Mental Models That Change How You Think | Bill Gurley
Bill Gurley, partner at Benchmark and board member of the Santa Fe Institute, shares mental models like systems thinking and the importance of understanding industry bedrock and the bleeding edge. He discusses traits of great founders, the future of AI, and disruptions in venture capital and payments.
Deep Dive Analysis
22 Topic Outline
Key Mental Models: Systems Thinking and Complexity
Learning the Craft of Investing and Mentors
Importance of Industry Bedrock and Innovation
Obsessive Learning and the Bleeding Edge
Advanced AI Usage and Model Selection
Global AI Regulation and Open Source Dynamics
Impact of AI on Investing and Vertical Models
Limitations of AI Training Data and Superintelligence Debate
Non-Consensus Views on China and Funding
Venture Capital Risk-Seeking and 'Circular Deals'
Role of Retail Investors and Tokenization
Critique of the IPO Process
Stablecoins as a Disruptor to Payments
Competitive Moats of Visa and Mastercard
AI's Impact on Debt Analysis and Corporate Governance
Second-Order Effects of Passive Investing
The Craft of Storytelling and Writing for Founders
Founder Advantages: Product Instinct and Determination
Lessons from Uber's Hypergrowth and Burn Rates
Benchmark's Equal Partnership Structure and Success
What Drives Founder Choice in VCs
Personal Definition of Success and Future Endeavors
5 Key Concepts
Systems Thinking
An approach to understanding complex, multivariable nonlinear systems where changes in one area can have cascading, unpredictable second and third-order consequences throughout the entire system, making linear models insufficient for prediction.
Increasing Returns / Power Laws
A concept in investing where successful startups, once they gain importance in an ecosystem, can grow at an 'unreasonable growth rate' and become worth significantly more than initially anticipated, leading investors to take on more risk due to this potential.
Regulatory Capture
A situation where a regulatory agency, intended to act in the public interest, instead advances the commercial or political concerns of special interest groups. This is cited as a reason for the US lagging in instant digital money transfers.
Stablecoin
A cryptocurrency designed to maintain a stable value, typically pegged to a fiat currency like the US dollar. This is achieved by holding an equivalent dollar-for-dollar amount in reserves, such as US treasuries, for each stablecoin issued.
The New Journalism
A style of long-form nonfiction journalism that employs literary techniques to tell factual stories in an exciting and impactful way, making them read like fiction despite being grounded in reality.
11 Questions Answered
Thinking in systems means understanding complex, multivariable nonlinear systems and recognizing that changes in one part can lead to unpredictable second and third-order consequences elsewhere, requiring a holistic view to avoid problems.
Studying the history of your field provides a strong foundation, differentiates you from others, infers passion, and gives you a valuable frame of mind for innovation, as exemplified by masters like John Lasseter and Picasso.
A common trait is obsessive and constant learning, particularly about the 'bleeding edge' of their industry, as they need to understand dynamic changes and new technologies to exploit opportunities and disrupt markets.
To use AI more effectively, build complex prompts that instruct it to perform multiple analytical steps, such as identifying, listing pros and cons, and rank-ordering based on various criteria, rather than just asking for simple lists.
China's embrace of open-source models fosters a highly dynamic competitive system where models learn from each other, can train or test one another, and share techniques, potentially leading to faster innovation than more closed systems.
There's a valid argument that we might be running out of data for training, and some experts believe that the next version of AI will move beyond language-based LLMs due to inherent limits in what language can capture.
It refers to cloud service providers investing in AI companies, which then spend that money back on the provider's cloud services. This inflates growth metrics and potentially extends the time before a market correction.
Tokenization could disrupt the IPO process by enabling anonymous supply and demand matching, similar to an auction, which would be more fair than the current system where bankers cherry-pick investors and set prices.
Due to 'regulatory capture' by banks, the US government's efforts (like FedNow) to establish instant bank-to-bank transfers have faced massive pushback, leaving the country reliant on costly credit card systems and slow ACH transfers.
