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

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

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 available data? How can we get more value from the data that we have to improve model performance?
  • Compute: Have we reached a stage of diminishing returns where more data does not lead to an increased level of performance?
  • Algorithms: What are the biggest problems with current algorithms? How will they change in the next 12 months to improve model performance?

2. Sam Altman, Sequoia and Frontier Models on Data Centres:

  • Sam Altman: Does Zico agree with Sam Altman's statement that "compute will be the currency of the future?" Where is he right? Where is he wrong?
  • David Cahn @ Sequoia: Does Zico agree with David's statement; "we will never train a frontier model on the same data centre twice?"

3. AI Safety: What People Think They Know But Do Not:

  • What are people not concerned about today which is a massive concern with AI?
  • What are people concerned about which is not a true concern for the future?
  • Does Zico share Arvind Narayanan's concern, "the biggest danger is not that people will believe what they see, it is that they will not believe what they see"?
  • Why does Zico believe the analogy of AI to nuclear weapons is wrong and inaccurate?

Episoder(1418)

20VC: Musk's $TRN Pay Package Broken Down | Ramp Hits $1BN ARR and Brex Hits $700M: Who Wins | OpenAI's $10BN Secondary Sale | Atlassian Buys The Browser Company for $610M | ASML Lead Roun into Mistral at $14BN Valuation

20VC: Musk's $TRN Pay Package Broken Down | Ramp Hits $1BN ARR and Brex Hits $700M: Who Wins | OpenAI's $10BN Secondary Sale | Atlassian Buys The Browser Company for $610M | ASML Lead Roun into Mistral at $14BN Valuation

AGENDA: [00:05] Musk's $1 Trillion Pay Package: The Breakdown? [00:15] Scale, Windsurf: Are Founders Just Mercenaries Chasing Cash Today? [00:21] Ramp at $1B ARR, Brex at $700M — Is AI Causing All Boa...

11 Sep 20251h 27min

20VC: ElevenLabs Hits $200M ARR: The Untold Story of Europe's Fastest Growing AI Startup | The Real Cost of AI from Talent to Data Centres | How US VCs are in a Different League to Europeans | The Future of Foundation Models with Mati Staniszewski

20VC: ElevenLabs Hits $200M ARR: The Untold Story of Europe's Fastest Growing AI Startup | The Real Cost of AI from Talent to Data Centres | How US VCs are in a Different League to Europeans | The Future of Foundation Models with Mati Staniszewski

Mati Staniszewski is the Co-Founder and CEO of ElevenLabs, the world's leading AI voice platform. Since launching in 2022, ElevenLabs has raised over $350M, most recently at a $3.3BN valuation, making...

8 Sep 20251h 14min

20Growth: Meta CMO Alex Schultz on How All Founders Have to Change Their Marketing Playbook in a World of AI | Is AI Plateauing, What it Means if China Wins the AI Race and Why Zuck is a Generational Leader

20Growth: Meta CMO Alex Schultz on How All Founders Have to Change Their Marketing Playbook in a World of AI | Is AI Plateauing, What it Means if China Wins the AI Race and Why Zuck is a Generational Leader

Alex Schultz is the Chief Marketing Officer and VP of Analytics at Meta, where he has spent nearly two decades shaping the company's growth and marketing strategy. He has been instrumental in scaling ...

5 Sep 20251h 10min

20VC: Anthropic Raises $13BN | Why Canva Will Not Direct List | OpenAI Buys Statsig for $1.1BN All Stock | Lovable Raising at $4BN + Vercel at $9BN: Justified or Not | Quarterly Results from SNOW, Mongo, ZOOM and more

20VC: Anthropic Raises $13BN | Why Canva Will Not Direct List | OpenAI Buys Statsig for $1.1BN All Stock | Lovable Raising at $4BN + Vercel at $9BN: Justified or Not | Quarterly Results from SNOW, Mongo, ZOOM and more

Agenda: 04:00 – Anthropic Raises $13BN: The Analysis? 19:00 – Is Zuck's $14BN Scale bet the biggest blunder in AI? 27:00 – Lovable Raising at $4BN and Vercel at $9BN: Justified or Madness? 36:00 – Qua...

