Chase Koch on Principles, Music, and Overcoming Entropy

Chase Koch — lead guitarist of the band 2ŁØT, a leader within Koch Disruptive Technologies and the foundation Stand Together, and co-author with his father Charles Koch of Becoming a Principle-Driven Leader — talks to Tyler Cowen about why philosophy learned by rote at ten meant nothing until it was tested by failure, how he built a career and a band around the idea of fighting entropy, and what it looks like to run an old industrial conglomerate as if it were a technology company.

Key ideas

1. Principles learned by rote mean nothing until failure makes them real. Chase Koch was raised on Sunday philosophy lessons — Hayek, Friedman, Schumpeter on cassette tape, paused every ten minutes for a quiz — and rejected most of it at the time. The principles only ‘hit at a visceral level’ in his late twenties, running Koch’s fertiliser business in Brazil: a nitrogen terminal expected to open within a year took over five, buried in bureaucracy and corruption. That single failure, not the tapes, is what taught him what his father had been saying all along.
2. Comparative advantage is a lens for self-knowledge, not just economics. Koch treats his father’s favourite of the book’s 41 principles — comparative advantage — as a personal-management tool: knowing what you are uniquely suited to do relative to everyone else on the team, and refusing to fake a strength you do not have. He applied it to himself directly, deciding his own comparative advantage lay in people rather than abstraction, and later ‘fired himself’ as CEO of Koch Fertiliser after a decade in the role once he recognised that operating a 30-country, several-thousand-employee business was not where his gift lay.
3. Entropy is the organising metaphor across his life, not just a song title. His band’s name, 2ŁØT, abbreviates the second law of thermodynamics — the law of entropy. He formed the band with musicians who were each ‘overcoming our own entropy’: a bandmate’s father had just died, another’s father had died of COVID, and Koch himself was going through a divorce. The same logic scales up to business: Koch Industries treats Schumpeterian creative destruction as a constant discipline against organisational entropy, on the view that any company not creatively destroying its own past is ‘going to be a dinosaur really quick’.
4. Koch Industries has re-founded itself as a technology company. Only 4 percent of the group’s capital now sits in refining, the business his grandfather started. Roughly $50 billion has gone into technology over the past decade — including the acquisition of Infor (enterprise software, over 30,000 engineers) and Molex (connectors underpinning the iPhone, medical devices, and data centres) — reframing a 130,000-employee, 60-country industrial conglomerate around data and IoT rather than energy.
5. Talent strategy favours grit over credentials. Koch’s hiring philosophy sorts candidates on a spectrum from ‘contribution motivated’ to ‘deficiency’ or ‘destructively motivated’, deliberately recruiting what he calls the ‘farm team’ — people with work ethic over polish. His example is Jarrod Benson, now Koch’s group CIO, who started by painting parking-lot lines with no college degree and worked up through cybersecurity to the top technology role, illustrating a bottom-up model that asks employees questions rather than issuing top-down instructions.
6. Culture — specifically music — is Stand Together’s newest lever for social change. Koch founded Stand Together Music out of ‘Stand Together Jam Together’, a pandemic-era Zoom series that grew into a partnership network spanning Snoop Dogg (criminal justice reform), Matt Sorum of Guns N’ Roses (addiction recovery, via The Phoenix), and MrBeast (youth engagement). He frames durable partnerships — with artists or with anyone — around three tests: aligned vision, aligned values, and complementary capabilities.
7. He is using AI to rebuild his own decision-making, taught by his 14-year-old son. Koch fed Claude a description of his own disparate roles — board leadership, investment decisions, partnership origination, Stand Together — and had it generate five ‘engines’ to run his day, which he now treats as core infrastructure. He frames this as a continuation of the same bottom-up principle applied to talent: giving any employee, regardless of title, tools that can ‘supercharge whatever gift’ they have.

