All roads lead to Rome; or, how and why Nature abhors singularities; or, some pitfalls of causality

July 29, 2022 by Lucian Mogosanu

The blog is a device meant for holding long strings of pointless platitudes that one may review days, months or years later on in his or her life, for his or her amusement, for self-evaluation, or for whatever else. In other words, the blog is, first and foremost among all things, uses and functions, a tool for reflection.

I review my blogs (both of them) periodically. And upon my latest review of my old one, I noticed that... well, sadly enough, there's not much there worth mentioning. Among the multitude of reviews of rock bands, concerts and albums, among the various Facebook-style postings recounting the "événement du jour", way before Facebook was fashionable -- I started blogging all the way back in 2005, mmkay? Among all these, there lie sprinkled the occasional more or less interesting crypto-philomosophical ramblings. Well, among these, very rarely I stumble upon a piece that speaks to me, my future (that is, present, depending from where you look) self, saying: "dude, I don't really know what I'm saying, but I sincerely hope you'll get this the next time you read it".

In 2009, that is, almost a decade and a half ago, I was for some unexplainable reason still studying graph theory. I don't precisely remember that autumn, much like I don't remember the one before or the one after. Maybe nothing of import happened in any of these autumns, which perhaps explains the bland content of said blog... regardless, I was a free kid, lacking the pressures of adult life and as it happens, I chose to spend my life perambulating some of the intellectual realms of discrete mathematics. And on my walk, I decided to revisit an old expression, which led me to an article which spoke to me; thus I will translate it in the following paragraphs.

This saying, that all roads lead to Rome, has been heard by just about every individual once or twice during his lifetime1. Apparently this expression doesn't say much: at some point in the past, Rome was the Capital, the navel, the centre and everyone aspired towards Rome, just like today's youngsters aim for Bucharest, emptying entire localities. However, if we strive for a bit we may find deeper meanings to this; such as, for example, that an objective may be achieved in multiple ways: some shorter, albeit not necessarily the best, while others more indirect, but more certain.

From a mathematical standpoint -- after all, a formal description might2 help us to form an opinion on the statement's validity -- things aren't that complicated. We leave aside Europe's topology in the years 0 to 100 (while the Empire was still in full development3). Let G(V,E) be the graph of the Roman Empire and let r in G be the node corresponding to Rome. While it seemingly doesn't matter too much if G is oriented or otherwise (after all, roads those times were travelled both ways -- in the actual Rome, not in our abstract, mathematical one), we will take our graph to be oriented and weakly connected, looking through the lens of our statement at the beginning: "all roads lead to Rome", thus "all roads end with Rome4". We can express this thusly:

For any u, v in G, and v in TG, then v is r, or otherwise: TG = {r}, where TG is the set of terminal vertices (vertices whose set of successors is the null set) in G.

This leads us to some interesting observations. The first observation would be that, intuitively, r is necessarily an articulation point5. In fact we could say this from the beginning, as we knew that r plays an important role in our graph. Furthermore, we can find a second, more profound interpretation of G: quite possibly our graph forms a sort of star topology6, with r playing a central role. Moreover, by overlaying a dynamic element (say, a carriage pulled by horses) on top of G, we may impudently state that Rome is a black hole from which nothing, not even light can escape. Of course, it's also possible that my premises are entirely erroneous.

To sum this up, I'd say that the Romans kinda deserved their fate.

Of course, meanwhile I've visited the underlying mechanisms behind the so-called network effects countless times; and their fractal nature, and their feedback loops -- some indeed prefer to view the Imperial star topology as purely controlled from the centre, when in fact the arrow goes both ways, and in varying degrees of intensity, which is why ultimately Empires dissolve in the worst manner possible, the worse as they are more connected to the centre. What transpired from my old article was merely a hint, but a hint of many things, among which: the systematic misrepresentation of the arrow of causality.