The equal partnership structure facilitates recruiting top talent, strongly encourages the development of new partners, fosters a collaborative dynamic where partners readily share resources, and eliminates political overhead associated with compensation reviews.
Founders are motivated by VC firms with strong reputations that offer an 'unfair advantage' in deal flow, and by VCs who deeply understand and are excited by their work, especially younger VCs closer to the cutting edge of new technologies.
9 Actionable Insights
1. Think in Systems to Avoid Trouble
Be aware that complex, multivariable nonlinear systems can lead to unpredictable second and third-order consequences. Consider the entire system when making changes to avoid unforeseen negative outcomes, rather than focusing on single metrics.
2. Master Your Field’s Bedrock
Deeply study the history and fundamental principles of your industry. This foundation is differentiating, demonstrates passion, and provides a strong frame of mind for future innovation.
3. Obsessively Learn the Bleeding Edge
Continuously learn about new technologies and disruptions at the edge of your field. This constant learning is crucial for identifying opportunities and staying competitive, especially in fast-evolving sectors like AI.
4. Leverage AI for Deeper Analysis
When using AI, build complex prompts that go beyond simple queries. Instruct the AI to perform multiple analytical steps, such as identifying, listing pros and cons, and rank-ordering based on various dimensions, to get more comprehensive work done upfront.
5. Cultivate Storytelling as a Founder
Develop strong storytelling skills, as it is a critical trait for successful founders. Effective storytelling is essential for recruiting employees and executives, raising money, closing customers, and securing partnerships.
6. Prioritize Product Instincts in Founders
Recognize that strong product instincts are a rare and crucial trait for founders, often difficult to develop if not inherent. This instinct is vital for understanding new technologies and market needs.
7. Write Out Problems for Cohesion
Adopt a practice of writing out problems or strategies in detail, similar to Amazon’s six-page letter concept. This forces thorough thinking, helps identify loose ends, and ensures a more cohesive and well-considered plan.
8. Use Writing as a Calling Card
Publish your knowledge and insights on a subject, as it acts as a magnet for founders and can generate deal flow. When entrepreneurs see your expertise, they are more likely to reach out to you.
9. Embrace Risk in Venture Investing
Understand that successful startups, especially those with increasing returns or power laws, often require significant funding and high burn rates. The investor community has become more risk-seeking due to past outcomes.
11 Key Quotes
I think having a firm understanding of the bedrock is super valuable. And then when you recognize the need to innovate on top of it, it's just really good to have that foundation.
Bill Gurley
If you do both of those things, like, you're, I think you're a power player in your field, you know.
Bill Gurley
You often underestimate how much it can do. So you might ask it to identify the top 10 of something, and then you're going to take those 10 and go study them. But you can say, identify the top 10, list their pros and cons, and then rank order them based on this dimension, and then rank order them again based on another dimension.
Bill Gurley
Open source allows me to see what they're doing, how they're doing it.
Bill Gurley
I think that question is up for grabs, and it's a hot discussion between everyone.
Bill Gurley
I think Moody's power comes from the fact that it's a standard and everybody trusts it as a standard.
Bill Gurley
I think it is insanely unfair to the companies the way they're forced to go through this process where the bankers pick the price and pick the shareholders.
Bill Gurley
Most CEOs wouldn't take it. It basically says you don't make money unless the stock goes way up. And if your stock goes way up, you make an obscene amount of money. And I would do that deal over and over and over and over again.
Bill Gurley
Someone asked me, like, the top three traits of founders that are successful, and I put storytelling in there.
Bill Gurley
Is this person going to do this no matter what? Come hell or high water, they're doing this. Like, they're just already convinced that this is so important. They're not going to stop.
Jeff Bezos (as quoted by Bill Gurley)
My company succeeding is no different than their company succeeding.
Bill Gurley