAI vs GenAI: Should you just be using a classifier?
- 18:54 - AI + health data
- 23:24 - How do you make sure evaluation works?
- 24:57 - The foundations needed to take GenAI to the next level
- 34:22 - Is now the time for experimentation or business models?
- 36:49 - The science fiction of today that will be commonplace tomorrow
- 42:42 - Outro
View all episodes
By Dan Blumberg
4.1
4747 ratings
“The last nine months, no matter what we want to talk about, our customers want to talk about one thing, which is Gen AI.”
One year ago, ChatGPT woke the entire world up to the possibilities of Generative AI. Since then, the conversation around AI has not ceased, with constant questions being raised about its safety, accuracy, and potential implications for the tech world.
In this episode, Dan hosts a panel at NYC Tech Week 2023, discussing the evolution and potential of Generative AI with Jacopo Tagliabue of Bauplan, Cat Miller of Flatiron Health, Raghvender Arni of AWS Industries, and Justin Zhao of Predibase. Together, they discuss the journey in taking Generative AI from prototype to production, delving into the need for a stable foundation of best practices in data and software development, how to overcome the challenges of evaluation and performance, and the cruciality of red teaming and guardrails to ensure the viability and usability of AI models.
Timestamps:
- 00:00 - Intro
- 02:19 - About the guests
- 12:58 - GOFAI vs GenAI: Should you just be using a classifier?
- 18:54 - AI + health data
- 23:24 - How do you make sure evaluation works?
- 24:57 - The foundations needed to take GenAI to the next level
- 34:22 - Is now the time for experimentation or business models?
- 36:49 - The science fiction of today that will be commonplace tomorrow
- 42:42 - Outro
More shows like CRAFTED.
View all
This Week in Startups
1,270 Listeners
The Changelog: Software Development, Open Source
283 Listeners
Freakonomics Radio
32,202 Listeners
The Martin Lewis Podcast
54 Listeners
Fintech One•On•One
55 Listeners
a16z Podcast
1,030 Listeners
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
517 Listeners
Investing in Real Estate with Clayton Morris | Investing for Beginners
1,064 Listeners
Y Combinator Startup Podcast
216 Listeners
The Indicator from Planet Money
9,553 Listeners
MarTech Podcast ™ // Marketing + Technology = Business Growth
162 Listeners
Pattern Breakers
379 Listeners
This Is Purdue
118 Listeners
Postgres FM
20 Listeners
The AI Daily Brief (Formerly The AI Breakdown): Artificial Intelligence News and Analysis
457 Listeners