Is anyone reading this? Anyway, even if not I'll keep doing it as it's also for my own enjoyment and documenting interesting things.
A shape I've noticed AlphaGo likes to play a lot is the 5th line "peep" (I don't know what to call it) against a large knight move of the opponent from 3rd to 4th line. It's not a new move, humans play it too, but AG does seem to like it a lot and plays it where I think human pros wouldn't (either because they don't consider it or do but dismiss it as aji keshi). Here's an example from AG ancient history, game 2 vs Lee Sedol; this one is a reduction in middle-game position so a fairly typical human usage, in the AG Master teaching tool it's played in looser early opening positions.

- Click Here To Show Diagram Code
[go]$$B
$$ +---------------------------------------+
$$ | . . . . . . . . . . . . . . . . . . . |
$$ | . . . . . . . . . . . . . . . . . . . |
$$ | . . . . . . . . X . . . . . . . . . . |
$$ | . . X , X . . . . , . . . X . X . . . |
$$ | . . . . . . . . . . . . . . . . X . . |
$$ | . . . . . . . . . . . . . . . O O . . |
$$ | . . W . . . . . . . . . . . . . . . . |
$$ | . . . . 1 . . . . . . . O . . . . . . |
$$ | . . . 2 . . . . . . . . . . O O . . . |
$$ | . . . W . . . . . , . . . X X , . . . |
$$ | . . . O X . . . . . . . . . . . . . . |
$$ | . . O X . X . . . . . . . . . . . . . |
$$ | . . O O X X . . . . . . . . . . . . . |
$$ | . O X X X O O . . . . . . . . . O . . |
$$ | . O O X O X O X . . . . . . . X O . . |
$$ | . X X O O . X O . X . . X . X , O . . |
$$ | . X O X . O O . . . . . . X O O . . . |
$$ | . . . X . . . . . . . . . . . . . . . |
$$ | . . . . . . . . . . . . . . . . . . . |
$$ +---------------------------------------+[/go]
Here's the same shape with 13 in a micro-Chinese variation. Some brief comments on preceding moves:
- approach of 5 is 45.3%, all 4 shimaris at top left are better with an amusing symmetry: high is 1% better than low, big is a half % better than small.
- answer at 6 is best local move, all pincers worse, but best (by >1%) is to approach top left high or low.
- 7: AG approves of micro-Chinese, best move, shimaris are close behind, mini-Chinese one space lower is -1.5%.
- 8: as always, AG not a fan of wedge (-2.3%), prefers to approach top right from inside or best is outside and go for a mutual moyo type game.
- 9: AG's best, and all 3 normal checking moves on this side (m/n/o17) are better than ones on the left of the wedge.
- 10: AG not impressed by this cool-looking 2nd-line that was fashionable for a while, -4% on normal 2-space extension which is best.
- 11: AG agrees with the humans who play this kosumi in preference to the high shimari answer (and it is human 1st choice 16 to 9 and bigger win %), by 2%.
- 12: normal
- 13: The topic of this post as the move AG likes, but checking human games with this position it is also pros favourite move, 5 hits in waltheri (all in 2012-13)! This obviously aims at splitting white at j17, and then also covering at g15 if white defends the top. The most common human response is
a, which defends j17 and also makes the g15 attachment ineffective.
- Click Here To Show Diagram Code
[go]$$Bcm5
$$ +---------------------------------------+
$$ | . . . . . . . . . . . . . . . . . . . |
$$ | . . . . . 6 . . . . . . . . . . . . . |
$$ | . . . X . . . . . 4 . . . 5 . . . . . |
$$ | . . . , 7 . 8 a . , . . . . . X . . . |
$$ | . . . . . . . . 9 . . . . . . . . . . |
$$ | . . . . . . . . . . . . . . . . . . . |
$$ | . . . . . . . . . . . . . . . . . . . |
$$ | . . 3 . . . . . . . . . . . . . . . . |
$$ | . . . . . . . . . . . . . . . . . . . |
$$ | . . . , . . . . . , . . . . . , . . . |
$$ | . . . . . . . . . . . . . . . . . . . |
$$ | . . . . . . . . . . . . . . . . . . . |
$$ | . . . . . . . . . . . . . . . . . . . |
$$ | . . 1 . . . . . . . . . . . . . . . . |
$$ | . . . . . . . . . . . . . . . . . . . |
$$ | . . . O . . . . . , . . . . . O . . . |
$$ | . . . . . 2 . . . . . . . . . . . . . |
$$ | . . . . . . . . . . . . . . . . . . . |
$$ | . . . . . . . . . . . . . . . . . . . |
$$ +---------------------------------------+[/go]
AlphaGo tool gives 2 responses for white, the obedient one at j16 (1 human game), and resisting with d15 (no humans). j16 has the advantage of taking a liberty from the black stone and better for coming out to right centre (e.g. k15), downside is g15 is still a decent black move (the human did it immediately). AG 3-3 invades the lower right first:

