The Pentagon's new AI strategy explicitly states that military exercises and experiments failing to adequately integrate AI will be targeted for budget cuts. This threat of financial penalty creates a powerful, top-down incentive for reluctant bureaucratic elements to adopt new technologies.

Congressional appropriators hate program changes or cancellations because it forces them to admit to their constituents that a previously funded project failed. This political pressure creates powerful inertia, forcing the military to continue with suboptimal programs and preventing agile shifts in resource allocation.

The nearly trillion-dollar US defense budget is misleading. The vast majority is locked into fixed costs like salaries, facilities, and sustaining legacy systems. The actual procurement budget for new technology is at a historic low as a percentage of GDP, constraining modernization.

Wars are often prolonged not due to military inability, but because a drawn-out conflict is immensely profitable for the military-industrial complex. A swift victory would end the revenue stream, creating a perverse incentive to maintain a state of war.

According to James Burnham's "Iron Law of Oligarchy," systems eventually serve their rulers. In government, deficit spending and subsidies are used to secure votes and donor funding, meaning leaders are incentivized to maintain the flow of money, even if it's wasteful or fraudulent, to ensure their own political survival.

When questioned on progress, the Pentagon defaults to 'input metrics' like money invested, avoiding 'output metrics' like the number of missiles produced by a specific date. This focus on process over results allows critical projects to languish for years.

The US Navy is shrinking despite stated goals to expand against threats like China, largely due to congressional budget dysfunction. "Continuing resolutions" prevent new ship starts and lead to billions in waste, while the Pentagon as a whole fails to spend about $15 billion annually, money which eventually evaporates.

Pahlka recounts a senior Air Force leader claiming a 50% budget cut would force the DOD to be more effective. Severe constraints would eliminate bloated, slow-moving projects and compel the adoption of faster, streamlined processes, ultimately improving defense capability.

The standard "cost-plus" model guarantees contractors a profit margin on top of their expenses. This creates a perverse incentive to maximize costs and timelines, as 10% of a $3 billion project is far more lucrative than 10% of a $150 million one.