#50 Josh Wolfe: Inventing the Future

Jan 22, 2019
Overview

Josh Wolfe, co-founder of Lux Capital, discusses finding unexplored ideas, distinguishing real entrepreneurs from fakes, and his unique information processing and decision-making frameworks. He also shares insights on parenting and the future of technology.

At a Glance
55 Insights
1h 38m Duration
15 Topics
7 Concepts

Deep Dive Analysis

Introduction to Lux Capital's Investment Philosophy

Distinguishing Real Entrepreneurs from Imposters

Identifying Patterns of Success and Failure in Leaders

The Impact of Parenting on Patience and Leadership

Embracing Randomness and Optionality in Life and Investing

Josh Wolfe's Framework for Information Processing

Deep Dive: Unearthing Unexplored Ideas (Nuclear Waste Example)

Future Technological Trends: Half-Life of Intimacy

Future Technological Trends: Generative Design

The Influence of Office Environment and Internal Culture

Lux Capital's Investment Decision-Making Process

Navigating Market Dynamics and Staying Price Disciplined

Lessons Learned from Working with Bill Gates

Personal Reflections on Parenting and Critical Thinking

Shared Love for Old-School Rap Music

Randomness and Optionality

This concept suggests that many life events, both good and bad, are largely outside of one's control. The approach is to maximize potential opportunities that arise from this randomness as cheaply as possible, staying humble to the significant role of luck.

100-0-100 Framework

This framework describes a specific probability distribution for venture investing: 100% certainty that Lux will invest in cutting-edge areas, 0% certainty of what those specific areas will be, and 100% certainty of where they will find those opportunities (at the edge of their existing portfolio companies).

Fitzgerald, Twain, Schopenhauer Framework

This is a framework for information processing. Fitzgerald refers to holding two opposing ideas simultaneously; Twain refers to questioning what one knows for sure that 'just ain't so' (informational surprise); and Schopenhauer refers to genius hitting targets nobody else can see (asymmetric information).

Directional Arrows of Progress

These are undeniable, universal principles or trends across segments, sectors, and industries that move in a certain way regardless of specific actors or companies. Examples include increasing energy density per unit of raw material or technology becoming more intimate and invisible.

Half-life of Technology Intimacy

This trend describes how human interaction with computers has become progressively more intimate over time. It moves from large, distant machines to personal desktops, then laptops, then pocket-sized phones, then wearables, and eventually to invisible, integrated technologies.

Generative Design

A computational approach to creating objects and structures by telling a computer to find the optimal design for a given material and constraints. The resulting designs often mimic nature's amorphous, organic, yet mathematically precise forms, differing from traditional rectilinear human engineering.

Unum Lux

This internal Lux Capital mantra means 'one Lux' and signifies a culture of collective responsibility and collaboration. It emphasizes that both successes and failures are shared across the entire team and portfolio, encouraging partners to work on each other's companies.

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How does Lux Capital distinguish between real entrepreneurs and those who are 'BSing'?

Lux Capital primarily funds scientific entrepreneurs whose work is typically peer-reviewed, patented, and replicable. They focus on asking the fundamental question: 'Does it work?' to ensure the technology is real and not just a hypothesis.

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How does Lux Capital find 'white space' opportunities in venture capital?

They identify what everyone else is looking at and then seek out what people are not looking at. This often involves finding asymmetrically distributed scientists or entrepreneurs with unique insights before they become widely known.

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What are common patterns of successful entrepreneurs?

A key pattern is great storytelling ability, which allows them to recruit talent, persuade investors, and sell a vision. This skill taps into human aspirations, virtues, and desires, making them highly influential.

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What are early warning signs of a CEO being a 'control freak'?

Clues include a CEO doing all the talking in a presentation, speaking for their team members, or wanting to be involved in every decision. This behavior might indicate a lack of trust in their hires or an attempt to control information.

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How does Josh Wolfe maximize 'randomness and optionality' while managing opportunity cost?

