DrBlackbird
I can’t agree that it’s the fault/responsibility of the teachers themselves for not asking to have the algorithms or data points used to build the algorithms explained to them.
How do you prove that something is fair or unfair without attempting to examine the process?
Once the question is asked the response dictates what happens next but the question has to be asked first.
The decision making process should be clearly defined, the process has to be documentable, reputable and reliably so as to produce the same output in the real world as in the test enviroment.
If management use it they need to be able to explain it. They can not evade their management responsibilty by claiming that the computer made the decision not them.
That is different from management wanting to employ/sack employee A and building the process to ensure they set A up to win/fail.
This is, IMO, an unfair evaluation for a few reasons, but if the algorithm is machine learning, then no one can explain the numbers, not even the software developer
Machine learning is inherently unfair for HR decision making. Applied learning continues to make changes to the criteria and methods, so given identical inputs over time the process results in different outputs.
management could not explain to them why they were chosen because they did not know themselves
This is kind of my point.
Management are being paid to mange. If they dont understand the tool they cant use it as they cant prove that its not breaching protected characteristic.
If the staff member said teach me and gets told "its maths but we cant teach you because we don't understand it ourselves" that's a win. imo that is management saying they don't know if the outcome is fair or not. The courts have to look at the power inbalance in the relationship. The women lost their means of survival (access to money = food and shelter) and management can't prove the selection was fair.
It’s terribly judgemental of me, but maybe the JKR insult arises from her affiliation or support of LGBTQ+ community?
She is imo being dishonest in the interview about the book.
She claims to have made active choice in her name dropping so that punching would continue to be acceptable.
She picked JKR for a reason or multiple reasons. She is justifying her choice to name JKR. She decided to she gets to trade on JKR's public profile. She gets to be superior by being able to decide on what JKR thinks. She gets to deny violence while speculating on JKR's "public redemption and repentance" would be possible as a failed murder resulted in a bloke recognising humanity. She is like the old fashioned hell and damnation preacher, she gets to hold JKR up to a target while trying to be seen to keep her hands clean.