Eliezer_Yudkowsky comments on Rationality Quotes: April 2011 - Less Wrong
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Hasn't using DAGs to talk about causality long been a staple of the philosophy and computer science of causation? The logical positivist philosopher Hans Reichenbach used directed acyclic graphs to depict causal relationships between events in his book The Direction of Time (1956). (See, e.g., p. 37.)
A little searching online also turned up this 1977 article in Proc Annu Symp Comput Appl Med Care. From p. 72:
That article came out around the time of Pearl's first papers, and it doesn't cite him. Had his ideas already reached that level of saturation?
ETA: I've looked a little more closely at the 1977 paper, which is entitled "Problems in the Design of Knowledge Bases for Medical Consultation". It appears to completely lack the idea of performing surgery on the DAGs, though I may have missed something. Here is a longer quote from the paper (p. 72):
So, when it comes to demystifying causation, there is still a long distance from merely using DAGs to using DAGs in the particularly insightful way that Pearl does.
The point is that it's not commonly internalized to the point where someone will correctly use DAG as a synonym for "universe".
Synonym? Not just 'capable of being used to perfectly represent', but an actual literal synonym? That's a remarkable claim. I'm not saying I outright don't believe it but it is something I would want to see explained in detail first.
Would reading Pearl (competently) be sufficient to make someone use the term DAG correctly in that sense?
All that I see in the quote is that the DAG is taken to determine what happens to you in some unanalyzed sense. You often hear similar statements saying that the cold equations of physics determine your fate, but the speaker is not necessarily thinking of "equations of physics" as synonymous with "universe".