He constantly explores and ingests vast amounts of information from diverse sources, looking for 'informational surprise' in what others deem less important or overlook. This broad intake allows him to connect disparate pieces of information and identify new opportunities.

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How does Josh Wolfe approach teaching his children critical thinking and skepticism?

He encourages them to question everything, often responding to their questions with 'what do you think?' He also uses real-world examples of 'dumb things people do' from news stories to discuss consequences, peer pressure, and learning from others' mistakes.

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How does Lux Capital make investment decisions?

A champion partner presents a thesis, the team populates questions, and the entrepreneur prepares to address them. After the presentation, the team votes (invest, lead, more work, participate, pass), and if there's too much consensus, they actively seek a 'red corner' devil's advocate to identify potential flaws.

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How does Lux Capital manage internal information flow and collaboration?

They foster an 'internally collaborative, externally competitive' culture (unum lux) where partners recap meetings and share tidbits via email and Slack. This ensures institutional knowledge is shared and leveraged across the team to support all portfolio companies.

1. Prioritize Human Psychology

Focus on understanding human nature and psychology, as it accounts for the majority of successes and problems in ventures, requiring an ‘armchair psychologist’ approach to diagnose team effectiveness and leadership issues.

2. Adopt a Stoic Mindset

Cultivate a Stoic mindset by focusing your energy and attention only on the things that truly matter and are within your control, rather than worrying about external factors.

3. Proactively Imagine Failure

Combat optimism bias by proactively imagining every possible way a venture could fail, then allocate time, talent, and money to prevent those anticipated negative outcomes.

4. Employ Irrefutable Logic

When making arguments or negotiating, strive to identify the objective truth and present logic that is so clear and irrefutable that others cannot disagree, leading to more effective outcomes.

5. Use “Hall of Heroes” Models

Cultivate a ‘Hall of Heroes’ – a pantheon of individuals whose decision-making you admire – and invoke their perspective by asking ‘What would X do?’ in challenging situations, also inverting for ‘bad actors.’

6. Challenge Certainties and Predictions

Actively question what everyone ‘knows for sure’ and linear predictions, looking for ‘informational surprise’ where widely accepted trends might suddenly reverse, leading to significant shocks.

7. Seek Overlooked Opportunities

First, understand what everyone else is focusing on, then actively seek out the ‘white space’ – areas or ideas that others are not looking at – to find unique opportunities.

Identify ‘directional arrows of progress’ – undeniable, universal principles or trends that indicate a clear direction of technological or societal advancement, as these trends are likely to continue regardless of individual actors.

9. Acknowledge Luck and Randomness

Be humble about the amount of luck in your pursuits to open yourself to randomness and optionality, then maximize these opportunities as cheaply as possible.

10. Maximize Randomness and Optionality

Actively seek out and leverage chance meetings and unexpected circumstances, as many significant life and business opportunities arise from unpredictable events.

11. Systematically Learn New Domains

To master a new domain, combine voracious reading of scientific papers and journals with extensive networking, talking to 20-30 experts weekly, triangulating information, and iteratively refining your understanding and narrative to build credibility and recruit talent.

12. Ask “What Sucks?” for Innovation

Consistently ask ‘What sucks?’ about existing products, processes, or situations, as identifying pain points and inefficiencies is a powerful way to uncover opportunities for innovation and improvement.

13. Identify Contrarian Visionaries

Look for individuals who possess irreverence and a slight arrogance, holding a strong vision of how the world ought to look and disagreeing with consensus, then support them.

14. Prioritize Functionality Validation

When evaluating a technology or company, always ask the fundamental question: ‘Does it work?’ to ensure the core offering is functional and not based on unsupported claims.

15. Kill Risk to Create Value

View risk and value as interchangeable; actively identify and ‘kill’ risks in a project or venture, as each risk eliminated creates subsequent value and reduces the required return for future investors.

16. Cultivate Collaborative Culture

Build a culture that is internally collaborative, emphasizing information sharing among team members, while maintaining an externally competitive stance against rivals.

