20VC: Why Data Size Matters More Than Model Size, Why The Google Employee Was Wrong; OpenAI and Google Have the Advantage & Why Open Source is Not Going to Win with Douwe Kiela, Co-Founder @ Contextual AI
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch30 Jun 2023

20VC: Why Data Size Matters More Than Model Size, Why The Google Employee Was Wrong; OpenAI and Google Have the Advantage & Why Open Source is Not Going to Win with Douwe Kiela, Co-Founder @ Contextual AI

Douwe Kiela is the CEO of Contextual AI, building the contextual language model to power the future of businesses. Last month Contextual closed a $20M funding round including Bain Capital, Sarah Guo, Elad Gil and 20VC. He is also an Adjunct Professor in Symbolic Systems at Stanford University. Previously, he was the Head of Research at Hugging Face, and before that a Research Scientist at Facebook AI Research.

In Today's Episode with Douwe Kiela We Discuss:

1. Founding a Foundational Model Company in 2023:

  • How did Douwe make his way into the world of AI and ML over a decade ago?
  • What are some of his biggest lessons from his time working with Yann LeCun and Meta?
  • How does Douwe's background in philosophy help him in AI today?

2. Foundational Model Providers: Challenges and Alternatives:

  • What are the biggest problems with the existing foundational data models?
  • Will there be one to rule them all? How does the landscape play out?
  • Why does Douwe believe OpenAI's data acquisition strategy has been the best?

3. Data Models: Size and Structure:

  • Why does Douwe believe it is naive to think the open approach will beat the closed approach?
  • What are the biggest downsides to the open approach?
  • Does the size of data model matter today? What matters more?
  • How important is access to proprietary data? Are VCs naive to turn down founders due to a lack of access to proprietary data?

4. Regulation and the World Around Us:

  • How does Douwe expect the regulatory landscape to play out around AI?
  • Why is Europe the worst when it comes to regulation? Will this be different this time?
  • How does Douwe analyse Elon's petition to pause the development of AI for 6 months?
  • Do founders building AI companies have to be in the valley?

Episoder(1426)

20VC: Anthropic vs The Pentagon: Who Wins | OpenAI's $110BN Mega Round | Cursor Hits $2BN in ARR | Block's 40% Headcount Reduction: AI or Overhiring

20VC: Anthropic vs The Pentagon: Who Wins | OpenAI's $110BN Mega Round | Cursor Hits $2BN in ARR | Block's 40% Headcount Reduction: AI or Overhiring

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20VC: Monday.com CEO on Is SaaS Dead: Will Everything Be Vibe Coded | Will Systems of Record Become Valueless Databases in an Agentic World | Will LLMs Own the Value in the Application Layer with Eran Zinman

20VC: Monday.com CEO on Is SaaS Dead: Will Everything Be Vibe Coded | Will Systems of Record Become Valueless Databases in an Agentic World | Will LLMs Own the Value in the Application Layer with Eran Zinman

Monday has been hit harder than almost any other public SaaS company. With $1.3BN in ARR, the company is valued at just $3.8BN; a more than 60% fall since IPO. Today, Eran Zinman, Monday's CEO joins H...

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20VC: Why Cursor is Dead | An AI Tsunami is Coming & You Need to Prepare | Systems of Record Become Valueless Databases with Agents | Is This The End of Tech Private Equity with Jerry Murdock, Co-Founder of Insight Partners

20VC: Why Cursor is Dead | An AI Tsunami is Coming & You Need to Prepare | Systems of Record Become Valueless Databases with Agents | Is This The End of Tech Private Equity with Jerry Murdock, Co-Founder of Insight Partners

Jerry Murdock is the Co-Founder of Insight Partners, one of the most formidable growth investors of the last three decades, with over $90 billion in AUM and a portfolio that has shaped the modern soft...

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20VC: Anthropic Wipes Billions Off Markets | Citrini Research: The Ultimate Breakdown: Agents, "Ghost GDP", Consumer Spend etc. | Figma Earnings Beat & Four Public Stocks to Buy | Jack Altman Joins Benchmark

20VC: Anthropic Wipes Billions Off Markets | Citrini Research: The Ultimate Breakdown: Agents, "Ghost GDP", Consumer Spend etc. | Figma Earnings Beat & Four Public Stocks to Buy | Jack Altman Joins Benchmark

AGENDA: 03:55 Anthropic Security Product Wipes Billions Off Public Markets 11:17 Do Agents Turn SaaS Incumbents into Valueless Databases 22:07 Anthropic Secondary Sale Makes Hundreds Decamillionaires ...

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20VC: Inside Coatue's $70BN Machine: Why Price Matters Least | Why Mega Markets are the Most Important | How to Assess Durability of Revenue and Margins in AI with Lucas Swisher

20VC: Inside Coatue's $70BN Machine: Why Price Matters Least | Why Mega Markets are the Most Important | How to Assess Durability of Revenue and Margins in AI with Lucas Swisher

Lucas Swisher co-leads the growth fund at Coatue where he has partnered with iconic companies like OpenAI, Harvey, Deel, Canva, Openevidence, Anthropic, and others. Prior to Coatue, he was on the inve...

23 Feb 1h 6min

20VC: Codex vs Claude Code vs Cursor: Who Wins, Who Loses | Will All Coding Be Automated - Do We Need PMs | The Real Bottleneck to AGI | The Three Phases of Agents and What You Need to Know with Alex Embiricos, Head of Codex at OpenAI

20VC: Codex vs Claude Code vs Cursor: Who Wins, Who Loses | Will All Coding Be Automated - Do We Need PMs | The Real Bottleneck to AGI | The Three Phases of Agents and What You Need to Know with Alex Embiricos, Head of Codex at OpenAI

Alexander Embiricos is the Head of Codex at OpenAI, leading the development of the company's flagship AI coding systems that power automated software generation, debugging and developer workflows. Und...

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20VC: Anthropic Raises $30BN at $380BN Valuation | Thrive Raises New $10BN Fund | OpenAI Buys OpenClaw | Stripe Raises at $140BN: Is Adyen Wildly Undervalued? | Monday, Figma, Shopify: Which are Buys vs Sells?

20VC: Anthropic Raises $30BN at $380BN Valuation | Thrive Raises New $10BN Fund | OpenAI Buys OpenClaw | Stripe Raises at $140BN: Is Adyen Wildly Undervalued? | Monday, Figma, Shopify: Which are Buys vs Sells?

AGENDA: 04:14 Anthropic's $30B Raise at $380B 06:18 Why SaaS Stocks Keep Getting Crushed 18:15 Wall Street's New Religion: AI Replaces Headcount  22:42 The Bear Case for Shopify: What Could Go Wrong? ...

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20VC: SaaS is Dead: Why Systems of Record Will Die in an Agentic World | What Revenue Multiple Will Software Companies Trade At? | From 7,000 to 3,000: We Need Less People Than Ever with Sebastian Siemiatkowski

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16 Feb 1h 27min

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