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Generative AI x Synthetic data | Ali Golshan, cofounder and CEO of Gretel AI
Manage episode 377883835 series 3370867
Content provided by Prateek Joshi. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Prateek Joshi or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.
Ali Golshan is the cofounder and CEO of Gretel AI, a synthetic data platform for ML developers. They have raised $65M in funding so far from investors such as Greylock and Anthos. He was previously the cofounder of StackRox, which was acquired by Red Hat for about $450M. Prior to that, he was the cofounder of Cyphort, which was acquired by Juniper Networks.
In this episode, we cover a range of topics including:
- The need for synthetic data
- Techniques to generate synthetic data
- How can AI enhance the synthetic data generation process
- Computational irreducibility
- Differential privacy
- Measuring the performance of the engine that generates synthetic data
Ali's favorite books:
- The Order of Time (Author: Carlo Rovelli)
- The Coddling of the American Mind (Authors: Greg Lukianoff and Jonathan Haidt)
--------
Where to find Prateek Joshi:
Newsletter: https://prateekjoshi.substack.com
Website: https://prateekj.com
LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19
Twitter: https://twitter.com/prateekvjoshi
152 episodes
Share
Manage episode 377883835 series 3370867
Content provided by Prateek Joshi. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Prateek Joshi or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.
Ali Golshan is the cofounder and CEO of Gretel AI, a synthetic data platform for ML developers. They have raised $65M in funding so far from investors such as Greylock and Anthos. He was previously the cofounder of StackRox, which was acquired by Red Hat for about $450M. Prior to that, he was the cofounder of Cyphort, which was acquired by Juniper Networks.
In this episode, we cover a range of topics including:
- The need for synthetic data
- Techniques to generate synthetic data
- How can AI enhance the synthetic data generation process
- Computational irreducibility
- Differential privacy
- Measuring the performance of the engine that generates synthetic data
Ali's favorite books:
- The Order of Time (Author: Carlo Rovelli)
- The Coddling of the American Mind (Authors: Greg Lukianoff and Jonathan Haidt)
--------
Where to find Prateek Joshi:
Newsletter: https://prateekjoshi.substack.com
Website: https://prateekj.com
LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19
Twitter: https://twitter.com/prateekvjoshi
152 episodes
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