17. Be Direct in Feedback

Adopt a blunt and direct communication style for difficult conversations, ensuring feedback is focused on improving the situation or firm, not on personal attacks, and expect the same in return.

18. Solicit Bad News Proactively

Proactively ask for bad news from partners and team members, emphasizing that this is where you can truly help and collaborate, rather than just celebrating successes.

19. Be Wary of Unanimous Consensus

Be cautious when there is 100% consensus on a decision, as high confidence and complete agreement can be a signal that something important has been overlooked.

20. Designate a Devil’s Advocate

For critical decisions, intentionally designate a ‘red corner’ or devil’s advocate to proactively identify all potential reasons why a plan might fail and what could go wrong.

21. Record Decision Judgments

Systematically record individual judgments, perceptions, and observations for each decision to combat selective memory, refine future judgment, and encourage more nuanced rather than absolute viewpoints.

22. Identify Knowable Information

When evaluating dissenting opinions, focus on identifying what information is ‘knowable’ and verifiable through diligence, then actively seek out that information to reduce uncertainty or confirm biases.

23. Maintain Price Discipline

Prioritize long-term financial discipline over chasing every opportunity, being willing to forgo a deal if the price is too high, to protect capital and maintain a consistent investment philosophy.

24. Distill to the Core Issue

Practice distilling complex issues to their most critical 10%, absorbing all information, taking notes, and then identifying the single most important point or insight.

25. Embrace Intellectual Duality

Cultivate the ability to hold two opposing ideas in your head simultaneously without losing the capacity to function, as this is a mark of a first-rate intellect and helps navigate complex, uncertain situations.

26. Seek Unseen Opportunities

Strive to identify ‘unseen targets’ or technological secrets that nobody else has discovered, as this represents genius-level insight and is where the highest value opportunities lie.

27. Diversify Reading for Insights

Read a wide variety of news sources, including mainstream and less ‘sophisticated’ ones like USA Today, and look beyond front-page headlines to find ‘meta insights’ in less prominent sections, which may hold undervalued information.

28. Implement Diverse Information Routine

Start the day by checking emails, then Twitter, followed by skimming scientific papers and blogs for headlines, patterns, and trends, taking screenshots, and assembling collages of interesting phenomena to share with your team.

29. Focus on Undiscussed Topics

Seek out topics or areas that nobody else is talking about or thinking about, as these often represent overlooked opportunities where significant value can be found.

30. Locate Asymmetric Innovators

Identify individuals or groups who are inventing the future and possess unique, asymmetrically distributed knowledge, then build relationships and persuade them to partner with you before everybody else discovers them.

31. Identify Prodigious Scientists

Look for scientists who are highly prolific, publishing many cutting-edge papers, driven by both discovery and the desire for reputation, as these individuals often lead to significant innovation.

32. Cultivate Ambitious Postdoc Relationships

Seek out and develop relationships with aggressive, commercially-minded postdocs in the labs of famous, successful scientists, as these individuals often form a ‘fountain of opportunity and innovation.’

33. Develop Storytelling Skills

Cultivate strong storytelling ability to effectively recruit talent and attract investors, as it creates a powerful emotional connection and persuades people to join or invest in your vision.

34. Observe Delegation and Credit

During presentations, observe if a leader dominates the conversation or if they delegate and laud their team members, as the latter indicates a positive, trusting leadership style.

35. Vet Advisors for Credibility

Carefully vet the advisory board members of a company, as the presence of ‘BS scientists’ or promoters can be a ‘red flag’ signaling poor judgment from the CEO in discerning credible experts.

36. Build Credibility to Recruit

Continuously reduce ignorance and evolve your narrative through learning, as increased credibility makes it easier to recruit serious people and build an advisory board for new ventures.

37. Prioritize Active Venture Support

Actively prioritize how to help your portfolio companies by tracking their key metrics and immediate needs (e.g., specific hires), then leverage your network to provide targeted support.

