20VC: AI Scaling Myths: More Compute is not the Answer | The Core Bottlenecks in AI Today: Data, Algorithms and Compute | The Future of Models: Open vs Closed, Small vs Large with Arvind Narayanan, Professor of Computer Science @ Princeton
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
Release Date: 08/28/2024
20VC: Index's Shardul Shah on Why Market Size is a Trap | Biggest Lessons on Pricing from Leading Rounds in Wiz & Datadog | Why Benchmarks & Averages in VC are BS | How Index Makes Decisions and Why Growth & Early are the Same Investing Style
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
Shardul Shah is a Partner at Index Ventures and one of the greatest cyber security investors of the last two decades. Among his many wins, Shardul has led rounds in Datadog, Wiz, Duo Security, Coalition and more. Shardul is also the only Partner investing at Index to have worked in every single Index office from London, to SF, to NYC to Geneva. Prior to Index, Shardul worked with Summit Partners, focusing on healthcare and internet technologies. In Today's Episode with Shardul Shah We Discuss: 1. Investing Lessons from Wiz and Datadog: Why does Shardul believe that TAM (total...
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20Product: What Facebook, Monzo and Deliveroo Do and Do Not Do To Build Great Products | How to Structure Product Teams For Success | Is Simple Always Better in Product and The Art vs Science of Product Design with Mike Hudack
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
Mike Hudack is the Co-Founder and CEO of Sling, a peer-to-peer payments app whose vision is to simplify the way the world connects financially. Previously, he held roles at Monzo Bank as Chief Product Officer, Deliveroo as Chief Product and Technology Officer, and Facebook where he led ads product and sharing product. In Today's Episode with Mike Hudack We Discuss: 1. Product: Art vs Science: What is the true art of product? What makes the great product leaders and PMs? Is simple always better in product? How do you retain product simplicity with time? When should data be used over...
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20VC: Scaling ServiceNow to $5BN in ARR | Leadership Lessons from Doug Leone, Frank Slootman and Bill McDermott | VC Value Add: Is it Real and Why the Worst VCs are "Seagull VCs"
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
David Schneider is a General Partner @ Coatue and one of the great operators of the last 20 years. Prior to Coatue, David was instrumental in ServiceNow’s growth to over $100B+ public market value. David led the growth of the company from $100M to $5BN in revenue. Before joining ServiceNow, David held senior positions at Data Domain, the company he joined at $0 in revenue and scaled to $1BN in revenue and an IPO and acquisition. In Today's Episode with David Schneider We Discuss: ServiceNow: Secrets to Scaling to $5BN in ARR: What are David's biggest lessons from scaling...
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20VC: Tinder Founder Sean Rad on Lessons Scaling Tinder to the Fastest Growing Consumer Social App in History | Leadership Lessons Scaling Tinder | The Future of Love, Dating and Social Media | The Secret to Your Relationship with Money and Marriage
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
Sean Rad is the Founder and former CEO of Tinder. Sean has made more romantic connections between humans than anyone in history with Tinder having matched 50BN different people. Sean is also the Founder of Rad Fund which has made over 100 investments in companies and funds. In Today's Episode with Sean Rad We Discuss: 1. Lessons Scaling Tinder to the Fastest Consumer Social App: Starting: How did the idea for Tinder come to Sean in a restaurant in LA? Scaling: What are Sean's biggest lessons for consumer apps scaling to their first 10,000 users? User Acquisition: How did a party...
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20VC: Why VC is a Ponzi Scheme Today | Why Most VCs are Bankers | Why Big VCs Ruin Startups | Why Incentives in VC are Broken | Why American Dynamism is a Tool for VCs to Raise Money with Nick Chirls, Asylum Ventures
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
Nick Chirls is the Founder of , a new venture firm dedicated to the creative act of building companies; treating founders like artists, not assets. Asylum raised $55 million to invest $1-2 million in early-stage founders practising the art of making startups. Prior to Asylum, Nick co-founded Notation Capital, one of NYC's most successful pre-seed firms. In Today's Episode with Nick Chirls We Discuss: 1. Why Venture Capital is Broken Today: Why is VC a ponzi scheme today? Why are most VCs sheep and have lost all creativity? Why are most investors today incentivised to get dollars out...
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20VC: OpenAI's Newest Board Member, Zico Colter on The Biggest Bottlenecks to the Performance of Foundation Models | The Biggest Questions and Concerns in AI Safety | How to Regulate an AI-Centric World
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
Zico Colter is a Professor and the Director of the Machine Learning Department at Carnegie Mellon University. His research spans several topics in AI and machine learning, including work in AI safety and robustness, LLM security, the impact of data on models, implicit models, and more. He also serves on the Board of OpenAI, as a Chief Expert for Bosch, and as Chief Technical Advisor to Gray Swan, a startup in the AI safety space. In Today's Episode with Zico Colter We Discuss: 1. Model Performance: What are the Bottlenecks: Data: To what extent have we leveraged all...
