Wednesday, May 13, 2015

What random feels like

In the pilot episode of Numb3rs, CalSci professor Charlie Eppes (David Krumholtz) describes how people confuse randomness with uniformity. "You've distributed yourselves at equal intervals, while true random patterns will include clusters... [Simulating randomness] is pretty difficult."

Whether it's nature or nurture, we're really bad at knowing 'random' when we see it. This is what lets Eppes solve the case-of-the-week. This is why the Fire Emblem games badly underexaggerate their probabilities of peons hitting other peons -- because it takes 80% real odds for something to feel like 70% certainty.

Battle animation from *Fire Emblem: Sword of Seals*.
"If a unit has a 15% displayed chance... their actual odds of hitting are a paltry 4.65%... if a unit has an 85% displayed hit chance [it's] actually a more reliable 95.65%."
Screenshot: lparchive.org.

TagTime

I recently installed TagTime for Android, a barebones app that randomly polls you every forty-five minutes on average1 to ask you what you're doing at that exact moment. It's a completely random sample of your day.

(The results are distressing. Over the last four days, approximately 1 in every 8 pings has occurred while I was on Facebook, i.e. three hours a day, give or take a generous error term. [Image link])

The thing about the 'random sample' part: it's really random. (Specifically, it's a Poisson process). The key part here is that it's totally memoryless -- you can't say "it's been nearly forty-five minutes so I'm going to do something productive now so I can write that down when the app next pings me". Nor can you say "Well, it just pinged me a second ago, so it's safe to hop onto Twitter for a few minutes". There's no gaming it (and thus no need to worry about gaming it). At any given moment, minute to minute, your odds of getting pinged are exactly the same.

As I mentioned, this really doesn't feel like how we expect random distributions to behave.

Google play review: "Randomizer is terrible I left the frequency at 45 minutes, but the actual average is about half that. Not sure what kind randomizer you're using, but it doesn't work well. EDIT: After running this for about a day, I'm uninstalling this app. It didn't ping me for 6 straight hours, now it's pinging every 5-10 minutes. This is worthless."

The reviewer in the above image, in addition to not understanding probability, gives a fairly good description of what having the app switched on feels like. Sometimes you'll get a ping from it three times in two minutes. Sometimes you'll watch an entire movie without it going off. A lot of the time it feels like I'll do a solid hour of work and then open Facebook for a minute and then immediately get pinged asking what I'm up to2. There's no predictability to it.

At any given minute, there's about a 2% chance of the app pinging me. Thus I've started to learn what "a 2% chance" really feels like. It's strange.

A 2% chance feels small but not that small. It sounds like nothing but it still manages to happen anyway, once or maybe twice an hour (and every now and then, five times).

There's perhaps a larger note about probability (fine, about independent probabilities) here: the odds of getting pinged during a given second are less than one in a thousand. And so on, and so forth. One in a thousand, one in a million... those odds may be small, but sometimes, over once an hour, even, things that unlikely still do happen.

It may be obvious on paper, but it feels a lot stranger in the real world when you first really notice it.

That seems like a good lesson to internalise.


Footnotes:

1 For a user-defined value of forty-five.

2 In these cases I'd still say "I was on Facebook". Even if it doesn't feel fair, on average, over the course of weeks, the pings will cover a representative sample of your time.

On a similar note, a lot of the employee surveys at work come with instructions to answer the question about how you're feeling that very day, even if you're having an unusually up or down week. Across the whole sample, they assure us, a genuine picture of "typical" will appear.

Friday, May 1, 2015

“Hostile territory” (Unspeakable Things)

Most of the cultural narrative around mental health right now revolves around gender, with scientists and social theorists trying to work out whether it’s men or women who are more distressed, and whose fault that might be. Precisely who is more fucked up, boys or girls, has never been conclusively decided, but the fact that we insist on trying to work it out reveals a truth: there is something about gender right now that is deeply troubling, on an intimate level that is rarely discussed. There is something about the experience of being a woman or being a man, or of trying to be a woman or trying to be a man in the twenty-first century that many people find profoundly distressing in a way that they find difficult to speak about even in those few spaces where they are allowed to.
Laurie Penny, Unspeakable Things, Introduction.
The truth is that there is nothing ‘natural’ about what it means to be a man or a woman today. Gender identity is performed, and it is performed for profit, whether social, financial or personal. That performance is an adaptive strategy for dealing with overwhelmingly hostile territory. Now we need to adapt again. And that’s what feminism is: adaptation. Evolution.
Ibid.
(Boldface emphasis, fangirling, etc., mine.)

