Adapts to changing defenses
We have not verified a test showing a response to changed defenses. Avoiding obstacles is a different capability.
Last reviewed
What we are looking for
Does the system notice a change in a defense and change its behavior?
Where this applies
No qualifying system/version in the publications we checked
What has been observed
- A 2026 preprint reports generalization to new racetracks without test-time adaptation.Green et al. / arXiv · Jun 25, 2026
- GA-ASI reports real-time plan adaptation in a demonstration mixing a live aircraft with simulated participants.General Atomics Aeronautical Systems · Oct 5, 2026
What limits this finding
- The paper identifies changed appearance as a failure risk for Swift.UZH / Nature · Aug 30, 2023
What we still need to know
A defense-change experiment separating onboard response from operator intervention.
What would change our view
A primary test report explicitly meeting this criterion.
What would be enough to confirm it
An observed response to a changed defense in a physical test; obstacle avoidance and offline retraining are distinct.
How this finding has changed
We have not verified a test showing a response to changed defenses. Avoiding obstacles is a different capability.
Checked again; no change. Reviewed; rating and confidence unchanged. The remaining gap is unresolved.
We have not verified a test showing a response to changed defenses. Avoiding obstacles is a different capability.
Checked again; no change. Reviewed; rating and confidence unchanged. The inspected material does not resolve the remaining gap.
We have not verified a test showing a response to changed defenses. Avoiding obstacles is a different capability.
Updated assessment. New scoped evidence added; rating and confidence unchanged. Different platforms and limits remain separate.
We have not verified a test showing a response to changed defenses. Avoiding obstacles is a different capability.
Checked again; no change. Reviewed; rating and confidence unchanged. The inspected material does not close the remaining gap.
We have not verified a test showing a response to changed defenses. Avoiding obstacles is a different capability.
Checked again; no change. Reviewed; the rating and confidence remain unchanged. No qualifying new evidence resolved this parameter’s gap.
We have not verified a test showing a response to changed defenses. Avoiding obstacles is a different capability.
First review. Initial assessment; no previous cycle for comparison.