I can tell which parts of a pitch are physics.

Why a client would care

Operators are being sold AI that was trained in simulators. This project measures exactly how much of that performance survives real telemetry, which is the question a buyer should ask before signing.

Why a client would care

This is technical due diligence. A published result that no one outside the authors can run is a claim, not a fact, and three of these results did not survive being checked. The same discipline applies to any vendor's technical pitch.

Why a client would care

Much of the cost of a medical device sits in specialised hardware. Showing that a commodity chip can hold clinical timing is the kind of finding that changes a device's bill of materials and its price point.

Why a client would care

Modern cars carry dozens of control units, and testing them on vehicles is slow and expensive. Bench validation is where much of an automotive supplier's engineering cost and time-to-market is decided.

Why a client would care

Banks and operators are now negotiating who pays for guaranteed latency on payment traffic. Knowing where static allocation fails, and what dynamic allocation costs, is the technical half of that commercial conversation.