Thursday, April 2, 2015

Worth a thousand words: captioning and editorial subjectivity

(CW: literary prescriptivism, for some definition of ‘literary’)

Adding dry captions(*) to incidental images on Facebook/Tumblr/etc. posts (or: alt text to images on web pages) is as close to a definite ceterus paribus improvement as I can think of. Readers using screenreading software or its accessibility-oriented ilk to browse the web are able to read [sic] those captions, aiding their consumption of the text. For “typical” readers (i.e. those without visual impairments, browsing the web without additional software assistance) the additional text hardly poses a nuisance — in the case of alt text, they don’t even engage with it unless they specifically go looking for it, whilst suitably demarcated image captions are easy to skim past.

A good caption is also generally a good inferential bridge, conveying most of the context the image provides. Sure, a text description of an image might not produce the exact same mental-emotional experience (“affect”, I believe the kids are calling it) as the image itself, but if “same mental-emotional experience” were an end goal we’d be done for anyway given it’s a subjective experience.

A screenshot of a facebook link to an article titled ‘10 Trans Women in Love’, with the caption: Image of a Korean man and woman (Andy Marra and Drew Shives), who are a couple. They are both facing the camera. The woman is resting her chin on the man's shoulder. They're both smiling, happily.

Take, for instance, the screenshot above. The caption swiftly communicates the most important emotional aspects of the image, both the implicit (it’s a couple; they’re happy) and the explicit (they are facing the camera; her chin rests on his shoulder). This provides great insight into the ‘value add’ that the image provides — it’s plenty to go on whether you’re making sense of someone else’s comment on the image (“they are the cutest thing” / “I love their expressions”), or whether you’re just interested in how it complements the piece.

A screenshot of an image in a blog post, captioned: “Photo shows a chain-link fence against a blue sky. One of the sections of the fence has been removed, a hammock strung across the posts, and a person lays relaxing in the hammock.”

Wednesday, March 25, 2015

Thoughts on Jupiter Ascending

A friend and I were excited to see Jupiter Ascending after hearing The Daily Dot describe it as “the precise gender-flipped equivalent of all those movies where some weak-chinned rando turns out to be the Chosen One, defeats a supervillain despite having no real personality or skills, and gets rewarded with a kiss from Megan Fox”.

Channing Tatum and Mila Kunis almost succeeding at sexual tension in Jupiter Ascending (2015).

The description was pretty much on point. To borrow David Prokopetz’s turn of phrase, “it’s not meant to be a Chosen Hero story; it’s meant to be a Secret Princess story”. The following notes are influenced by that interpretation.


The film is tightly constructed, with the sort of economy of dialogue which suggests the screenplay went through dozens of revisions before it ever saw pen and paper. (My closest frame of reference is Nolan’s Inception, which I heard was a pet project which took a decade or so realise. I have no idea whether this is the case for Jupiter Ascending and would rather not look it up and spoil the mystery for myself.)

The autobiographical opening minutes meld sharp writing and cinematography to intimately contextualise of protagonist Jupiter’s relationship to her mother. The following scene, the first and only one to show all three Abrasax siblings together, exemplifies show-don’t-tell, hinting at the complicated relationships between the siblings while establishing the “delicate polity” style of the film’s plot, and doing so entirely by implication. By the time we’re introduced to present-day Jupiter we’re barely eight minutes into the film and neither the pacing nor the narrative deftness drop from thereon out.

A friend of mine later remarked to me that “nary a wasted scene” is a little too strong a description. The bees, for example, constitute a Chekov’s gun that’s fired into somebody’s foot a couple of scenes after its introduction, thrown in mostly for trailer-bait CGI spectacle (there are plenty of other ways to establish “you’re a wizard, Jupiter”). On the whole, though, I remain impressed by the film’s ability to keep moving forward with every shot.

The Abrasax siblings, ibid. Eddie Redmayne’s performance as the anemic, serpentine Balem Abrasax (leftmost) removes what little chance I had left of taking The Theory of Everything seriously.

The political stage is proven strictly more important than action hero physics, contra many thrillers which mix both elements. Deutoragonist Caine (Tatum) spends the entire movie out of his element, a creature of war clearly ill-at-ease in the bureaucratic and political minefields he escorts Jupiter (Kunis) through.

