If you want to make bets about the future, you have to understand the why behind a startupās success. Company Breakdowns from Turpentine is a deep dive with influential tech insiders like Tomasz Tunguz, Alex Clayton, CJ Gustafson, and Tanay Jaipuria, hosted by Erik Torenberg. Weāll be breaking down a particular company's strengths, such as its products or services, growing customer base, business model, and potential for market penetration and domination. Special episodes will dissect S-1 filings. Companies covered this season include: Reddit, Rubrik, Databricks and more.Ā
Company Breakdowns is a podcast from Turpentine. Learn more: turpentine.co
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If you want to make bets about the future, you have to understand the why behind a startupās success. Company Breakdowns from Turpentine is a deep dive with influential tech insiders like Tomasz Tunguz, Alex Clayton, CJ Gustafson, and Tanay Jaipuria, hosted by Erik Torenberg. Weāll be breaking down a particular company's strengths, such as its products or services, growing customer base, business model, and potential for market penetration and domination. Special episodes will dissect S-1 filings. Companies covered this season include: Reddit, Rubrik, Databricks and more.Ā
Company Breakdowns is a podcast from Turpentine. Learn more: turpentine.co
Quilter with Benchmark's Eric Vishria, Sergiy Nesterenko, and Nathan Labenz
"Company Breakdowns"
53 minutes 34 seconds
1 year ago
Quilter with Benchmark's Eric Vishria, Sergiy Nesterenko, and Nathan Labenz
Today we're diving into Quilter, which just raised a $10M Series A, to get a deeper understanding of venture capital's investments into AI-assisted hard tech problems. Eric Vishria, General Partner at Benchmark, and Sergiy Nesterenko, Founder and CEO of Quilter, join Nathan Labenz to discuss Quilter's groundbreaking use of reinforcement learning to automate integrated circuit board designs. They delve into the importance of thinking beyond 'co-pilots' to fully automated AI solutions, and explore the balance of research and engineering in the AI space.
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LINKS:
https://www.quilter.ai/
https://benchmark.com/
The Cognitive Revolution podcast: https://www.cognitiverevolution.ai/
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TIMESTAMPS:
(00:30) IntroductionĀ
(01:07) Eric's Investment Thesis
(03:00) The "AI and Done" Approach
(06:50) Diverging from Large Language Models
(09:15) The "Idea Maze" Framework
(11:54) Disruptive Innovation
(12:47) Sponsor: Brave | Babbel
(15:09) Exploring the Data Landscape
(16:18) Data Limitations and Reinforcement Learning
(18:00) Overcoming the Sparse Reward Problem
(19:10) Human Heuristics and Intermediate Rewards
(21:06) Extrapolation vs. Interpolation
(24:37) Trusting the Reward Signal in Circuit Board Design
(25:46) Physics as an Unambiguous Oracle
(27:05) User-Defined Search Depthbility to adjust the search depth and iteration of the system, enabling flexibility based on design complexity and optimization goals.
(29:39) Compute Allocation
(31:47) Different Physics Simulation Techniques
(33:31) The Diffusion Model Approach
(36:00) Advantages of Reinforcement Learning
(38:00) Timeline and Bottlenecks
(39:37) Unsolvable Problems and Gradual Progress
(41:58) The Future of Circuit Board Design
(43:29) Benchmark Portfolio
(45:00) Challenges and Opportunities in Each Category
(51:00) The Gap Between Research and Engineering
(53:00) Call for Startups
(54:06) Wrap
"Company Breakdowns"
If you want to make bets about the future, you have to understand the why behind a startupās success. Company Breakdowns from Turpentine is a deep dive with influential tech insiders like Tomasz Tunguz, Alex Clayton, CJ Gustafson, and Tanay Jaipuria, hosted by Erik Torenberg. Weāll be breaking down a particular company's strengths, such as its products or services, growing customer base, business model, and potential for market penetration and domination. Special episodes will dissect S-1 filings. Companies covered this season include: Reddit, Rubrik, Databricks and more.Ā
Company Breakdowns is a podcast from Turpentine. Learn more: turpentine.co
