shoujocowboy:

hrathe3rd:

kristsune:

punsbulletsandpointythings:

poplitealqueen:

jvlianbashir:

why do people try to pit star wars and star trek against each other when we all know damn well jim kirk would be all over that psychic twink with a laser sword

OP you are so wise

The meeting of James. T. Kirk and Obi-Wan “Always Fucking Flirting” Kenobi would be AMAZING.

@shoujocowboy

this is EXACTLY the wars v. trek discourse i wanted on my dashboard

Once, I encountered the funny story of an AI image descriptor with a sheep obsession. It had been trained on pictures of fields of sheep. Therefore, it tagged anything in a field as ‘sheep’, including an empty field, because they work on statistical probability. Therefore, it thinks “ah, a field! there’s probably a sheep here.” (It’s a bit more complicated but basically that.) It also couldn’t recognise sheep in places that weren’t fields, such as petrol stations or barns. [cont]

garbage-empress:

crazy-pages:

crazy-pages:

retroactivebakeries:

oneiroteuthis:

lauralot89:

Now, the alarming aspect of this story is that the very same technology is probably what tumblr is using to identify porn. Now, if it can’t tell that an empty field is not, in fact, full of sheep, what hope do we have that it can’t tell an empty room isn’t full of writing human forms engaged in passionate coitus?

this really does sound like an episode of black mirror

But wait, it’s even weirder than that!

This is gonna produce some absolutely baffling pornography.

…. oh my fucking god they actually are using open source software. They’re using a fucking one-layer unidirectional bicategory tag-trained neural network. This will never work. Literally, it will never work. There’s just not enough algorithmic complexity to do what they’re asking of it. I bet you I could prove on a mathematical level that this joke of a neural net fundamentally lacks the abstraction necessary to do its job.

This will never get better. Their algorithm will never stop fucking up, it will never actually flag porn reliably and it will always require a massive quantity of human hours to deal with the deluge of mistagged pictures. This isn’t just a case of an insufficiently trained algorithm, it’s just … this is the most basic neural network you can make. It probably hasa a lot of neurons and has loads of training data but like … you can’t just brute force this kind of stuff. One layer of neurons is just Not Enough.

Also, just to make this clear, Tumblr lied. I mean, we already know this, but I mean they liiiieeeeed. All that stuff they promised about what would or would not be censored? That cannot be delivered on with a system this simple. Nude classical sculptures, political protests, male-presenting nipples (really Tumblr?), nude art outside the context of sex, all that? You cannot train a bicategory one-layer neural network to exclude those things. It cannot be done. Tumblr never intended for those things to actually be permitted, they were just lying. Because the system they have cannot actually do what they said it would and never will be able to.

Also, this kind of system is super vulnerable to counter-neural strategies. I bet you before the end of the month someone hooks up their own open source one layer bicategory neural network which puts an imperceptible (to humans) layer of patterned static over arbitrary images, and trains it by having it bot-post static-ed images to Tumblr and reinforcing based on whether the images are labeled nsfw or sfw. Seriously, within a month someone will have an input-output machine which can turn any image ‘sfw’ in Tumblr’s eyes.

This is genuinely pathetic. Like, I have real pity for whoever implemented this, because it’s clear Tumblr doesn’t actually have any engineers with any expertise with machine learning left at all and they foisted the job off on some poor bastard who has no idea what they’re doing and is going to get all kinds of flak for their (perfectly reasonable and predetermined) failure from management.

As has been pointed out before, there are no humans behind this at all. The review process just reruns either the same algorithm or another algorithm, but people have posted screen shots showing obviously SFW pictures that were still deemed NSFW on review, despite the fact that any human, no matter how overworked / tired would have seen that these pictures were not porn.

greycloudsandlinings:

vladdies:

vladdies:

have y’all seen that nasa pic of the earth with the sun behind it on the night time side it really really fucked me up my own soul became solid and like………….. weeped!

who wouldn’t see this and then look deeply into their own emotional playing field to see what improvements could be made purely inspired by the vulnerable earth. this is the face of all literal gods

That’s actually called the Overview Effect– something experienced by some astronauts that makes them see that “from space, national boundaries vanish, the conflicts that divide people become less important, and the need to create a planetary society with the united will to protect this “pale blue dot” becomes both obvious and imperative”.

use comic sans to write

arahir:

arahir:

i hate this so much but this knowledge is too powerful to keep from you all.

last night @phaltu discovered that setting your font to comic sans in google docs improves writing speed and creativity by an insane amount. “no” i said and “die” but then i tried it and god. i wish it wasn’t this way. i wish it wasn’t true. i wish i could protect you all from this but it’s real. 

something about this font is so disarming. something about this font lets you look past the shape of the words and into their soul. i’ve never written so much as i did last night, on my phone, at 2am, in comic sans.

if you have writer’s block. if you lack inspiration. if you need this. don’t be afraid to use it. sometimes the things we find most horrifying are also the things we need the most. trust me. let comic sans into your life.

image

it’s true