Question 1

How do venture firms use AI in their own operations?

Accepted Answer

_AI in sourcing, diligence, portfolio construction, and founder support._

> AI — it's who controls the data and who builds products that businesses and people actually use.

— [Stargate: The $500 Billion Message To China — The Future Of AI Regulation](https://www.forbes.com/sites/lutzfinger/2025/01/22/stargate-the-500b-message-to-china---the-future-of-ai-regulation/) · _Forbes_

> Private equity was part of nearly every conversation. Firms are shopping aggressively again, fueled by a familiar thesis: acquire platforms, deploy AI across the portfolio and capture efficiency gains at scale.

— [AI For Private Equity — The Future Of B2B Distribution](https://www.forbes.com/sites/lutzfinger/2025/07/15/ai-for-private-equity---the-future-of-b2b-distribution/) · _Forbes_

Question 2

What is BioAI?

Accepted Answer

_AI applied to biology — new molecules, new medicines._

> AI, Roeding said, is like suddenly having a bazooka in your toolbox. That means though, you still have to aim, and you still have to pull the trigger.

— [DNA Is Becoming Programmable. Curing Cancer With AI.](https://www.forbes.com/sites/lutzfinger/2026/05/25/dna-is-becoming-programmable-curing-cancer-with-ai/) · _Forbes_

> is more for Microsoft than for OpenAI. Regulatory Protection.

— [How OpenAI Can Secure Its Investments - A Playbook That Needs Microsoft](https://www.forbes.com/sites/lutzfinger/2023/08/18/the-potential-moat-of-openaihow-openai-can-secure-its-investments/) · _Forbes_

Question 3

What patterns appear across thousands of AI startup pitches?

Accepted Answer

_Radical lean teams, SMB software, overlooked compliance plays._

> The core problem is that AI, by design, is average. It's spectacular at pattern recognition and synthesis, but it produces the most statistically likely output — not the most surprising, not the most brave, not the most emotionally resonant. ### What Made Steve Jobs Leadership Special Let's look at Apple in the iPod era.

— [AI Cuts Creative Teams: What Companies Must Learn About AI Leadership](https://www.forbes.com/sites/lutzfinger/2026/02/13/ai-cuts-creative-teams-what-companies-must-learn-about-ai-leadership/) · _Forbes_

> awesome. Now, we tried to actually welcome you by using ElevenLabs with an Irish accent and saying, "Hello, Savita our distinguished speaker." Now, when you look at the text-to-speech industry, like you were at a startup, you got acquired by Cisco, and now generative AI comes in. ElevenLabs is funded throughout the roof. And why is that?

— [Unit 5 Full Transcript](https://www.lutzfinger.com/ecornell/) · _eCornell course_

Q&A, Investment

How do venture firms use AI in their own operations?

What is BioAI?

What patterns appear across thousands of AI startup pitches?