Content

Principles that only become real through failure

Koch opens by describing the Sunday-afternoon philosophy sessions his father, Charles Koch, ran for him and his sister Elizabeth: books on tape by Hayek, Milton Friedman, and other economists and philosophers, paused every ten minutes for a comprehension quiz. Elizabeth engaged; Chase mostly did not. He says the ideas stayed dormant until his late twenties, when he was running Koch’s international fertiliser business and trying to open a new nitrogen-import terminal in Brazil. A project he expected to take under a year took more than five, mired in bureaucracy, red tape, and what he describes as corruption. That direct experience of protectionism and barriers to trade — not the tapes — is what made his father’s warnings about a country closing itself off feel real to him.

A second formative episode predates the Brazil story by decades. His grandfather, Fred Koch, wrote a letter in 1936, three months after Charles Koch’s birth, to be opened only after his death: a warning that an inheritance could either be squandered into an unhappy life or applied toward ‘the glorious feeling of accomplishment’. Koch credits that letter with shaping his father’s decision to keep working — Charles Koch, close to 91 at the time of this conversation, remains co-CEO of Koch Industries — and, by extension, his own family’s insistence that inherited resources are a discipline, not a comfort. A milder version of the same lesson landed on Koch directly at fifteen: caught deliberately throwing tennis matches to free up time to socialise, he was given a choice by his father — commit fully to tennis or take a manual-labour job — and spent the following months shovelling manure at a feed yard rather than remain, in his father’s words, ‘a country club bum’.

Comparative advantage as self-knowledge

Koch treats comparative advantage — one of the book’s 41 principles — as a personal-management idea as much as an economic one: not only what a country or business should specialise in, but what an individual’s ‘superpower’ is relative to a team. He is explicit that his own comparative advantage differs from his father’s. Charles Koch’s lies in abstract concepts, built from a lifetime studying economists and philosophers across the ideological spectrum, including Marx and Lenin, in order to sharpen his own views by understanding the opposite case. Chase Koch locates his own gift in people — reading and working with them — and says the lesson took a lot of failure to learn: ‘don’t try to be something that you’re not’.

That self-assessment had a direct career consequence. After a decade running Koch Fertiliser and being offered the CEO role over a business spanning roughly thirty countries and several thousand employees, Koch turned it down, judging that operating an existing business at scale was not where his gift lay. He instead built Koch Disruptive Technologies from scratch in 2017, and names Marc Andreessen as one of his first mentors in doing so — an hour-long conversation in Silicon Valley on how Andreessen evaluates founders and technology bets shaped how Koch built KDT’s own investment approach.

Entropy, the band, and creative destruction

The conversation’s title theme surfaces directly when Koch explains his band’s name. 2ŁØT abbreviates the second law of thermodynamics — the law of entropy — and the band was formed by musicians each working through loss: one bandmate’s father had recently died, another’s father (the founder of the anti-gang-violence group Urban Specialists) had died of COVID, and Koch himself was going through a divorce. The album’s title track, ‘Entropy’, and songs like ‘Masquerade’ and ‘I Hurt Myself Again’ carry that vulnerability directly, which Koch says is the only way the music works: ‘listeners know when you’re faking it’.

Koch extends the same physical metaphor to the business he was raised in. Koch Industries’ commitment to Schumpeterian creative destruction — a principle he says the company tries, imperfectly, to instil in all 130,000 employees across 60 countries — is presented as a permanent defence against organisational entropy: any company that stops creatively destroying its own past becomes, in his phrase, ‘a dinosaur really quick’. The clearest evidence of that discipline applied at scale is Koch’s own transformation: only 4 percent of the group’s capital now sits in refining, the business his grandfather founded, against close to $50 billion invested in technology over the past decade, including the acquisitions of Infor (enterprise software, bringing in more than 30,000 software engineers) and Molex (connectors used in the iPhone, medical devices, and data centres), which pulled Koch into industrial IoT.

Bottom-up talent and the ‘farm team’

Asked why Koch has stayed headquartered in Wichita, Koch answers ‘talent and values’, describing a deliberate strategy of hiring what he calls the ‘farm team’ — not literally people from farms, but people with a contribution-motivated mindset, positioned at the opposite end of a spectrum from ‘deficiency’ or ‘destructively motivated’ hires who expect a role because of a resume or GPA rather than earning it. His example is Jarrod Benson, Koch’s current group CIO, whose first job at the company was painting lines in the parking lot with no college degree; he worked into data science, then built out Koch’s cybersecurity capability as it faced rising cyberattacks, becoming CISO before CIO.

