Prioritizing Hard Tech "Good Quests" Over AI Hype
TL;DR
- Investing in "hard tech" defense companies like Anduril requires understanding that government procurement is a complex, multi-year process, not a "build it and they will come" scenario, necessitating deep navigation of bureaucracy and relationships.
- Focusing on "good quests" means prioritizing impactful, difficult problems over easy, consensus-driven AI applications, as the latter crowds markets and diverts top talent from truly novel advancements.
- The "feels bad is good" quadrant, encompassing necessary but uncomfortable duties like national defense, is crucial for societal function, distinct from "feels good is bad" hedonistic pursuits.
- Scaling manufacturing for hard tech requires a fundamental shift from startup design-for-novelty to design-for-scale, involving verticalizing supply chains and optimizing production processes for mass output.
- Founders Fund's investment philosophy emphasizes deep debate, contrarianism, and founder-centric bets, avoiding consensus categories and prioritizing individuals capable of manifesting ambitious realities.
- The defense industry's long-standing tradition of "just war theory," rooted in Christian intellectual thought, provides a foundational ethical framework for developing and deploying autonomous systems responsibly.
- Concentrating capital in top portfolio companies, rather than spreading it thinly across many small deals, is a core strategy for Founders Fund to achieve significant fund returns.
Deep Dive
Trae Stephens argues that the current AI landscape, while enabling novel capabilities, also facilitates "uninteresting unhard things." This ease of execution in commoditized areas, driven by rapid capital flows, distracts from truly impactful "good quests" and the efficient allocation of top talent. The consequence is a proliferation of highly competitive, low-differentiation companies that consume resources without advancing meaningful progress, diverting the most capable individuals from tackling foundational challenges.
The core implication of Stephens's "choose good quests" philosophy is a significant opportunity cost for the tech ecosystem. When brilliant minds focus on easily replicable AI applications or monetizing personal brands, essential, complex problems in areas like defense, hard technology, or fundamental research are neglected. This dynamic extends to societal well-being; for instance, the ease of AI companionship or digital resurrection can exacerbate social isolation and potentially depress birth rates by offering low-risk, low-disagreement alternatives to complex human relationships. This societal fragmentation, historically a precursor to instability, is amplified by technology that further isolates individuals.
Stephens emphasizes that true innovation often lies in the "feels bad, is good" quadrant -- tasks essential for societal function but not inherently pleasant, such as national defense or maintaining law and order. Anduril, his defense tech company, operates in this space, facing headwinds not from government regulators, who are often ahead of the curve on defense technology, but from Silicon Valley culture, which has historically viewed defense work with suspicion. This cultural divide necessitates proactive engagement and clear articulation of how technologies advance, rather than destroy, established ethical frameworks like just war theory.
The challenge of scaling hard tech companies like Anduril, unlike software ventures, hinges on mastering manufacturing and supply chain verticalization. While software success is often product-centric, defense tech requires a deep understanding of government procurement processes, an area where Stephens posits product is only 30% of the battle. The ability to produce complex equipment at scale, evidenced by SpaceX's vertical integration and Anduril's planned manufacturing campus, is critical. This contrasts with the "field of dreams" mentality in software, where building a product alone does not guarantee adoption by large, risk-averse government entities that often favor established contractors and competitive bidding processes.
Founders Fund's investment philosophy, as described by Stephens, centers on contrarianism, concentrating capital in high-conviction bets, and prioritizing founder quality over market trends. They actively avoid consensus categories, seeking instead opportunities where a singular founder can manifest a vision, exemplified by their willingness to invest early in technically risky ventures. This approach, coupled with a culture of rigorous internal debate and a focus on "founder bets" rather than category bets, allows them to identify and back companies tackling hard problems, distinguishing them from firms chasing hype or engaging in "kingmaking" rounds that can anchor companies with unsustainable valuations.
The takeaway is that true impact and sustainable innovation, particularly in hard tech and defense, demand a deliberate focus on "good quests" that address fundamental societal needs, even if they are challenging or culturally unpopular. This requires mastering complex operational and manufacturing challenges, navigating intricate government relationships, and maintaining a contrarian investment strategy that prioritizes founder vision and long-term viability over market fads.