This problem stems from some of the most trivial observations7 in life. Say, for example you are doing some work, whether watering some plants, writing some code, jogging, or whatever. This causes something, such as the completion of a task, or the increase of humidity in some place or whatever. This, in purely physical terms, changes the state of your environment from a p1 to a p2, where p is some particular measure that may be used to compute entropy. More importantly yet, that so-called "physical" environment includes you, from which emerges the trivial observation that whatever action you apply upon your external world, "it" isn't changed by your action more than "it changes" you8. The arrow of causation, however consistent in a purely Platonic sense, suddenly becomes muddy when it hits the real world.

Or, as a very wise person used to say to me that one day which I remember with crystal clarity, but which I never sat down to recount: you gotta give some, but you also gotta take some. Mother Nature, it abhors singularities.


  1. Mind that the target audience was Romanian -- and yes, I very much expected that each and every person who opened my blog had heard that phrase at some point during their lives, since not every derp and his dog was interested in the interwebs at the time, so... I s'ppose you get it by now. 

  2. Then again, it could sidetrack us, and not in the "more certain" sense. Couldn't it? 

  3. That whole "development" angle is debatable, of course. Why did Trajan fight the Dacians in 101-102 and 105-106? Maybe for the same reason NATO entered Iraq in 2003? only to harvest gold instead of oil? Maybe, maybe...

    My point being: once you start plundering resources in order to compensate the debasement of your currency, maybe that "expansion" doesn't meaningfully equate with "development". What can I say, all is old and all is new, or: the future is here, it's just not evenly distributed. 

  4. No, the equivalence between the two statements is not spurious. The sentence means on one hand that: whichever path you will take, you will eventually arrive at Rome; but it also means that: Rome is the end-all. One could also state that: Rome is the source of everything -- regardless which way we're looking, the same information lies in that precise graph we're currently viewing with our mind's eye. 

  5. A vertex whose removal breaks the (weakly connected) graph into multiple connected subgraphs. 

  6. Oh, you don't say? Lol. 

  7. Trivial, yet entirely disavowed by the postmodern Westerner mind. No wonder the East is on the top of the world. 

  8. This is how learning works, innit? You repeat some action over and over again, consistently -- wax off, wax on, as mister Miyagi used to say -- and after countless consistent repetitions, you're no longer the you you were back when you started. You're "better" after some fashion, except unfortunately the whole thing works both ways: if you consistently spend your days netflixing, then at the end of it all there won't be much "you" left. 

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6 Responses to “All roads lead to Rome; or, how and why Nature abhors singularities; or, some pitfalls of causality”

  1. #1:
    Verisimilitude says:

    That's an interesting perspective in the first paragraph. I consider my Gopher hole and website to be distinct from my regular records of my days; those daily records are mechanical for later reflection and computation, and my public writings are entirely distinct, even intended for an audience. Consider keeping such regular records.

    More importantly yet, that so-called "physical" environment includes you, from which emerges the trivial observation that whatever action you apply upon your external world, "it" isn't changed by your action more than "it changes" you.

    This and the related ideas are relevant, because I did notice my behaviour change after I took daily regular records for years. My behaviour changed to make it easier to record, amongst other changes, although I stopped seeing this as poor form long ago.

  2. #2:
    spyked says:

    > Consider keeping such regular records.

    I used to keep daily records (simply for the sake of keeping them) for a while a couple of years ago, but then I stopped because some days I just didn't have anything to say.

    Then again, consider the latest string of words -- I worked on it daily for quite a while, so it's not like my mind was dead in the meanwhile, it was just working in the background.

  3. [...] I -- as I was previously saying -- cursorily reviewed my old blog, which led me among others to an old article where I was attempting to superficially [...]

  4. [...] of dependencies has evolved necessarily towards a star topology -- and from this point of view, ancient Rome pales in comparison to the situation today. Let's leave aside for a moment the simple fact that [...]

  5. [...] technical nor technological by any means. It is not a platform and it is nothing so particular as a star topology -- the star topology is indeed a particular structure of networks (in general), but let us not [...]

  6. [...] they gave 'em breads and circuses back in the days of Rome, do you think that folks felt that they adhered wholeheartedly to the sacred principles of their [...]

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