Local Level Lab

Airborne measurements. Open methods.

One fixed repair of original-observation probes

Use the four previously saved scale-1/10 generated probes: positive and negative north directions under zero and profiled removal. Preserve the original nonzero truth, all five perturbed training observations, 96000 packets, 27 physical bounds, ±1-second clock and 20/20/50 m future width targets. Earlier failures stay unchanged.

For each saved point, use its existing native Jacobian in one minimum-norm linear solve. Fifteen rows target the known generated truth at the five earlier epochs; one additional row preserves that seed's computed future north prediction. No future observation enters the solve. This constructs a counterexample probe, not an honest held-out prediction or a confidence interval.

Use all 27 columns, SVD rcond 1e-12, maximum normalized correction 0.25 and maximum linear row mismatch 0.001 m. Reject out-of-box points without clipping. These are proposal checks; only a new nonlinear evaluation against the actual unchanged training observations can establish training feasibility within ±1 m per axis.

Save each proposal before querying it. One new native batch per valid proposal returns five earlier predictions and the 438-second prediction. Preserve failures and report sampled spreads including the original truth. Small spreads are not outer bounds; a feasible spread above a width target would disprove that target for this generated observation problem only.

Resource Maximum
Fixed identities / linear solves 4 / 4
New native batches / queried epochs 4 / 24
Conservative reserved packet visits 2,304,000
Numerical threads / reserved elsewhere 1 / 2
Cooperative wall ceiling 600 seconds

Freeze source, input references, environment and compiler before launch. No iterated repairs, alternate scales, retries, signals, observed aircraft fits, original-data reads or allowance increases. This does not change the running long-history study, qualify native execution error or establish an aircraft error law. Existing scientific results remain unchanged.