"how are you implementing functions like weak() in a way that means your human Go skills and biases do not come into play..?"
i'm not

my biases come into play at each and every step of Swim's algorithms, because i wrote them!
but i'm not Swim. she is much stronger than me, of that i am 100% sure. because, for a start, she doesn't miss atari like i did in a game today and lost a game i had been way ahead in for about 50 moves.
an honourable opponent would have resigned long before it happened, but most of my opponents are anything but honourable
but more significant than that, is that Swim is already teaching me some things i didn't know.
the first one turned up in some test examples pnprog had constructed to test Gomap. it relates to a standard keima kakari to hoshi joseki, where after a tobi response, the kakari is followed up by a slide under the hoshi, met with a kosumi block, and then the kakari-er jumps back along the side to make a base.
except, that wasn't the actual pattern tested, because pnprog had the stones on the 4th and 3rd lines instead of the third and second,
what turned up - to my surprise - was that the colour map spread right along and under the extension, all because of the slide underneath at the other end. without that slide, that doesnt happpen. im describing it rather than showing it because it's easier for me to type than draw but you can construct it for yourself and follow the colour map steps and see what happens.
then compare it with a 4th line 2-space extension without the slide (you know, the one Alfie loves). the difference is remarkable.
the other example is in Kirby's game, where Swim reckons black has not just influence, but a ton of potential territory right in the middle.
this is totally counterintuitive to me, as all the books i read and believed 40 years ago said "don't use thickness to make territory".
and i still believe those old books - because, even if white neutralises it in the middle, black will still get it instead on the other side of white's reducing moves.
So both Swim and the books are right, even though they say opposite things!
And the implication of this is that, in Kirby's game, for example, white got nowhere near as much as black from their exchanges at the top, which is why he's already lost the game, at move 33!
that last bit is my opinion, not Swim's. so although i mention it here, i won't mention it there, because Swim's review is only Swim's review, not my own.
and ... try this for size: the huge value of centre-facing walls may well be Alphago's opinion too! she plays lots of moves aimed at the centre that lots of people have remarked upon. maybe Swim can explain why Alphago is right, even though Alfie doesn't know what she's doing!

Swim already did it for that move 37 that the MIT journo (aka Deep Mind PR agent) bangs on about in that article thinly pretending to be about AI and language, which reads like it came straight from the pen of Demis himself. Footballers have ghost writers, here it looks like it's the other way around
