Think of it in the other direction, why should you be allowed to use evidence that has no documented reason of being accurate.
So wouldn't it practically invalidate any evidence that was touched by any device?
If they are fine with a lower bound of confidence, then that's already the current situation.
The problem is the current situation. Evidence is being used without actual proof that said evidence was collected "truthfully". An algorithm will generate a result but if you haven't proven/shown that the algorithm generates a correct result then any result from that algorithm shouldn't be usable in court. This problem comes up a lot with people who (un)cleverly use NULL for things (i.e. License Plates). Or if you live in the middle of America and somebody decides your address will be the default for geo-ip lookups if none is found.
To stick with the article, immediately when the system was deployed the postmasters thought something was wrong. If the state had to show that the computer was correct the whole situation would've been avoided.
100% correctness for such a system would certainly cost many billions.
If you mean that they should have had a higher bar, then sure, but that's a political choice of how much effort to invest, not a technical one.
Yes.. but that's "less than" a single mistake per year, per computer. How many cores do your data go through per year ?
* Totally made up, rough number of cpu ticks of a 3 ghz core in a year.
Still, the point I'm trying to make is that with the mind-numbing number of actions carried out by another mind-numbing number of machines on a third absolutely mind-numbing number of bits every year, you will need a metric fuckton of zeroes after your decimal point, before it's "not going to put innocent people in jail".
‹ducks›
In Danish we use the word "Ton" which is 1000 Kg, didn't realized that English has two words for it, didn't realize there's an emperial ton either :D
In a situation in which a bug could have conceivably caused the evidence against the defendant the defandant, should be allowed to examine the computer system (read the source code). Without that I see no reason why it should be allowed as evidence against someone, when the evidence could have been the result of a flaw in the software.
Of course "could" is pretty ambigous. Things you might look at are: Have this or other, similar systems suffered from a bug which could have caused this? How much/often is the claim out of line with what the defence claims. How serious and easy to notice would a bug have to be to cause this? Is there other evidence, besides the computer? And probably many more. Of course "the camera changed the face of the person to the defendants" is something which probabbly should be disregarded.