Koch frames this as one expression of a broader principle he calls bottom-up versus top-down management: the aspiration, which he concedes Koch has not fully achieved, is a culture ‘where everyone knew what to do without being told’ — asking employees questions about creative destruction and experimental discovery in their own roles, rather than issuing instructions from the top.

Music, value capture, and Stand Together

Koch’s account of the music business turns on a value-capture problem: Spotify, he says, delivers all the value to the consumer while leaving artists — including his own band, despite several million streams — struggling to monetise, pushing musicians toward touring, merchandise, and brand deals instead. He traces his own musical formation to hearing David Gilmour’s guitar solo on Pink Floyd’s ‘Comfortably Numb’ at eleven, and separately to running a boom-box business out of his parents’ garage at fifteen with a friend, which is how he came to gangster rap — Public Enemy, N.W.A., Eazy-E, Dre, Snoop Dogg. He also credits the jam-band touring community (Phish, Widespread Panic, String Cheese Incident, in the lineage of the Grateful Dead) for teaching him the durability of friendships formed around live, unrepeatable shows.

That love of music’s power to build community is the origin of Stand Together Music. During the pandemic, Koch started ‘Stand Together Jam Together’, a Zoom series pairing musicians with social causes, beginning with Matt Sorum of Guns N’ Roses and Michael Kang of String Cheese Incident and growing, through a mutual contact, to an appearance by Snoop Dogg discussing criminal justice reform with Charles Koch, shortly after George Floyd’s death. That grew into a standing partnership model — Matt Sorum’s cause is addiction recovery, channelled through The Phoenix and a movement Koch calls ‘One Million Strong’ — and, later, a partnership with MrBeast (Jimmy Donaldson), whom Koch evaluates against the same three-part test he applies to any ‘preferred partnership’: aligned vision, aligned values, and complementary capabilities.

Education and Wichita

Koch connects his interest in nontraditional education to the same anti-one-size-fits-all instinct running through his account of talent. His ex-wife founded Wonder, a project-based school on the campus of Wichita State that his own children attend, built around student agency rather than a fixed curriculum. He cites Stand Together research showing openness to nontraditional schooling has risen from roughly 20 percent of families before COVID to 70–80 percent now, and points to the VELA Fund — run with the Walton family — as evidence of scale: over 5,000 schools built in five years, and school-reform legislation passed in 33 states. Wichita itself, he argues, has kept its people and values even as it has grown; he is personally building an indoor music venue downtown and helping run Somewhere Fest, an annual festival pairing music with social-change programming.

AI as a personal operating system

Koch describes learning to use AI backwards from his own son: his 14-year-old taught him Claude Code, and the first project — an exercise-tracking app built from Koch’s old spreadsheets — took his son an hour or two to build. From there, Koch fed Claude a description of his own disparate responsibilities at Koch (board leadership, investment-committee decisions, partnership origination) and at Stand Together, and had it generate five ‘engines’ he now uses to structure his working day, covering business-review analysis and partnership sourcing. He describes the effect as ‘100X to 1,000X’ regardless of role — sales, admin, or otherwise — and frames encouraging company-wide use of Claude and ChatGPT as the same bottom-up empowerment principle he applies to hiring and management: give people tools, then let them find where to apply them.

See also

• Chase Koch — speaker; lead guitarist of 2ŁØT and co-author of Becoming a Principle-Driven Leader
• Tyler Cowen — host
• Marc Andreessen — early mentor in building Koch Disruptive Technologies; Koch cites his founder pattern-recognition and comparative-advantage-style reasoning about where to place technology bets
• Power Law and Entropy — a management frame built on the same physical metaphor (entropy as organisational decay requiring continuous counter-effort), applied here to a company rather than to Koch’s own account of personal loss and creative destruction