Action Items
- Audit AI applications: Identify 3-5 applications with potential for negative societal impact (e.g., social isolation, incel demographics) and assess ethical implications.
- Design "good quest" framework: Define 3-5 criteria for evaluating startup ideas beyond market consensus and profitability, focusing on long-term societal benefit.
- Evaluate manufacturing scalability: For 2-3 key product lines, analyze current production bottlenecks and identify 3-5 manufacturing process improvements needed for tens of thousands of units.
- Develop government engagement strategy: Outline 3-5 key principles for navigating regulatory landscapes and building relationships with government bodies for defense technology adoption.
- Analyze founder story impact: For 3-5 early-stage investments, assess the origin story's connection to contrarianism and its predictive value for long-term success.
Key Quotes
"You know, I think the the distorting characteristics of AI have less to do with the ability to do interesting hard things and it has much more to do with how easy it is to do uninteresting unhard things. You know, there's the constant conversation that comes up about like the first company to a billion dollar valuation with one employee. It is possible to do that, but what that means is that all of these people that are coming out of college or that have aspirations to be founders, you know, they're doing like whiteboard founding."
Trae Stephens argues that AI's impact is not in enabling difficult tasks, but in making trivial ones easy. This leads to "whiteboard founding," where aspiring founders generate numerous ideas, often by leveraging AI APIs, resulting in crowded, highly competitive markets. Stephens contrasts this with "good quests" that involve tackling genuinely hard problems.
"And you also get these like old rush dynamics where like money's flowing and you can start a company quickly and there's like a lot of get rich quick ideas. And so I think for a lot of reasons this blog post is like super relevant right now and I'm just be curious to hear how you think about this concept of like choosing good quests like when we're in the middle of something like AI."
Jack Altman highlights the current environment, characterized by rapid capital flow and a focus on quick wealth generation, as a key reason for the relevance of Stephens' "good quests" concept. Altman is curious about how Stephens views the selection of meaningful pursuits, particularly within the context of AI development.
"The question is like an opportunity cost question in my mind. Like for our most talented people, you know, if you think of like every person in the tech ecosystem as like a Dungeons and Dragons character and they have like a skill set and they have ratings for different characteristics, if we take all of our level 100 players and we put them on AI slot companies, what does that mean for all of the things that aren't being done at the same time?"
Trae Stephens frames the pursuit of easy, AI-driven ventures as an opportunity cost for society's most talented individuals. Stephens uses the analogy of Dungeons and Dragons characters to illustrate how directing top talent towards less challenging, "AI slot companies" means neglecting other critical, complex endeavors that require high-level skills.
"I would argue is kind of where Anduril lives. It's this duty and responsibility like things that you have to do not because you want to glorify those things, but because they're really important for a functioning society. That's like everything from disciplining children to law and order inside of a society or defense of a nation or something like that."
Trae Stephens places Anduril within the "feels bad, is good" quadrant of his framework. Stephens explains that this category encompasses essential societal functions, such as maintaining order and national defense, which are necessary and important, even if they are not inherently pleasant or glamorous.
"I always tell defense tech companies this: it's like this is not the Field of Dreams. If you build it, they do not come. That's not how it works. Like if you build a perpetual motion machine and the point of the perpetual motion machine is like powering forward operating bases, you go to the Department of War and you say, 'I have built you a perpetual motion machine and I will sell it to you for a million dollars.' They would say, 'Okay, we're going to bid this out to market and we're going to have Lockheed Martin, a hundred billion dollar contract to rebuild from white paper, your perpetual motion machine.' That's how it works."
Trae Stephens emphasizes that in the defense technology sector, simply creating a product is insufficient for success. Stephens explains that government procurement processes are complex, involving competitive bidding and established contractors, meaning that innovative solutions must actively navigate these systems to be adopted.