AG continuation if defend: 3-3...
- Click Here To Show Diagram Code
[go]$$Wcm14 AG continuation if defend: 3-3...
$$ +---------------------------------------+
$$ | . . . . . . . . . . . . . . . . . . . |
$$ | . . . . . O . . . . . . . . . . . . . |
$$ | . . . X . . . . . O . . . X . . . . . |
$$ | . . . , X . O . 1 , . . . . . X . . . |
$$ | . . . . . . . . X . . . . . . . . . . |
$$ | . . . . . . . . . . . . . . . . . . . |
$$ | . . . . . . . . . . . . . . . . . . . |
$$ | . . X . . . . . . . . . . . . . . . . |
$$ | . . . . . . . . . . . . . . . . . . . |
$$ | . . . , . . . . . , . . . . . , . . . |
$$ | . . . . . . . . . . . . . . . . . . . |
$$ | . . . . . . . . . . . . . . . . . . . |
$$ | . . . . . . . . . . . . . . . . . 0 . |
$$ | . . X . . . . . . . . . . . . . 8 7 . |
$$ | . . . . . . . . . . . . . . . 9 5 6 . |
$$ | . . . O . . . . . , . . . . . O 4 . . |
$$ | . . . . . O . . . . . . . . . 3 2 . . |
$$ | . . . . . . . . . . . . . . . . . . . |
$$ | . . . . . . . . . . . . . . . . . . . |
$$ +---------------------------------------+[/go]

... then block at 27
- Click Here To Show Diagram Code
[go]$$Wcm24 ... then block at 27
$$ +---------------------------------------+
$$ | . . . . . . . . . . . . . . . . . . . |
$$ | . . . . . O . . . . . . . . . . . . . |
$$ | . . . X . . . . . O . . . X . . . . . |
$$ | . . . , X 9 O . O , . . . . . X . . . |
$$ | . . . . . . 4 8 X . . . . . . . . . . |
$$ | . . . . . . . . . . . . . . . . . . . |
$$ | . . . . . . . . . . . . . . . . . . . |
$$ | . . X . . . . . . . . . . . . . . . . |
$$ | . . 6 5 . . . . . . . . . . . . . . . |
$$ | . . . , . . . . . , . . . . . , . . . |
$$ | . . . 7 . . . . . . . . . . . . . . . |
$$ | . . . . . . . . . . . . . . . . . . . |
$$ | . . . . . . . . . . . . . . . . . X . |
$$ | . . X . . . . . . . . . . . . . X . 2 |
$$ | . . . . . . . . . . . . . . . O O X . |
$$ | . . . O . . . . . , . . . . . O X 1 . |
$$ | . . . . . O . . . . . . . . . O X 3 . |
$$ | . . . . . . . . . . . . . . . . . . . |
$$ | . . . . . . . . . . . . . . . . . . . |
$$ +---------------------------------------+[/go]
Something I noticed is white plays the double hane joseki here, which is not rare for AG but jump is more common. I think this could be because j15 broke the ladder: we don't get a win% for jump but my suspicion is AG thinks that is better for white than the double hane if white has the ladder. So the 3-3 (and j15 to set it up) could be seen as urgent and wanting to get the good outside ponnuki result whilst the ladder works for black, but tbh I don't really see why getting that outside ponnuki in sente is a good exchange: AG likes corners and W got the corner.

