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 Pitch28 Aug 2024

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

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:

  • 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?

Episoder(1394)

20 VC 002: How to become a VC with Kris Jones

20 VC 002: How to become a VC with Kris Jones

In this session of The Twenty Minute VC, I'm so excited to have the opportunity to interview Kris Jones. Kris has enjoyed an amazing career in the technology industry, founding PepperJam, an internet marketing agency in 1999 and later selling it to Ebay in April of 2010. More recently, Kris has made his transition into the Venture Capital Industry through the founding of an early stage technology investment fund, KBJ Capital, which includes portfolio companies Highlighter.com, French Girls App, ReferLocal.com, LSEO.com and many more incredible companies. In this session you'll learn: Why Kris decided to make the transition from the Startup ecosystem to the world of Venture Capital. How did it feel for Kris, selling his company to Ebay? What was the most important lesson Kris learnt in the journey from having the idea for PepperJam to being acquired by Ebay? What is the key characteristic a Founder must have? What can an individual do to get employed in the Venture Capital industry. Kris is also a prolific writer here are some of his articles, you can check out! Forbes: 15 Steps to Set Your Company Up for a Successful M&A Mashable: 9 Ways Social Media Marketing Will Change in 2014 Citibank: How to Impress a Potential Investor

13 Jan 201522min

20 VC 001: Guy Kawasaki of Apple, Motorola and AllTop.com

20 VC 001: Guy Kawasaki of Apple, Motorola and AllTop.com

Welcome to the 1st episode of The Twenty Minute VC, on today's show we have Guy Kawasaki, Guy is the Founding Partner of Garage Technology Ventures, a seed & early stage venture capital fund investing in extraordinary entrepreneurs with unique technologies. Previously, he was Chief Evangelist of Apple Inc and an advisor to the Motorala Business Unit of Google. Guy is also the author of many best selling books including the recent best seller, The Art of Social Media: Power Tips for Power Users. In this episode we delve into: Why Guy made the transition into the VC industry? What is the most important aspect for a startup to have? What drives Guy insane about startup founders today? What books Guy gives to aspiring entrepreneurs? What software & apps Guy cannot live without? We then finish on a quick fire round where we discover Guy's thoughts on the future of Amazon, Tesla and whether we really are in the midst of a tech bubble. All of the products mentioned in todays show can be found at www.thetwentyminutevc.com If you love the show, please do leave a review on the iTunes store and don't forget to subscribe!

13 Jan 201519min

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