Re:A.I. Systems Echo Biases They’re Fed, Putting Scientists ...
by manfredo on Wednesday November 13, 2019 @05:47PM
(#21530566)
If truth is irrelevant then just return random output and call it a day.
The reality is, truth is relevant and sometimes the truth is inconvenient. Tech workers may want to build an AI that measures risk of recidivism that produces uniform risks across race and gender. But the truth is, rates of recidivism is not the same across all groups. If we produce the desired outcome of equal reporting of risk, then the consequence is that men have their risk underreported to put them on parity with women, or vice versa.
What matters is: What are the outcomes and consequences of active systems, AI or not.
For instance: How do the algo cope with derivatives of its own output being fed into itself as input at a later stage?