38. Leverage Collective Intelligence

Systematically collect and share information across your team to create collective intelligence, allowing you to connect dots, identify competitive advantages (e.g., better lending terms), and apply insights across your portfolio.

39. Systematize Meeting Recaps

Ensure all team members consistently recap meetings, conversations, and board meeting tidbits, as this institutionalizes knowledge, creates an internal network effect, and prevents information silos.

40. Fund Milestones Incrementally

When investing, quantify how much capital is needed to achieve specific milestones within a defined timeframe, funding incrementally to de-risk the venture and adjust future investments based on progress.

41. Prepare Presenters with Questions

Before a presentation, provide the presenter with the key questions the team will ask, allowing them to prepare thoroughly and address critical concerns effectively.

42. Allow “One Per Fund” Bets

Implement a ‘one per fund’ rule where partners can push through a highly convicted investment despite team skepticism, to prevent errors of omission and foster long-term camaraderie.

43. Design Spaces for Interaction

To encourage interaction among people, design physical spaces with narrower halls and tighter structures, as constraining space can lead to more engagement than large, open atriums.

44. Foster Open Information Flow

Design office environments with open spaces and glass offices to encourage natural information flow, increase optionality for spontaneous interactions, and allow people to observe who is coming and going.

45. Utilize Peer Review

When evaluating scientific claims, rely on established filtering processes like peer review and publications to determine if a hypothesis is supported by observed, tested evidence and conclusions.

46. Balance Exploration and Exploitation

Continuously balance exploration (ingesting new information and ideas) with exploitation (applying existing knowledge), recognizing this is a constant trade-off that can lead to information anxiety but is crucial for growth.

47. Utilize Late Nights for Development

If your schedule allows, dedicate late-night hours (e.g., 11:30 PM - 1 AM) for personal reading, focused work, and consuming audiobooks at high speed to maximize learning and productivity.

48. Prioritize Attention in Parenting

Recognize that attention is the most valuable currency with children; reward positive behavior with fully engaged, eye-contact attention to provide the best positive feedback and encourage desired actions.

49. Instill Hedging and Preparedness

Teach children the principle ‘it’s better to have it and not need it than need it and not have it’ to encourage thinking about hedging, preparedness, and potential long-term consequences in various situations.

50. Foster Skeptical Thinking

Indoctrinate children with skepticism by encouraging them to question everything and reason through beliefs, rather than simply accepting dogma, by asking ‘What do you think?’ when they inquire about things like Santa Claus.

51. Learn from Others’ Mistakes

Actively review examples of people making poor decisions (e.g., from news stories) with your children, discussing the chain of events and motivations, to teach them to learn from others’ mistakes and avoid similar pitfalls.

52. Teach Balancing Conformity

Guide children to understand the balance between fitting in and standing out, recognizing when it’s appropriate to conform and when it’s crucial to assert their individuality, especially in situations like standing up for others.

53. Instill Persistence and Resilience

Consistently reinforce the value of persistence by asking ‘Does our family give up? Never,’ to instill a mindset of not giving up when facing frustration or challenges.

54. Watch for Control Freak Behavior

Be wary of leaders who are control freaks, as this can signal a lack of trust in their team, poor hiring decisions, or an attempt to hide information by controlling every decision.

55. Consider CEO Parenting Choices

When evaluating older CEOs, consider that those who chose not to have children may lack the humility gained from parenting, which can influence their management style and ability to handle irrational behavior.

Technologies change and businesses change and markets change, but human nature is a constant.

Josh Wolfe

Talent can hit a target that nobody else can hit and genius can hit a target that nobody else can see.

Josh Wolfe

Any sufficiently advanced technology is indistinguishable from magic.

Josh Wolfe

Failure comes from a failure to imagine failure.

Josh Wolfe

I would rather lose half my LPs than half my LPs' money.

