Humanities supercomputing
Some of the readership of this blog are people who work in the humanities — literature, criticism, art, museology — and some work in technology. Some work at the intersection of both, like me. So I figure this is a great place to pose a question that hit me like a hammer today.
Are there problems in the humanities that can only be solved by a supercomputer or some sort of distributed massive computing platform?
Anything that requires heavy doses of processor-crunching? Large corpus text analysis or image analysis? Help me here.
Protein folding, deep space radio astronomy, thermonuclear explosion modelling, meteorological forecasting and brute-force decryption cannot possibly be the only uses for supercomputing.
Do tell, do tell!
5 Responses to “Humanities supercomputing”
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Marginalia
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What if the decline of Cahokia and over great cities of indigenous North Americans was a deliberate response to The Little Ice Age?
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The religious right would claim this as existence of humans living during the time of dinosaurs.
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Generative AI for participatory planning (by humans!)
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I agree with this: “We’re all for ketchup — up to the age of decision,” Tom McGlade, then a spokesman and vice president for Vienna Beef, said in 2017.
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Ring the bell to let the fish pass through the boat lock in Utrecht. This is what the Internet was made for.
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"It seems to me that there is a fundamental discrepancy between the way readers interact with books and the way the hack-your-brain tech community does."
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I'd watch a modern day Western flick based on this.
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This fossil is 100 yards from my old house. A welcome friend on the walk to/from the L. (But it's a squirrel impression!)
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How do you make sense of a world sloshing around in AI-generated content? The liberal arts.
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Estimating the size of YouTube by "drunk dialing" URL strings.
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Is it urban form itself that makes ghosts or the lack of community?
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If they can pull this off in Phoenix, it can be done anywhere.
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Thinking like Africa is a solution.
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The hack that made my summer camper trip possible.
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Live air traffic audio from the world's airports overlaid on ambient tunes.
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See where any living thing exists in a beautiful interactive taxonomy visualization.
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Flipping between channels of my childhood.
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More impressive than tool-usage.
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Type at work in the real world.
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You're probably not prepared for how enthralling this is.
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Anti-bird spikes as nest material, keeping other birds out!
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B♭ C A♭ 8vb A♭ E♭.
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"The act of simplifying reality for a machine results in a great deal of complexity for the human."
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Sara Benincasa on the beauty of The Bear.
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"History is the long process of outsourcing human ability in order to leverage more of it. We will concede this trivia game (after a very long run as champions), and find another in which, aided by our compounding prosthetics, we can excel in more powerful and ever more terrifying ways."
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AI neologisms. Could just link #termsfromtoday to this and never manually post again.
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Science fiction becomes reality for fossil literature.
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So much worse than the passive voice.
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AI-generated imagery in the service of mythopoeic storytelling on a small town scale. (Follow via Instagram.)
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"Dark magic box": The unique design opportunity of designing a marine ecosystem experience for visitors.
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"A book with feedback"
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Matt Kirschenbaum writes his own words about the "ongoing planetary spam event."
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Meaning isn't 100% transitive.
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Dan makes me nostalgic for Twitter 2007-2013.
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Incredible instrument made from two Commodore 64s, floppy disks, tape and a giant dose of nerdery.
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‘Oh, that’s tennis for non-athletes.'
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Answer: barely, with a few modifications.
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Some behind-the-scenes of my work life.
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The All Iowa Lawn Tennis Club!
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"Hell's Aquarium"
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"Before we rolled out through the gate, I’d tell myself that I didn’t need to worry, because I was already dead. The only thing that mattered was that I did my best to make sure everyone else came back alive."
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"The problem wasn’t that Sisyphus had to roll his boulder up a hill forever; it’s that he had to roll it alone."
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Same with me, clowns, same with me.
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I'm here for the needless politicization of tennis versus pickeball.
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Biomimicry meet reclaimed waste product.
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"Cities are where we see each other. People who don’t want to see hate that."
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How much do you know about lines?
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Documentary on Minnesota's failed attempt at a city of the future in the late 1960's.
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"Humanity, how are you doing on this beautiful Monday?"
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An interesting data point, for sure, but this metric may be the best part: Stool Hardness and Transit (SHAT) score.
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Einstein confirms.
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Placing this here to remind future me.
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LIght pollution of course ruins this.
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Clever. Would be even better using LEGO's bioplastic bricks.
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It doesn’t solve the problem to buy a hybrid and retrofit your house if all of that takes place 20 miles from your job.
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Eno on urban design is masterful.
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Railroad marketing ploy. But it's still quite nice here.
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Particularly proud of this project from the Colorado Smart Cities Alliance.
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"'There is an Italian phrase,' said Marco after we ordered our food. '"Li ti avvelenano", which translates to "there they will poison you." This is my prediction for the night.'"
i’m not sure if it quite fits your description, one example of an excellent emerging application is happening at my school: wordhoard and its accompanying calculator. the goal is to automate typical philological queries to aid in close reading of medieval and early modern texts.
Matt, thanks. Very cool project. That is the type of thing I am after, though I am thinking of tasks that can only fruitfully be performed by computing capacity that exceeds a typical PC.
I should say that two things — this article, which talks about supercomputing in the service of textile preservation and this project, which facilitates grid computing in the life sciences — have caused me to ask.
There are a giant bag of humanities related questions you could throw some cpu’s at, but would also need a little programming too. One problems that’s on my to do list: no one knows the exact order of Plato’s dialogues (at least last time I checked with those who track this stuff). If you could grab all the translations, “originals”, and so on you could look for patterns of language use (be it from the transcribers or whomever) or perhaps develop some interesting thematic or concept maps and then crunch on them for a while to get some probabilities. Scale this up for other ancient sets of work, especially those with more data to analyze.
Oh, another one. Take all the versions of a classic work such as Ulysses, which has many proofs, edits, etc. and see if you can trace the evolution of ideas, writing styles, ingenuity and so forth. Insight into genius?
Okay, now let’s go raster – look at the progression of say, ALL of the French impressionists and look for commonalities among their approaches, colors, subjects, object sizes, etc. in the works themselves. Added bonus problem, map all the paintings on a map from their real world inpirations (Giverny…) and of course provide ways to slice that up over time. Influences, seasons, popular locations (e.g. were most urban impressionist painting subjects within X feet/miles/yards of the Paris Metro stops at the time of creation?). And of course, multiply this analysis by adding in all the sketches, drawings and non-final versions of a work too.
Anyone want to give me a grant?
Don, what a great list. You’ve clearly thought about this at length. Do you know of any examples of projects that are actually ongoing? If so, know of any that are being tackled in a distributed or grid fashion?
Text-Grid is an example:
http://www.textgrid.de/index.php?id=ueber_textgrid&L=5
see their work on “interweaving” historical dictionaries with texts–an example of combining large datasets.
Also, IMIRSEL: http://www.music-ir.org/evaluation/m2k/index.html
I’d like, though, to find more examples of the humanities research questions that could drive this initiative. It is interesting that the Unicorn tapestry example, while a challenge to the mathematicians, does not “solve” the _humanities_ question, at least in the article mentioned here. The tapestries are still an enigma.