Notably, even though Caine wins his fair share of battles through martial prowess, he never wins Jupiter’s for her. To be sure, his role is more than mere “dumb muscle” — he functions as messenger, as critical distraction, as leverage and as table-turner. But never does he “finish off” a primary antagonist. His direct influence is limited to the ancillary mooks surrounding the villains and the scenery he explodes his way through. Jupiter Ascending is explicitly constructed around the notion that the pen — in the form of contracts, inheritances, alliances, deceptions — is mightier, that war and physical violence are a mere complement to words, not an alternative.

Monday, March 23, 2015

Links and quotes, February 2015

Yes, “February”. Shh.


Chana Messinger considers the dichotomy of moderate versus radical strains of ideologies in terms of diverse versus hyperfocused worldviews.
Radicals care very very much about their given causes. And at least part of the reason why, I think, is that their deep stories, their overarching narratives, are not and cannot be value neutral. A non-radical may consider Larry Summers’s comments about women sexist, but not feel compelled to take action as a result. A radical cannot. Seeing sexism in every part of society: law, politics, employment, family, and more, and acknowledging its virulent harm demands a fight to end it. Same with racism, and presumably, the same with sin.

Empiricism versus deontology, if you will. (Ever notice how pure deontology always ends up at odds with other philosophical approaches? Almost as if it has some kind of zero-tolerance rule going on.)


The Mohists preached Universal Love and the end of war. And in practice? They sought to make war impossible: developing sophisticated military strategy and defensive siege warfare tactics and deploying it against the aggressors in any battle to even out the odds. Truth mightn’t be stranger than fiction, but it sure gets away with more suspension of disbelief.


Robert Kolenik’s design for a kitchen countertop automatically lifts up to give easy access to the aquarium underneath. “Aquarium?” Aquarium.

Within a couple of days of one another,  Cory Doctorow and Scott Alexander both deconstruct-by-analogy the “individual decision” vs. “herd immunity” aspect of anti-vax arguments, in strikingly different ways. Doctorow’s piece plays it straight, running a reductio ad absurdum (“The government wants to force you to have brakes [on your car], but brakes or no brakes is a personal decision”).

Alexander’s piece is a little weirder, reapplying the same moral argument in a way that bends intuition (“Super-enhancing your kids isn’t a “personal choice”. It’s your basic duty as a parent and a responsible human being”). The question, of course, is what does the perceived contradiction tell us? Is it an eye-opening modus ponens, an anti-vax modus tollens... or is there a subtlety to the inner workings of the “herd immunity” concept that’s being drawn out here?


A couple of fandom-specific analyses from Storming the Ivory Tower:

Homestuck [is] a successful tech demo: it shows not just what you can do but why the new tech is useful and powerful. It's not just showing off a bunch of disconnected mechanisms, it's showing why we, as creators, might be interested in utilizing similar techniques, and why we, as consumers, should get excited about where the comic is headed.”
“Ward as the Lone White Male Antihero would, in many stories, get a free pass to determine his own morality. The narrative and theme would warp around him to make his actions and judgements correct, often at the cost of the actions and judgements of female characters. In Agents of SHIELD that logic is turned on its head, and the whole dynamic is revealed to be chauvinistic, patronizing, and ultimately subtly fascistic.”

Tuesday, February 24, 2015

Division [review]

Lee S. Hawke’s short story anthology Division is subtitled “a collection of science fiction fairytales”, and I’ll admit I wonder about that. To me, fairy tales epitomise oral storytelling tradition, trading in archetypical characters and grand, good versus evil dramas. This is not so much a failing as a characteristic of the medium: simple, powerful imagery is memorable, and thus it is this that survives generations of retelling. Division, on the other hand, exemplifies written word storytelling. Its characters are deep and recognisably human, its thematic explorations nuanced enough to defy Aesopian one-liners. As Hawke puts it, it’s “not Cinderella in Space”, it’s fiction which only resembles fairy tales insofar as it compels the reader to experience childlike wonder, insofar as the themes are timeless, which could be said of many a great work of fiction. It’s firmly a creature of its own medium, and it’s all the better for it.

