misogyny

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Below are the slides, audio, and transcripts for my talk ‘”Any Sufficiently Advanced Neglect is Indistinguishable from Malice”: Assumptions and Bias in Algorithmic Systems,’ given at the 21st Conference of the Society for Philosophy and Technology, back in May 2019.

(Cite as: Williams, Damien P. ‘”Any Sufficiently Advanced Neglect is Indistinguishable from Malice”: Assumptions and Bias in Algorithmic Systems;’ talk given at the 21st Conference of the Society for Philosophy and Technology; May 2019)

Now, I’ve got a chapter coming out about this, soon, which I can provide as a preprint draft if you ask, and can be cited as “Constructing Situated and Social Knowledge: Ethical, Sociological, and Phenomenological Factors in Technological Design,” appearing in Philosophy And Engineering: Reimagining Technology And Social Progress. Guru Madhavan, Zachary Pirtle, and David Tomblin, eds. Forthcoming from Springer, 2019. But I wanted to get the words I said in this talk up onto some platforms where people can read them, as soon as possible, for a  couple of reasons.

First, the Current Occupants of the Oval Office have very recently taken the policy position that algorithms can’t be racist, something which they’ve done in direct response to things like Google’s Hate Speech-Detecting AI being biased against black people, and Amazon claiming that its facial recognition can identify fear, without ever accounting for, i dunno, cultural and individual differences in fear expression?

[Free vector image of a white, female-presenting person, from head to torso, with biometric facial recognition patterns on her face; incidentally, go try finding images—even illustrations—of a non-white person in a facial recognition context.]


All these things taken together are what made me finally go ahead and get the transcript of that talk done, and posted, because these are events and policy decisions about which I a) have been speaking and writing for years, and b) have specific inputs and recommendations about, and which are, c) frankly wrongheaded, and outright hateful.

And I want to spend time on it because I think what doesn’t get through in many of our discussions is that it’s not just about how Artificial Intelligence, Machine Learning, or Algorithmic instances get trained, but the processes for how and the cultural environments in which HUMANS are increasingly taught/shown/environmentally encouraged/socialized to think is the “right way” to build and train said systems.

That includes classes and instruction, it includes the institutional culture of the companies, it includes the policy landscape in which decisions about funding and get made, because that drives how people have to talk and write and think about the work they’re doing, and that constrains what they will even attempt to do or even understand.

All of this is cumulative, accreting into institutional epistemologies of algorithm creation. It is a structural and institutional problem.

So here are the Slides:

The Audio:

[Direct Link to Mp3]

And the Transcript is here below the cut:

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(This was originally posted over at Medium, [well parts were originally posted in the newslettter, but], but I wanted it somewhere I could more easily manage.)


Hey.

I just wanna say (and you know who you are): I get you were scared of losing your way of life — the status quo was changing all around you. Suddenly it wasn’t okay anymore to say or do things that the world previously told you were harmless. People who didn’t “feel” like you were suddenly loudly everywhere, and no one just automatically believed what you or those you believed in had to say, anymore. That must have been utterly terrifying.

But here’s the thing: People are really scared now. Not just of obsolescence, or of being ignored. They’re terrified for their lives. They’re not worried about “the world they knew.” They’re worried about whether they’ll be rounded up and put in camps or shot or beaten in the street. Because, you see, many of the people who voted for this, and things like it around the world, see many of us — women, minorities, immigrants, LGBTQIA folks, disabled folks, neurodivergent folks — as less than “real” people, and want to be able to shut us up using whatever means they deem appropriate, including death.

The vice president elect thinks gay people can be “retrained,” and that we should attempt it via the same methods that make us side-eye dog owners. The man tapped to be a key advisor displays and has cultivated an environment of white supremacist hatred. The president-elect is said to be “mulling over” a registry for Muslim people in the country. A registry. Based on your religion.

My own cousin had food thrown at her in a diner, right before the election. And things haven’t exactly gotten better, since then.

Certain hateful elements want many of us dead or silent and “in our place,” now, just as much as ever. And all we want and ask for is equal respect, life, and justice.

I said it on election night and I’ll say it again: there’s no take-backsies, here. I’m speaking to those who actively voted for this, or didn’t actively plant yourselves against it (and you know who you are): You did this. You cultivated it. And I know you did what you thought you had to, but people you love are scared, because their lives are literally in danger, so it’s time to wake up now. It’s time to say “No.”

We’re all worried about jobs and money and “enough,” because that’s what this system was designed to make us worry about. Your Muslim neighbour, your gay neighbour, your trans neighbour, your immigrant neighbour, your NEIGHBOUR IS NOT YOUR ENEMY. The system that tells you to hate and fear them is. And if you bought into that system because you couldn’t help being afraid then I’m sorry, but it’s time to put it down and Wake Up. Find it in yourself to ask forgiveness of yourself and of those you’ve caused mortal terror. If you call yourself Christian, that should ring really familiar. But other faiths (and nonfaiths) know it too.

We do better together. So it’s time to gather up, together, work, together, and say “No,” together.

So snap yourself out of it, and help us. If you’re in the US, please call your representatives, federal and local. Tell them what you want, tell them why you’re scared. Tell them that these people don’t represent our values and the world we wish to see:
http://www.house.gov/representatives/find/
http://www.senate.gov/senators/contact/

Because this, right here, is the fundamental difference between fearing the loss of your way of life, and the fear of losing your literal life.

Be with the people you love. Be by their side and raise their voices if they can’t do it for themselves, for whatever reason. Listen to them, and create a space where they feel heard and loved, and where others will listen to them as well.

And when you come around, don’t let your pendulum swing so far that you fault those who can’t move forward, yet. Please remember that there is a large contingent of people who, for many various reasons, cannot be out there protesting. Shaming people who have anxiety, depression, crippling fear of their LIVES, or are trying to not get arrested so their kids can, y’know, EAT FOOD? Doesn’t help.

So show some fucking compassion. Don’t shame those who are tired and scared and just need time to collect themselves. Urge and offer assistance where you can, and try to understand their needs. Just do what you can to help us all believe that we can get through this. We may need to lean extra hard on each other for a while, but we can do this.

You know who you are. We know you didn’t mean to. But this is where we are, now. Shake it off. Start again. We can do this.


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