I also believe that the Wang tile set is misplaced in the "accidentally Turing complete". That was part of his conjecture. From Wikipedia https://en.wikipedia.org/wiki/Hao_Wang_(academic)
> One of Wang's most important contributions was the Wang tile. He showed that any Turing machine can be turned into a set of Wang tiles. The first noted example of aperiodic tiling is a set of Wang tiles, whose nonexistence Wang had once conjectured, discovered by his student Robert Berger in 1966.
He was able to transform the TM into tiles - that was their purpose. Their importance is in the relation in reducing the periodic tiling to solving the halting problem.
From https://www.cs.duke.edu/courses/fall08/cps234/projects/tilin...
> Previous to Berger’s result, Wang himself showed a restricted version of the tiling problem, where only a certain tile was allowed at the origin, to be undecidable by reducing the halting problem to it. This and later work in tilings gave a method for simulating Turing machines using tiles, paving the way for thinking of tiles as a model of Turing universal computation.
Also fun reading on Wang tiles - http://math.oregonstate.edu/~math_reu/proceedings/REU_Procee... which shows some of the programs written in wang tile sets (palindrome validation fibonacci sequence, and addition of two numbers). A better view of those programs can be seen at https://grahamshawcross.com/2012/10/12/wang-tiles-and-turing... (consider your next bathroom remodel project)