In many AI co-design proposals, “human-in-the-loop” is treated as a disclaimer. The system generates a complex schematic or PCB layout, and wraps it in a warning: ‘AI output may be incorrect. Verify all footprints and pins before manufacturing.’
This is not a design methodology; it is a liability shield. It forces the human engineer to audit thousands of automated connections, a manual process that is slow, error-prone, and defeats the speed benefit of automation.
The Problem with Post-hoc Audits
When an automated tool outputs a completed board file, auditing it is like proofreading a book written in a language you don’t speak fluently. You have to double check:
- Footprint pin mappings.
- Decoupling capacitor placements near power pins.
- Trace clearance gaps on inner layers.
Because the system did not record why it made decisions or how it computed values, the human auditor has to reconstruct every calculation from scratch.
Release Authority as a Structured Gate
OmeraCode treats human control differently. We do not use the engineer as a safety net. Instead, we structure the co-design system around clear division of labor:
- The System’s Job: Collect specifications, run calculations through math solvers, execute rule checkers (DRC/DFM), and compile digital logs of the process.
- The Engineer’s Job: Review high-level block designs, approve or override flagged spacing exceptions, and sign off on the final release pack.
Instead of presenting a black-box layout file, OmeraCode delivers the layout alongside an Evidence Pack. The engineer does not search for needles in a haystack. They audit a structured check-sheet of verified proofs.
Human-in-the-loop is our core design gate. It ensures that while the system handles the calculation burden, the engineering authority remains firmly in control of the final manufacturing release.