dylan baker

@dylnbkr.bsky.social

Lead research engineer @dairinstitute.bsky.social, social dancer, aspirational post-apocalyptic gardener 🏳️‍🌈😷 I run workshops @dairfutures.bsky.social. Always imagining otherwise. they/he

It's union or bust, folks. This is expensive, we need taxes to make it happen. This is labor-led, we need need labor power to make it happen. Same dynamic in primary and secondary ed, in hospitals, in libraries, in childcare, etc etc

Benjamín Schultz-Figueroa@benjaminschultzfig.bsky.social · 3w ago

A really interesting piece on reducing AI cheating in the classroom from a Professor of English and former Dean of Humanities at University of Utah. The solutions? Smaller classes, lower teaching loads for faculty, and in-person classes.

"Ok I know about all these harms of generative AI. But what about when their coding tools are actually useful? I built this amazing thing that wouldn't have existed otherwise, what do you think about that?" I've had a lot of these conversations with socially-aware engineers and I have thoughts: 🧵

Reading a lot of speculative fiction where the preface is like "we must tell our own stories of hope, activism is world-building" and then the stories are like "yes, the plague after the fourth nuclear war had worsened the racism in Impoverishment City. But we never stopped dancing."

Super excited to be speaking tomorrow at my alma mater! axl.hmc.edu/conference.h... The keynote I'll be giving is a talk I've been developing for quite a while— phrases like "AI Ethics" have come to mean a *lot* of different things. How do we actually orient ourselves in tech ethics conversations?

Conference 2026 | (Re)Imagining Education in the Age of GenAI

A two-day conference at Harvey Mudd College for faculty, administrators, and students. May 21-22, 2026 in Claremont, CA.

axl.hmc.edu

"we know the mechanistic structure of such models because we designed and built them" thank youuuuu

Olivia Guest · Ολίβια Γκεστ@olivia.science · 3mo ago

Preprinted! Been working on this for ~1 year w wonderful coauthors Nancy & Mark: > Understanding Artificial Neural Networks: Mysterianism about Known Mechanism is Mysticism doi.org/10.5281/zeno... Have you noticed many experts say they don't understand AI? What's going on? 🤯 Let us tell you... 1/

Understanding Artificial Neural Networks:
Mysterianism about Known Mechanism is Mysticism
Olivia Guest1,2, Nancy Abigail Nuñez Hernández3, and Mark Blokpoel1,2
1Department of Cognitive Science and Artificial Intelligence, Radboud University, The Netherlands
2Donders Institute for Brain, Cognition, and Behaviour, Radboud University, Nijmegen, The Netherlands
3Facultad de Estudios Superiores Acatlán-Universidad Nacional Autónoma de México, Mexico
Mysterianism is the idea that human cognition, mind, cannot be understood. Taking this
concept and applying it to known mechanism — such that claims are made that we do not
know how engineered systems, such as artificial neural networks (ANNs), work, or that they
constitute black boxes that we can only open with difficulty — is inappropriate at best and
malicious at worst. We do know the mechanistic structure of such models because we designed
and built them. We also do know their functional role (what they are for) as well as the
mathematical function they are asked to approximate (map inputs to target outputs). Because
mysterianist beliefs about known systems, such as ANNs, are often expressed, scientists need
to sit up and take notice. We provide an error theory as to what is going on to help unpick
this metatheoretical blunder. Ultimately, the problem is that ‘understanding’ is not a technical
term in these cases: the word is co-opted for a specific narrative to sell ‘artificial intelligence’
through mystification. All computational systems, from pendulums to databases, will behave
in ways we cannot predict or control — this is not a unique property of ANNs — and experts
do indeed grasp the computational properties of these systems nonetheless.
Keywords: artificial neural networks; mechanism; black box; epistemology; artificial
intelligence; understanding

I wanted to share a blackout poem I made at the last Possible Futures workshop bc it captures how I feel a lot of the time: "I'm often accused of being an optimist, and it's true As angry as I may be As disappointed as I may be My heart is a strategic opening" [excavated from a Reagan speech]

A blackout poem on a torn-out page of a book. The book title at the top of the page is "Speaking My Mind", and the page number is 337. The visible text reads: 

I'm often accused of being an optimist, and it's true
As angry as I may be
As disappointed as I may be
My heart
is
a strategic opening

I'm still thinking about one of my favorite tech demos from SXSW this year. Are you also stressed about the e-waste of single-use vapes getting tossed every day? Turns out, you can turn them into rechargeable, universal tool/e-bike batteries!! Other things are possible ✨ 2ndchancemnd.com

Text from Second Chance's website. It reads:

Our Solution
From Waste to Universal Power Packs
We transform discarded vape batteries into a product line of different universal power packs for consumer electronics that range from 12V to 48V Battery packs. These battery packs are compatible with major tool brands like Milwaukee, DeWalt, and Makita, along with various E-bike and E-Scooter makes and models. Our recycled battery packs deliver the same performance as OEM batteries while keeping harmful waste out of landfills.

01.
Collection
Partner shops collect used vapes in our specialized bins

02.
Processing
Batteries are safely extracted and tested for capacity

03.
Remanufacturing
Quality cells are assembled into tool battery packs

04.
New Life
Power tools, leaf blowers, and more run on recycled energyA booth at sxsw labeled "Second Chance Material & Design". There is a table covered in power tools and large white 3d-printed batteries. There are also two clear plastic bins, one of which contains used vape cartridges (many look like Elf Bars), and another contains many circuit boards.

🔇🔇🔇 On Friday April 17th (9am PDT/5pm CET/7pm EAT), we'll have a virtual event introducing our Refugees, Migrants and AI research program which centers the lived experiences of refugees and migrants and puts power back into their hands🧵 ☘️☘️☘️ Register at www.eventbrite.com/e/refugees-a...

Refugees and AI

Centering the lived experiences of refugees and their power building work in fighting against surveillance technologies.

eventbrite.com

PNW folks, please consider joining us at PDX 350 for an in-person art-making workshop. @dylnbkr.bsky.social and I will lead this event, designed to prompt us to imagine alternative technofutures and be in community at such difficult times. Registration/Info: www.eventbrite.com/e/dair-data-...

DAIR + Data & Society Present: Imagining Possible Futures, Portland

Imagine alternative technofutures with the Distributed AI Research Institute and Data & Society in this free, in-person art-making workshop.

eventbrite.com

I had an experience in a meeting today which showed how old school note taking can actually get you ahead of the game. The meeting involved a document that's about 400 pages long. It's exactly the kind of thing that AI fans would suggest should be summarized by AI. Instead...

Aparna Nair@disabilitystor1.bsky.social · 5mo ago

Too many students are convinced by their own universities, by some of their teachers and professors, and by the AI companies themselves that ‘using ai to study is getting ahead of the game’ But the process they seek to get ahead of is the point.