Physics saves the arithmetic.
Maintenance puts a growing burden back.
The physical layer removes the dense arithmetic. TrueLoop keeps its maintenance at the interface floor.
Maintenance puts a growing burden back.
Maintenance stays linear.
versus 2%
versus 140×
versus −2.97 dB
Every setup and read charged to the same six-acquisition budget.
Pre-registered controlled simulation.
| Channels | TrueLoop | Commissioned PI | Diagonal Broyden | Anderson | Adaptive RLS |
|---|---|---|---|---|---|
| 1,024 | 10/10 | 0 | 0 | 0 | 0 |
| 4,096 | 10/10 | 0 | 0 | 0 | 0 |
| 10,000 | 5/5 | 0 | 0 | 0 | 0 |
| 100,000 | 3/3 | 0 | 0 | 0 | 0 |
| Variables | TrueLoop | Vector-response controllers, best of 5 | SPSA | Finite difference |
|---|---|---|---|---|
| 1,024 | 9/10 | 0 | 0 | n+1 reads per gradient |
| 4,096 | 10/10 | 0 | 0 | Does not fit |
| 10,000 | 5/5 | 0 | 0 | Does not fit |
| 100,000 | 3/3 | 0 | 0 | Does not fit |
Usable means inside specification before the deadline. Zero means nothing usable.
In easier cells, use the simpler incumbent. The table shows the tested exclusive regime.
Your inputs. Transparent arithmetic.
100,000 variables. Six acquisitions. Usable.
Power on to specification.
Continuous control preserves useful time.