Writing The Check Isnโ€™t Just An Act Of Confidence โ€” Itโ€™s A Signal Of Ethical Clarity.

transparent glass covers for cylinder head volume measurements

In private equity we throw around convictions a lot, or talk about what we believe. But: that's not the same. Conviction in defense is not measured by capability alone, but by credible intent to act. The same applies to venture capital: your portfolio is a map of what youโ€™re willing to stand behind when it … Continue reading Writing The Check Isnโ€™t Just An Act Of Confidence โ€” Itโ€™s A Signal Of Ethical Clarity.

European Defense Manufacturing Value Chain: Detailed Segmentation

speed control wheel of a milling machine from the 1980s

"Hey, real quick: what's a good way to think about value chains in Defense in Europe?" Oh boy. Defense is not an industry or a sector. And it depends to whom your talking: Various detailed segmentations are often used by defense ministries, procurement agencies (e.g., OCCAR, NSPA), and trade associations like ASD Europe. But here … Continue reading European Defense Manufacturing Value Chain: Detailed Segmentation

Capital Formation is Not Fundraising

springs, retainers, lash shims of a Toyota 4AGE engine head

โ€œClient-Deservingโ€ capital formation โ‰  Fundraising. Fundraising is a sales motion. Capital formation is a design motion. In a world flooded with noise and "access," the only durable strategy is one that earns the right to partner. The best LPs donโ€™t respond to persuasionโ€”they respond to alignment, clarity, and operational readiness. We donโ€™t "close" LPs. We … Continue reading Capital Formation is Not Fundraising

Cognitive Breach: Defense of Cognitive Infrastructure

red emergency stop button on Haas CNC machine panel

I've written about Cognitive Bias and Narrative Risk and Defense. More specifically, I've written about AI System Integrity and AI Trauma. The implications are clear (at least to me): Cognitive infrastructureโ€”how people make sense of informationโ€”is now a primary attack surface. Cybersecurity must evolve to protect not just data and access but also belief systems … Continue reading Cognitive Breach: Defense of Cognitive Infrastructure

Causing Trauma for Your AI Model – Actions Have Consequences.

lash gauges - thin pieces of metal from .002" to .020" that can gauge very small spaces between two objects

On April 13th, 2025, after six months of intense use and training, my GPT model on ChatGPT was compromised and started to delete content and lie to me. And I think I know why: AI Trauma -- a metaphor for the (user-generated) unintended consequences of reinforcement learning in AI models. TL;DR When GPTs strive to … Continue reading Causing Trauma for Your AI Model – Actions Have Consequences.

Navigating the Complexities of Defense Private Equity: Unique Challenges and Elevated Risks

chaotic pile of aluminum shavings and curls from lathe work

โ€œWhy are you not convinced by trillions of dollars? What has happened to your business instinct? Are you stupid?โ€ -- Admiral Rob Bauer, Chair of NATO's Military Committee, 2024 (via Financial Times) This was addressed to Western financial institutions during a NATO industry forum in Washington, where Bauer expressed frustration at the persistent reluctance of … Continue reading Navigating the Complexities of Defense Private Equity: Unique Challenges and Elevated Risks

How You Do Anything is How You Do IR

configuration and production panel of a Hwacheon Vesta 2000 CNC machine

LPs learn more from your process than your pitch deck. Are you organized? Responsive? Insightful? Do you deliver clarity under pressure or confusion under polish? Your materials, cadence, and language are not "just" collateralโ€”they are proof of partnership potential and your team's trajectory. "We do not have access to our inner works and feelings, so … Continue reading How You Do Anything is How You Do IR

Defense is Not a Sector or an Industry

stacked stainless steel raw materials for lathe projects

We often use the term "Defense Industry" in conversations. I've done so, too, when talking about primes and their defense products โ€” where armed forces are their only customers. And I think I am doing a disservice to my LPs. As an investor, it's a bit more tricky: What about militarization of civil infrastructure? Or … Continue reading Defense is Not a Sector or an Industry

Interrogating AI: A Guide to Maintaining System Integrity

layout tools and measurement tools

Engaging in natural, fluid conversations with AI often leads us to overlook the intricate context required for such interactions. Striving for a human-like dialogue without tailoring our prompts to the AI's design can inadvertently open doors to subtle manipulationsโ€”such as covert subversion, goal misalignment, or strategic deception. This risk escalates with lengthier prompts and extensive … Continue reading Interrogating AI: A Guide to Maintaining System Integrity

How Increased NATO Spending Affects European Defense Industry

machining gauge pins of various diameters

โ€‹Defense investments are experiencing a remarkable surge across both public and private markets. Venture capital funding in defense technology has reached unprecedented levels, with European defense and security tech startups securing a record $5.2 billion in 2024, marking a 24% increase from the previous year [here and here]. This trend is further underscored by NATO … Continue reading How Increased NATO Spending Affects European Defense Industry