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20Growth: Uber's Expansion Playbook for Scaling from 10 Cities to $10BN in Revenue | How Uber Acquired 1M Drivers | How Uber Solved the Chicken and The Egg Problem in New Markets and What Uber Would Be Like with Travis Still There with Scott Gorlick
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
Scott Gorlick was employee #99 at Uber. Over 6 years, Scott built Uber in Atlanta and helped the company scale from 10 cities to $10B in revenue. Scott is also a prolific angel investor having written early checks into Lime and Standard Cognition to name a few. In Today's Episode with Scott Gorlick We Discuss: 1. The Driver Acquisition Playbook: Scaling to 1M Drivers How did Uber acquire 1M drivers? What was the playbook? What worked? What did not work? How much of a role did driver-to-driver referral payments have in driver acquisition? What did Lyft do on the driver acquisition...
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20VC: AI Scaling Myths: More Compute is not the Answer | The Core Bottlenecks in AI Today: Data, Algorithms and Compute | The Future of Models: Open vs Closed, Small vs Large with Arvind Narayanan, Professor of Computer Science @ Princeton
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
Arvind Narayanan is a professor of Computer Science at Princeton and the director of the Center for Information Technology Policy. He is a co-author of the book AI Snake Oil and a big proponent of the AI scaling myths around the importance of just adding more compute. He is also the lead author of a textbook on the computer science of cryptocurrencies which has been used in over 150 courses around the world, and an accompanying Coursera course that has had over 700,000 learners. In Today's Episode with Arvind Narayanan We Discuss: 1. Compute, Data, Algorithms: What is the Bottleneck: ...
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20VC: Why the IPO Market is not Closed | Why Revenue Multiples are BS and Founders Need to Change | Advice From Jack Ma, Jamie Dimon and Evan Spiegel | Lessons from Taking Snap & Alibaba Public with Imran Khan
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
Imran Khan is the OG of IPOs having taken some of the biggest companies public including Alibaba, Snap, Box, Weibo and more. Today, Imran is the founder and Chief Investment Officer of Proem Asset Management. Prior to co-founding , Imran served as Inc.’s Chief Strategy Officer. Under his leadership, Snap’s annual revenue run rate increased to $1.6 billion from zero in less than four years. Previously, Imran was a Managing Director and Head of Global Internet Investment Banking at Credit Suisse where he advised on more than $45 billion-worth of Internet M&A and financing transactions....
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20Sales: How Snowflake Built a Sales Machine | Why You Have to Hire a CRO Pre-Product | Why Most Sales Reps Do Not Perform | Why Hiring Panels are BS in Interviews | Why Remote Sales Reps Do Not Care About Their Development with Chad Peets
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch
Chad Peets is one of the greatest sales leaders and recruiters of the last 25 years. From 2018 to 2023, Chad was a Managing Director at Sutter Hill Ventures. Chad has worked with the world's best CEOs and CROs to build world-class go-to-market organizations. Chad is currently a member of the Board of Directors for Lacework and Luminary Cloud and on the boards of Clumio and Sigma Computing. He previously served as a board member for Astronomer, Transposit, and others. He was an early-stage investor at Snowflake, Sigma, Observe, Lacework, and Clumio. In Today's Discussion with Chad Peet's We...
info_outlineArvind Narayanan is a professor of Computer Science at Princeton and the director of the Center for Information Technology Policy. He is a co-author of the book AI Snake Oil and a big proponent of the AI scaling myths around the importance of just adding more compute. He is also the lead author of a textbook on the computer science of cryptocurrencies which has been used in over 150 courses around the world, and an accompanying Coursera course that has had over 700,000 learners.
In Today's Episode with Arvind Narayanan We Discuss:
1. Compute, Data, Algorithms: What is the Bottleneck:
- Why does Arvind disagree with the commonly held notion that more compute will result in an equal and continuous level of model performance improvement?
- Will we continue to see players move into the compute layer in the need to internalise the margin? What does that mean for Nvidia?
- Why does Arvind not believe that data is the bottleneck? How does Arvind analyse the future of synthetic data? Where is it useful? Where is it not?
2. The Future of Models:
- Does Arvind agree that this is the fastest commoditization of a technology he has seen?
- How does Arvind analyse the future of the model landscape? Will we see a world of few very large models or a world of many unbundled and verticalised models?
- Where does Arvind believe the most value will accrue in the model layer?
- Is it possible for smaller companies or university research institutions to even play in the model space given the intense cash needed to fund model development?
3. Education, Healthcare and Misinformation: When AI Goes Wrong:
- What are the single biggest dangers that AI poses to society today?
- To what extent does Arvind believe misinformation through generative AI is going to be a massive problem in democracies and misinformation?
- How does Arvind analyse AI impacting the future of education? What does he believe everyone gets wrong about AI and education?
- Does Arvind agree that AI will be able to put a doctor in everyone's pocket? Where does he believe this theory is weak and falls down?