3 ms·
A neural network doesn't panic, so there is no blue screen, only bad decisions. I think that's even worse, as that would be a strong signal to take over driving
by pnt12 4y ago
A neural network doesn't panic, so there is no blue screen, only bad decisions. I think that's even worse, as that would be a strong signal to take over driving.
This might be mitigated if the result includes a confidence percentage, ie panic if confidence below threshold, but even then I'm not sure how reliable this metric is.
- steve_adams_86 4y agoAbsolutely. I worry that the decision tree is so complex that when we do traverse it to understand errors, we could easily draw the wrong conclusions anyway. When we need to audit something that is more complex than we can really comprehend, can we come to reliably accurate conclusions? If we need tools to do this for us, can we be certain they’re accurate as well? All of it feels very Icarus-like. I’d be content if we tested this stuff out in isolation for another 20 years before throwing it on public streets.