Welcome to a special series on the acquisition talk podcast that gives you an audiobook tour of my research project titled, Programmed to Fail: The Rise of Central Planning in Defense Acquisition 1945 to 1975. I’m Eric Lofgren of the Baroni Center for Government Contracting at George Mason University. You can find this book for free and over 1,300 blog posts on my website, https://AcquisitionTalk.com.

In this chapter of Programmed to Fail, we dive into how complex order in the real world emerges from simple and iterative systems of nonlinear interactions. The umbrella term of complex adaptive systems is used to describe self-organizing systems of emergent order that adapt to an uncertain environment. While these properties are not in general desirable for weapon systems that humans use in the field, they are certainly desirable properties for the defense acquisition system as much as they are for market economies. 

In this chapter, we trace John Boyd’s work from weapon systems design into complexity theory that leverages Godel’s incompleteness theorem, Heisenberg’s uncertainty principle, and the second law of thermodynamics. We find that the only realistic way to generate a system that exhibits complex behaviors beyond the foresight of any individual is to build from the bottom-up according to simple rules. Tacit coordination based on local conditions can then give rise to emergent order, a process not appreciated by advocates of top-down planning and built into the foundations of the Planning-Programming-Budgeting System. While complexity theories have started to penetrate the philosophy of military operations, we are still at the early stages of appreciating these ideas in the world of defense acquisition.

This podcast was produced by Eric Lofgren. You can follow me on Twitter @AcqTalk and find more information at https://AcquisitionTalk.com

Programmed to Fail - 7. Complexity

International Policy students will be spending their careers in an AI-enabled world. We wanted our students to be prepared for it. This is why we’ve adopted and integrated AI in our Stanford national security policy class – Technology, Innovation and Great Power Competition.

Here’s what we did, how the students used it, and what they (and we) learned.

Teaching National Security Policy with AI

We just finished our 10th annual Hacking for Defense class at Stanford.

What a year.

Hacking for Defense, now in 70 universities, has teams of students working to understand and help solve national security problems. At Stanford this quarter the 8 teams of 41 students collectively interviewed 1106 beneficiaries, stakeholders, requirements writers, program managers, industry partners, etc. – while simultaneously building a series of minimal viable products and developing a path to deployment.

Hacking for Defense @ Stanford 2025 – Lessons Learned Presentations

We just finished the 15th<>annual Lean LaunchPad class at Stanford. The class had gotten so popular that in 2021 we started teaching it in both the winter and spring sessions.

During the 2025 spring quarter the eight teams spoke to 935 potential customers, beneficiaries and regulators. Most students spent 15-20 hours a week on the class, about double that of a normal class.

Lean Launchpad at Stanford – 2025

I’ve been having coffee with lots of frustrated founders (my students and others) bemoaning most VCs won’t even meet with them unless they have AI in their fundraising pitch. And the AI startups they see are getting valuations that appear nonsensical. These conversations brought back a sense of Déjà vu from the Dot Com bubble (at the turn of this century), when if you didn’t have internet as part of your pitch you weren’t getting funded.

Why Investors Don’t Care About Your Business

How did you go bankrupt?”
Two ways. Gradually, then suddenly.”
Ernest Hemingway, The Sun Also Rises

Every disruptive technology since the fire and the wheel have forced leaders to adapt or die. This post tells the story of what happened when 4,000 companies faced a disruptive technology and why only one survived.

Blind to Disruption – The CEOs Who Missed the Future

How To Sell to the Dept of War – The 2025 PEO Directory

When Sh!t Hits the Fan – Founders in a Crisis

Tons of words have been written about the Trump Administrations war on Science in Universities. But few people have asked what, exactly, is science? How does it work? Who are the scientists? What do they do? And more importantly, why should anyone (outside of universities) care?

No Science, No Startups: The Innovation Engine We’re Switching Off

The October 2025 PEO Directory – Update 2.

The Department of War (DoW) is one of the world’s largest organizations.  If you’re a startup trying to figure out who to call on and how to navigate the system, it can be – to put it politely – challenging.

How to Sell to the Dept of War – The 2025 PEO Directory – Now with 500 more names

I’ve always thought of myself as a practitioner. In the startups I was part of, the only “strategy” were my marketing tactics on how to make the VP of Sales the richest person in the company. After I retired, I created Customer Development and co-created the Lean Startup as a simple methodology which codified founders best practices – in a language and process that was easy to understand and implement. All from a practitioner’s point of view.

It only took 20 years, but the Strategic Management Society now Believes the Lean Startup is a Strategy

A podcast on the management, technology, and political-economy of weapon systems acquisition.

Programmed to Fail - 7. Complexity

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