Prior to 1.13 "aquatic" snapshots, a non-source water block would convert to a source water block, generally, under two conditions:
(1) The non-source block was horizontally adjacent to two source blocks, and
(2) The non-source block was above an obstructing block, which included both solid blocks and source blocks. (For the purpose here, an obstructing block is a block that water would flow "around" when determining spread.)
As of 18w07a, the second condition has been relaxed, such that the block beneath the non-source water block can be either an obstructing block or another non-source water block. (Note that a non-source water block still doesn't seem to act as an obstructing block.)
This makes certain kinds of cascading water effects (such as horseshoe water falls) impossible.
Demo: https://www.reddit.com/r/Minecraft/comments/7z3zzx/for_those_who_havent_seen_it_the_new_water/
[Edit]
As mentioned in the linked reddit thread, this carries with it potential for large-scale griefing and attacks to client/server stability.
Comments 2
Yes. I reported it as separate bug, as it is also for lava: MC-126907
In 18w10c, this appears to be exacerbated in that the block underneath also becomes a source block.