Josh Wolfe

Josh Wolfe's Information Processing Routine

Josh Wolfe
  1. Check email for West Coast team updates (most productive in evenings, motivated by peers sleeping).
  2. Check Twitter for engaging conversations and rich content.
  3. Skim headlines of a handful of papers, looking for patterns and trends, taking screenshots and sharing with the team.
  4. Read a slew of information-rich blogs.
  5. At the office, flip through scientific journals (Nature, Science, Chemical & Engineering News, PNAS, NEJM) for interesting trends.

Lux Capital's Investment Decision Process

Josh Wolfe
  1. The champion partner sends out their thesis and investment opportunity to the team.
  2. The team populates a series of questions (generic, specific tech, market, business model, hiring, etc.).
  3. The champion provides these questions to the entrepreneur to prepare for the presentation.
  4. After the presentation, partners immediately detail their thoughts using an internal proprietary system, indicating whether to invest, lead, need more work, participate, or pass, along with recommended investment amounts and valuation parameters.
  5. The team identifies a 'red corner' (devil's advocate) to highlight reasons not to do the deal, especially when there is high consensus.
  6. The firm prioritizes addressing dissenting comments and 'knowable' uncertainties through further diligence.
  7. Peter and Josh make the final decision, but will not invest without team support and are hesitant with 100% consensus.

Josh Wolfe's Deep Dive Research Process (Nuclear Industry Example)

Josh Wolfe
  1. Start with voracious reading of scientific papers and journals to understand the problem.
  2. Have analysts distill information and set up calls with experts (4-6 people daily, 20-30 weekly).
  3. Map out connections and insights from conversations using mind-mapping software (e.g., Poplet), visually weighting the value of each contact.
  4. Incrementally learn from each conversation, taking the best ideas and sharing them in subsequent discussions to build credibility.
  5. Back-propagate information, re-evaluating contacts based on feedback (e.g., if someone is deemed 'full of it').
  6. Evolve the narrative and use increased credibility to recruit passionate people who deeply believe in the vision.
  7. Form an advisory board with famous people in the space to further build credibility and momentum.
  8. Continue to learn and refine understanding until confident enough to put significant capital to work and start a company.

Josh Wolfe's Approach to Teaching Skepticism to Children

Josh Wolfe
  1. Instead of directly answering questions about mythical figures (e.g., Santa Claus), ask 'What do you think?' to encourage critical reasoning.
  2. Encourage children to design 'experiments' to test hypotheses (e.g., a 'Santa trap' with lasers and a birdcage).
  3. Introduce sayings like 'it's better to have it and not need it than need it and not have it' to teach hedging and long-term consequences.
  4. Discuss 'dumb things people do' from news stories (e.g., New York Post articles) to teach about human misjudgment, peer pressure, and the importance of not making those mistakes.
  5. Instill family norms such as 'our family does not make fun of other people' and 'our family stands up for that person' when someone is in need or being teased.
90% of successes and 99% of problems
Percentage of successes/problems attributed to human nature and psychology in Lux Capital's companies Based on Josh Wolfe's observation of their portfolio
five of five
Josh Wolfe's sample size for control-freak CEOs over 50 who never had children A politically incorrect observation
approximately two hours
Daily time Josh Wolfe spends with his children in the morning Walking them to school
one and a half to two hours
Daily time Josh Wolfe spends with his children in the evening Before they go to sleep
5.5 to 6.5 hours
Josh Wolfe's typical sleep duration Accompanied by a lot of coffee
eight and a half years old
Age of Josh Wolfe's oldest child Loves graphic novels
six years old
Age of Josh Wolfe's middle child Very interested in science and engineering
two and a half years old
Age of Josh Wolfe's youngest child Gets frustrated
$160
Amount earned by Josh Wolfe's daughter from lemonade stand sales Contributed half to buy a laptop
a year and a half
Duration Josh Wolfe spent researching the nuclear industry before starting Curion Starting from knowing 'literally nothing'
9 to 11 months
Approximate time between Cruise's funding and its acquisition by GM GM acquired Cruise for nominally a billion dollars