The joseki that needs ladder
- Click Here To Show Diagram Code
[go]$$Wcm18 The joseki that needs ladder
$$ +---------------------------------------+
$$ | . . . . . . . . . . . . . . . . . . . |
$$ | . . . . . O . . . . . . . . . . . . . |
$$ | . . . X . . . . . O . . . X . . . . . |
$$ | . . . , X . O . O , . . . . . X . . . |
$$ | . . . . . . . . X . . . . . . . . . . |
$$ | . . . . . . . . . . . . . . . . . . . |
$$ | . . . . . . . . . . . . . . . . . . . |
$$ | . . X . . . . . . . . . . . . . . . . |
$$ | . . . . . . . . . . . . . . . . . . . |
$$ | . . . , . . . . . , . . . . . , . . . |
$$ | . . . . . . . . . . . . . . . . . . . |
$$ | . . . . . . . . . . . . . . . . . . . |
$$ | . . . . . . . . . . . . . . . . a 7 . |
$$ | . . X . . . . . . . . . . . c 0 1 4 . |
$$ | . . . . . . . . . . . . . . . 3 2 . . |
$$ | . . . O . . . . . , . . . . . O X . . |
$$ | . . . . . O . . . . . . . . . O X . . |
$$ | . . . . . . . . . . . . . . 9 8 5 6 . |
$$ | . . . . . . . . . . . . . . . . b . . |
$$ +---------------------------------------+[/go]
Instead of obediantely answering j15, AG suggests resisting and mutual destruction is a little (0.6%) better. Is there any meaning to interposing 19-20 during the top side sequence, or just random bot flitting?

AG continuation if resist...
- Click Here To Show Diagram Code
[go]$$Wcm14 AG continuation if resist...
$$ +---------------------------------------+
$$ | . . . . . . . . . . . . . . . . . . . |
$$ | . . . . . O . . . . . . . . . . . . . |
$$ | . . . X . . . . 4 O . . . X . . . . . |
$$ | . . . , X . O 8 5 9 . . . . . X . . . |
$$ | . . . 1 2 . . 0 X . . . . . . . . . . |
$$ | . . . . . . . . . . . . . . . . . . . |
$$ | . . . 3 . . . . . . . . . . . . . . . |
$$ | . . X 6 7 . . . . . . . . . . . . . . |
$$ | . . . . . . . . . . . . . . . . . . . |
$$ | . . . , . . . . . , . . . . . , . . . |
$$ | . . . . . . . . . . . . . . . . . . . |
$$ | . . . . . . . . . . . . . . . . . . . |
$$ | . . . . . . . . . . . . . . . . . . . |
$$ | . . X . . . . . . . . . . . . . . . . |
$$ | . . . . . . . . . . . . . . . . . . . |
$$ | . . . O . . . . . , . . . . . O . . . |
$$ | . . . . . O . . . . . . . . . . . . . |
$$ | . . . . . . . . . . . . . . . . . . . |
$$ | . . . . . . . . . . . . . . . . . . . |
$$ +---------------------------------------+[/go]
Here I can see the benefit of making the 27-28 exchange before taking gote at 29, black probably doesn't want white to extend at 27 if at 29 immediately.

... cont
- Click Here To Show Diagram Code
[go]$$Wcm24 ... cont
$$ +---------------------------------------+
$$ | . . . . . . . . . . . . . . . . . . . |
$$ | . . . . . O 6 . 3 . . . . . . . . . . |
$$ | . . . X . . 2 1 . O . . . X . . . . . |
$$ | . . . , X . O X O O . . . . . X . . . |
$$ | . . . O X . . X X . . . . . . . . . . |
$$ | . . . . . . . . . . . . . . . . . . . |
$$ | . . . O . 5 . . . . . . . . . . . . . |
$$ | . . X X O . . . . . . . . . . . . . . |
$$ | . . . . 4 7 . . . . . . . . . . . . . |
$$ | . . . , 8 . . . . , . . . . . , . . . |
$$ | . . . . . . . . . . . . . . . . . . . |
$$ | . . . . . . . . . . . . . . . . . . . |
$$ | . . . . . . . . . . . . . . . . . . . |
$$ | . . X . . . . . . . . . . . . . . . . |
$$ | . . . . . . . . . . . . . . . . . . . |
$$ | . . . O . . . . . , . . . . . O . . . |
$$ | . . . . . O . . . . . . . . . . . . . |
$$ | . . . . . . . . . . . . . . . . . . . |
$$ | . . . . . . . . . . . . . . . . . . . |
$$ +---------------------------------------+[/go]