Traditional underwater operations require chartered vessels costing hundreds of thousands of dollars daily due to mandatory staffing layers, including shift rotations, medical personnel, cooks, and ship captains. Autonomous robotic systems remove the entire labor stack, slashing daily operating expenses while enabling continuous missions.

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.

Robotics and automation do more than increase productivity in industries like mining. They enable operations in previously inaccessible locations—areas too remote, dangerous, or regulated for a human workforce. This fundamentally changes the calculus of resource extraction and expands what's economically viable.

Gigascale Capital founder Mike Schreppfer holds a contrarian view that the ocean, not space, is the next frontier for data centers. He argues that untapped wave power offers a massive energy source and that deployment costs are fundamentally lower (building ships vs. launching satellites), creating a more scalable path for future compute infrastructure.

The biggest long-term impact of autonomy may be in machine design. Once a human operator is no longer needed, constraints like cabs, breathing apparatus in mines, or specific form factors for visibility disappear, allowing for the creation of smaller, cheaper, and more task-specific machines.

The seasteading movement was a good idea that was simply too early. It lacked essential technologies that are only now becoming available, such as affordable satellite internet (Starlink), autonomous cargo delivery, and robotic underwater maintenance, which drastically reduce operating costs.

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.

A huge portion of a ship's capital cost is for building a 'city at sea' for the crew, including hospitals, kitchens, and plumbing. This non-obvious cost driver is the primary source of savings in uncrewed, teleoperated vessel designs, as the entire support infrastructure can be removed.

The key benefit of unmanned vessels isn't just saving on crew. It's the ability to remove all human-centric subsystems (latrines, galleys, etc.), allowing for a complete redesign optimized for naval architecture, speed, range, and payload.