Contrary to the perception that deep tech is costly due to machines and facilities, the primary expense is talent. Impulse Space's President notes that people are 'by far and away' the biggest expenditure, and their massive funding round is primarily for hiring, not just buying hardware.

Autonomy enables a first-principles redesign of vessels. By eliminating the need for human crews, ships can be built with fundamentally less steel and fewer labor hours, drastically reducing costs and build times compared to traditional naval platforms.

Less than 5% of biopharma and NIH research budgets pay for experimental materials (reagents). The vast majority is overhead like salaries and real estate. Autonomous labs, by running 24/7 with high utilization, can flip this, making research 10x more capital efficient.

The core bottleneck in construction isn't design intelligence but the high cost and stagnant productivity of manual labor. The most promising application of AI is not designing more clever prefabricated buildings, but powering robots to automate physical tasks, finally addressing the industry's decades-long productivity problem.

The economic case for space-based data centers is a 5x capex reduction compared to terrestrial equivalents ($5B vs. $25B per gigawatt for infrastructure). This massive cost saving comes from eliminating the need for land, traditional power infrastructure, and cooling, which are effectively free in orbit.

When purchasing a new ship or aircraft, the initial price tag is deceptive. The 'fully burdened cost' includes long-term expenses for crewing, training, support, and maintenance. A one-time budget increase doesn't cover this tail, forcing the military to retire platforms early and resulting in no net growth of the force.

Counterintuitively, remotely operating ships may increase total jobs. On-ship crews are replaced by larger, shore-based teams working in shorter, more efficient shifts to manage remote monitoring. This model creates more, safer, and potentially more flexible jobs, countering the typical automation-causes-job-loss narrative.

Electric ships drastically cut maintenance by eliminating internal combustion engines. This reduction in required onboard human labor is the key enabler for shifting crews ashore and operating vessels remotely, a connection not immediately obvious to most.

The economic case for autonomous trucks isn't just saving on driver salary. By designing a "cab-less" vehicle from scratch, the entire truck becomes lighter and cheaper to build, allowing the total equipment cost to be competitive with traditional diesel trucks.