Amy J. Ko
@amyko.phd
1K followers 50 following 160 posts
Professor @ University of Washington iSchool. Computing, learning, design, justice, kitties, tacos, coffee, gender, politics, and transit. I write at amyjko.medium.com. I maintain wordplay.dev, bookish.press, adminima.app, reciprocal.reviews.
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amyko.phd
I’m off to a Dagstuhl workshop for the week, on creativity, programming, and generative AI. I’m excited to about charting this space with a great group for the week! Apologies in advance for all the slower email replies and other delays. www.dagstuhl.de/seminars/sem...
Dagstuhl Perspectives Workshop 25412: Creativity, GenAI, and Software Development: A Future Together
www.dagstuhl.de
amyko.phd
Submissions x 3
amyko.phd
I had a lovely visit today at Lewis and Clark College, back in my home town. It was great to experience its lovely community, talk about justice work in CS, and connect with students and faculty around the future of CS!
A vista of blue sky, evergreens on the side, and shrubbery, on a sunny day, facing outward from west Portland.
amyko.phd
Oh hi Texas, fuck you again. Love to all the kids and adults harassed and attacked in the coming years. Maybe I’ll join you next year in my trip to Austin. Pee on the capitol, anyone? www.axios.com/local/housto...
Abbott signs Texas "bathroom bill" into law
Texas joins 19 other states with trans bathroom restrictions.
www.axios.com
amyko.phd
Once again, fuck Texas, and love and solidarity to all the Texans resisting its bullshit. www.nytimes.com/2025/09/26/u...
Texas Tech Moves to Limit Academic Discussion to 2 Genders
www.nytimes.com
amyko.phd
In case you haven’t followed along, Erin’s got a nice catalog of recent escalations on trans rights and safety in the US. And I’m feeling it at home.
amyko.phd
They were always going to be bullshit machines; it’s in the architecture. The question continues to be in what contexts a bullshit machine is valuable, rather than destructive, and whether net, those contexts justify the destructive uses. That is ultimately a moral question, not an engineering one.
amyko.phd
The current goal is to implement prior to world cup. We'll see if that actually happens, but at least there's a goal and pressure to reach it: seattletransitblog.com/2025/01/23/o...
seattletransitblog.com
amyko.phd
I think someone might have forgotten to send me my woke mob radical leftist trans terror cell membership card. Is there a meetup? Are there cookies? Can I bring my cat?
amyko.phd
I’ve had so many challenges with that kind of data. Where to store it, who gets access, how to contextualize it if I have context for the cause, when to delete it. Collecting is easy but managing it thoughtfully is hard.
amyko.phd
Good point. Need better training data.
amyko.phd
"crackpot with a bullhorn" track is a great name for the internet and LLMs
amyko.phd
I think there’s a lot of potential in that too, at least as a signal for whoever is deciding whether to compensate. It’ll be fun to play these out for the journal and then share what we learn. I have a list of 80 editors across academia who want to be fast followers if it works.
amyko.phd
The vision at the moment is that a program chair/associate editor would make the final call on whether a reviewer did their job. If it doesn't reach the community defined quality bar, it doesn't get compensated. But this would be up to communities to define and communicate.
amyko.phd
Actually, we are thinking of making a tipping feature :) You like a review, tip a token, and maybe people start aiming for great reviews.
amyko.phd
This is the experiment we're trying next: reciprocal.reviews. Earn tokens for reviews by writing adequate quality reviews, spend them on submissions. Earn the privilege to publish. We're at 70% on the beta, and should launch an ACM TOCE pilot next year some time.
reciprocal.reviews
amyko.phd
So lame. And agreed on training; I've built a lot of these trainings for conferences, and the invested folks engage and follow them. But the unaccountable, uninvested ones don't. I think that goes back to the lack of accountability. And then folks like you get punished for their irresponsibility :(
amyko.phd
That's super hard to do when there are too many papers, not enough reviewers, and no accountability for writing reviews within the bounds of a community's norms. Seems like we should be focusing on how to make more invested reviewers than how to map a shrinking set of invested people to each other.
amyko.phd
Incentives for review quality are incredibly weak: near complete anonymity means no accountability, reviewing needs mean no leverage over review quality, and institutions elevate writing over reading. The only way to disrupt that is to change incentives. There are lots of ways to do that.
amyko.phd
Lots of reasons to be skeptical about content like this (bothsidesism, platforming, and cringey terminology), but I like how it scaffolded perspective taking, organically centered love, and modeled openness to listening and learning. youtu.be/mQlarHFPoaM?...
Transgender: A Transitioned Woman and a MAGA Mama
YouTube video by The Enemies Project
youtu.be
amyko.phd
iSchools are a great start! We've been training hybrid scholars of this kind for more than two decades. Every university should have one; more than 130 universities do already. As a computer scientist who stumbled into one, it's been transformative for me.