To most of the people working on these AI systems I'm willing to bet work in 90% of their waking life or more.
- Let's assume "reasonable doubt" is 0.1%, so you need to be 99.9% sure someone is guilty before voting them guilty
- Let's assume a random witness to a random crime has a 5% chance of getting some material fact wrong through no fault of their own
- Let's assume that if you are on trial, there is a 20% chance you are guilty, based on the assumption if you're guilty and know you're cooked you're more likely to plea out, so the people remaining at trial are the truly innocent, the guilty who think they can beat the case, and the guilty who are just rolling the dice.
You still only need 3 witnesses telling the same story to reach >99.9% assurance of guilt. The odds of an innocent person getting convicted with 3 witnesses under this standard is 1 in 8,000.