4 Sep 20251h 14min

20VC: Cohere Founder on How Cohere Compete with OpenAI and Anthropic $BNs | Why Counties Should Fund Their Own Models & the Need for Model Sovereignty | How Sam Altman Has Done a Disservice to AI with Nick Frosst

20VC: Cohere Founder on How Cohere Compete with OpenAI and Anthropic $BNs | Why Counties Should Fund Their Own Models & the Need for Model Sovereignty | How Sam Altman Has Done a Disservice to AI with Nick Frosst

Nick Frosst is a Canadian AI researcher and entrepreneur, best known as co-founder of Cohere, the enterprise-focused LLM. Cohere has raised over $900 million, most recently a $500 million round, bring...

1 Sep 20251h 7min

20Product: Why Most CPOs are Bad | Why You Do Not Need PMs in a World of AI | Why the Design Stage is Dead and How to Use Vibe Coding to Replace It | The Three Roles All Founders End Up Firing on Repeat with Jason James @ Tezi

20Product: Why Most CPOs are Bad | Why You Do Not Need PMs in a World of AI | Why the Design Stage is Dead and How to Use Vibe Coding to Replace It | The Three Roles All Founders End Up Firing on Repeat with Jason James @ Tezi

Jason James is the Co-Founder of Tezi and one of the leading product minds in the valley. Prior to Tezi, Jason was the VP Product at Instacart and before that was Head of Product and Design at Thumbta...

29 Aug 202553min

20VC: Anthropic's $10BN Round | Klarna's IPO Broken Down | Inside a16z's 72 Deal Seed Investment Machine | Martin Casado: Is Consensus Investing the Only Game | Why Satya is Chatting S*** on SaaS Apps Disappearing featuring Marc Benioff

20VC: Anthropic's $10BN Round | Klarna's IPO Broken Down | Inside a16z's 72 Deal Seed Investment Machine | Martin Casado: Is Consensus Investing the Only Game | Why Satya is Chatting S*** on SaaS Apps Disappearing featuring Marc Benioff

AGENDA: ​​00:00 – Marc Benioff vs Snowflake, Databricks & Palantir: Who Wins the Data Cloud War? 05:10 – Does Benioff Feel The Need to Buy AI Talent Like Zuck Is? 09:00 – What Salesforce has Learned F...

28 Aug 20251h 11min

20VC: Do Margins Matter in AI? | Is Defensibility Gone For Good? | Is Vertical SaaS Dead in a World of AI | What SaaS Rules Are BS and No Longer Apply in a World of AI | The Future of Venture: Why Chanel vs Walmart is BS with Byron Deeter

20VC: Do Margins Matter in AI? | Is Defensibility Gone For Good? | Is Vertical SaaS Dead in a World of AI | What SaaS Rules Are BS and No Longer Apply in a World of AI | The Future of Venture: Why Chanel vs Walmart is BS with Byron Deeter

Byron Deeter is a Partner at Bessemer Venture Partners, and one of the most renowned SaaS investors. Byron has led 19 unicorn investments, including IPO successes like ServiceTitan, Procore, Twilio, B...

25 Aug 20251h 21min

Populært innen Business og økonomi

stopp-verden
lydartikler-fra-aftenposten
dine-penger-pengeradet
e24-podden
rss-penger-polser-og-politikk
rss-borsmorgen-okonominyhetene
finansredaksjonen
pengepodden-2
pengesnakk
tid-er-penger-en-podcast-med-peter-warren
livet-pa-veien-med-jan-erik-larssen
rss-sunn-okonomi
utbytte
stormkast-med-valebrokk-stordalen
morgenkaffen-med-finansavisen
lederpodden
okonomiamatorene
rss-markedspuls-2
rss-fa-makro
flypodden