"The real answer to the question is that we're a fund for founders, which means that if we believe that we could run a company better than a founder, like we want a board seat, we want to help you, we want to give all the strategic guidance. Like we would probably just started the companies ourselves. But we're investing in these companies because we believe that the founder is the right person to run that specific business."
Trae Stephens clarifies the ethos of Founders Fund. Stephens states that the fund invests in founders because they believe the founder is the optimal person to lead a company, rather than the fund attempting to manage it directly. This perspective guides their investment philosophy and their approach to supporting portfolio companies.
Resources
External Resources
Books
- "Zero to One" by Peter Thiel - Mentioned as describing principles for Founders Fund's investment strategy, specifically regarding avoiding consensus categories and competition.
People
- Peter Thiel - Mentioned as a co-founder of Founders Fund, author of "Zero to One," and a source of intellectual influence on the fund's strategy and investment philosophy.
- Jack Altman - Mentioned as the host of the podcast "Uncapped with Jack Altman" and co-founder of AltCap.
- Trae Stephens - Mentioned as a Partner at Founders Fund, Co-founder and Executive Chairman of Anduril, and Co-founder of Sol.
- Rob Portman - Mentioned as a former Congressman for whom Trae Stephens began his career.
- Hamid Karzai - Mentioned in relation to the transitional government of Afghanistan.
- Vlad - Mentioned as someone Trae Stephens spoke with regarding prediction markets.
- Saint Augustine - Mentioned as the originator of Just War Theory.
- Martin Luther - Mentioned as having disagreed with Saint Augustine on certain aspects of Christian thought.
- Travis - Mentioned as potentially having whiteboarded his way to founding Uber.
- Elon Musk - Mentioned as an example of someone deeply involved in multiple complex ventures (SpaceX, Tesla) at a high level of detail.
Organizations & Institutions
- Founders Fund - Mentioned as the venture capital firm where Trae Stephens is a Partner and the podcast host is associated.
- Anduril - Mentioned as a defense tech company co-founded by Trae Stephens, focusing on autonomous systems.
- Sol - Mentioned as a next-generation wearable e-reader co-founded by Trae Stephens.
- Palantir Technologies - Mentioned as a company where Trae Stephens was an early employee and where Peter Thiel was a large investor.
- Embassy of Afghanistan in Washington, D.C. - Mentioned as a place where Trae Stephens worked in the Political Affairs Office.
- SpaceX - Mentioned as a company where Peter Thiel was a large investor and as an example of a company scaling manufacturing at scale.
- Tesla - Mentioned as an example of a company scaling manufacturing at scale.
- Lockheed Martin - Mentioned as an example of a traditional defense contractor.
- Google - Mentioned in relation to pulling out of a federal contract for "Project Maven."
- Cognition - Mentioned as a company Founders Fund invested in, despite being in a competitive market.
- H.B.O. - Mentioned in relation to the show "Silicon Valley."
Websites & Online Resources
- foundersfund.com - Mentioned as the website for Founders Fund.
- x.com/traestephens - Mentioned as Trae Stephens's social media handle.
- www.altcap.com - Mentioned as the website for AltCap.
- x.com/jaltma - Mentioned as Jack Altman's social media handle.
- linktr.ee/uncappedpod - Mentioned as a link for the Uncapped podcast.
Other Resources
- Uncapped with Jack Altman - Mentioned as the podcast where the discussion took place.
- Just War Theory - Mentioned as a tradition rooted in Christian intellectual thought that informs Western law of war and defense policy.
- National Defense Authorization Act (NDAA) - Mentioned as a bill that passes with a supermajority, indicating bipartisan support for defense policy.
- CIWS (Close-In Weapon System) - Mentioned as an example of an autonomous turret system used for naval vessel defense.
- Project Maven - Mentioned as a federal contract that Google pulled out of.
- Prediction Markets - Mentioned as a type of market that allows for true price discovery.
- Kamikaze Rounds - Mentioned as a term for large investment rounds at high valuations that can be detrimental to companies.
- "Silicon Valley" (H.B.O. show) - Mentioned as an example of kingmaking tactics in venture capital.