The Soldier sets the tone for the the anthology, grim but hopeful, speculative in its setting but timeless in its themes. The enemies of this way are pestilence, disease; the eponymous soldiers, people blessed with supercharged immune systems that might hold the key to developing cures. Hawke takes this clinical presence and grounds it in the personal, the protagonist's torture as his body is razed as a battlefield bringing home the direness of this war far better than any bombastic, globe-spanning treatment of the same could.

Cover art, Division, Lee S. Hawke (2015). Blind Mirror Publishing.

Please Connect asks us what first love means, absent the social narratives that colour our perceptions of what romance and attraction “are” or “should be”. The protagonist, conditioned by a society that has obsoleted face-to-face interaction, sees even his sanitised courtship with an anthropological eye that Hawke impossibly transmutes into a warmer parlance. There is a raw eroticism in the language here, drawn from where it has always lain: in the quickening of a pulse, in the wetness of a breath.

Dissimilation and The Grey Wall both hark upon the themes of unreality and altered perception (the former with its Inception-like layerings of non-worlds; the latter with an expressly unreliable narrator whose doublethink allows Hawke a novel angle on magical realism). Both these stories ask something about when and how it is better to live within fantasy than reality, the question left deliberately ambiguous despite the characters’ own certainty. Meanwhile, Lemuria is set in the midst of an apocalyptic alien invasion where anyone who sees the monsters, dies, an incursion into psychological horror that is overshadowed by a late-game twist which all too briefly asks us what rated we would rather endure than death.

Beauty is perhaps the most explicitly political of the lot, a disillusioned neo-“plastic surgeon” ruminating on the homogeneity of his work:

He’d been a young girl then, and he still remembered the first advertisements. Transcend age. Transcend race. Transcend gender. But since he’d stepped out of medical school, all he’d ever done was fulfil the same three basic templates, again and again and again. The possibility of infinite variation had led only to convergence.

It’s a powerful meditation on the moral dangers of fashions, and on the beauty of the different and of individual expression.

The final story, Division, is about two women's grief following the death of their daughter. It's told through the eyes of one mother, Diyani, a passionate mechanic whose affinity is for her work, not people. Her heartbreak is raw on the page, her anger twisting her away from the world and, especially, her partner, the physical space of their shared bed reifying the deterioration of their relationship.

When the healing finally begins, it's faltering and unsure, the stuff of human beings, not fairy tales. Yet it feels like a burden being lifted, all the same. There Division closes, metaphor, story, and anthology: peering into what it is that makes us human, and in spite (because?) of all our faults, still finding magic.

(Disclaimer: this review was written based on a review copy provided by the author.)

Wednesday, February 11, 2015

In praise of counterfactuals

“Look, just, say for the sake of argument that anthropogenic climate change is real,” he says. “Would you support government spending to combat it then?”

There’s the temptation, of course, to reply that the question is nonsense because Andrew Wakefield proved in 1998 that the planet is actually cooling by two degrees every year; hell, he published a paper and everything. But once you’ve done that (as is probably best with trolls like this fellow you’re arguing with), there’s personal value in taking the question seriously.

It’s a yes-or-no question, admitting two obvious strains of answer: “Even if it were so, that wouldn’t change anything”, and “Well in that case of course things would be different”. Those, by themselves, are boring, a pre-packaged answer recited in two seconds.

The exciting part is getting to ask Why?.


Credit: kevron2001 / deviantArt

I sat down to write a blog post about the ethics/pragmatics of particular kinds of rhetoric. (Implicit versus explicit universal quantifiers, if you care. It’s beside the point, because as I’m going to reveal below, I got sidetracked.)

I got sidetracked.

The post was going to open with “For the purposes of this post, I’m going to start from the assumption that X is inappropriate in context Y”, hedging this point specifically because “X is inappropriate in context Y” is contentious, but it’s awfully impractical to prepend “and so assuming so-and-so...” to the beginning of every sentence so, ugh, why not get it over with.

It’s a little like picking a scientific paradigm, an article of faith, an axiom system. You want to make a point in a context. It’s hardly unusual; the vast majority of arguments are built upon some kind of premise.

Picking your premises is like picking a scientific paradigm in the sense of Lakatos: your argument exists within a programme of thinkers building a shared body of understanding in the context of a socially agreed collection of base assumptions. “Phlogiston explains everything.” “Electrons orbit nuclei like planets around stars.” “Central planning produces better results than markets.” “Markets produce better results than central planning.” “Gender is performative.” “Improving the plight of our country’s poor is more important than other countries’.” You take your base beliefs and you do important work with others who share them.