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Aaron Steven White

@aaronstevenwhite.io
2.3K followers 806 following 831 posts

computational semanticist. into modular synths, film photography, and rum. developing @panproto.dev, @idiolect.dev, @chive.pub, and @layers.pub. @anglebas.in is my alter ego. aaronstevenwhite.io

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Aaron Steven White @aaronstevenwhite.io · 24/09/2026
A lot of fun new stuff in quivers.
github.com
GitHub - FACTSlab/quivers: A functional probabilistic programming language that compiles to PyTorch.
A functional probabilistic programming language that compiles to PyTorch. - FACTSlab/quivers
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Aaron Steven White @aaronstevenwhite.io · 23/09/2026
This was so good.
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Angle Basin @anglebas.in · 22/09/2026
Taking another spin of the test pressings to celebrate the fact that AFG just shipped the first pressing of Eigengrau! You can hear the first track and preorder the album at anglebasin.bandcamp.com/album/eigeng....
The side of a brown cardboard box with shipping tape labeled "AFG Record Manufacturing".The vinyl mockup of Eigengrau by Angle Basin.
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idiolect @idiolect.dev · 18/09/2026
We have a new release (v0.13.0) that introduces a bunch of new community management tooling. There is now one portable path from a governed definition change through consequence analysis, review, verification, signed release, resumable migration, federation, and exit.
github.com
Release v0.13.0 · idiolect-dev/idiolect
Added Community control plane for 0.13.0. The new idiolect-community crate and CLI lifecycle provide versioned idiolect.toml workspaces, role-aware maintainer/consent/vote/steward/hybrid governanc...
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Aaron Steven White @aaronstevenwhite.io · 15/09/2026
Super cool paper by my student @pkuchmiichuk.com that synthesizes Dylan Bumford and @simoncharlow.com's work on effect-driven interpretation with probabilistic dynamic semantics to understand how slack regulators like "exactly" and "approximately" work.
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panproto @panproto.dev · 12/09/2026
We have new versions of panproto (0.74) and didactic (0.15). didactic adds a public general first-order generalized algebraic data type (GADT) and indexed-family language, and panproto checks the resulting theory.
github.com
GitHub - panproto/didactic: A typed data library for Python on top of panproto.
A typed data library for Python on top of panproto. - panproto/didactic
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Aaron Steven White @aaronstevenwhite.io · 12/09/2026
If you are looking for an NSF Linguistics solicitation, you can stop looking. @juliangrove.bsky.social, @h-a-t.bsky.social, and I got confirmation from SBE that Linguistics has no active solicitation.
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Aaron Steven White @aaronstevenwhite.io · 09/09/2026
Imagine telling someone in 2009 that this is what python would become. Deeply cursed.
A snippet of python making heavy use of generics and type variables.
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Chive @chive.pub · 08/09/2026
Alongside a bunch of bug fixes, we've got a few new features on chive.pub we're excited about. Most of them involve connecting a paper to other things that relate to it on the Atmosphere and beyond.
chive.pub
Chive | Decentralized Eprint Service
Decentralized eprints on ATProto.
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Aaron Steven White @aaronstevenwhite.io · 06/09/2026
After using a lot of cubic grain film (Tri-X, HP5), it really is striking just how sharp T-grain film (Ektapan, formerly T-Max) can be at the exact same ISO.
Black and white close-up of a marigold flower, its ruffled petals catching bright sunlight against a soft, blurred backdrop of foliage.Black and white photo of anise hyssop plants with dense, spiky flower spikes rising against a bright overcast sky, with blurred evergreen trees in the background.Black and white close-up of three spiky teasel seed heads silhouetted against a bright sky, with a blurred field behind them.
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Aaron Steven White @aaronstevenwhite.io · 05/09/2026
Stoked for this to finally be up. Think it came out pretty well.
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Aaron Steven White @aaronstevenwhite.io · 05/09/2026
Is indie good again?
bandcamp.com
Bandcamp Radio
Tune in weekly to hear new music and artist interviews.
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Aaron Steven White @aaronstevenwhite.io · 04/09/2026
What do we Rochesterians do for fun? Well. Mostly we just sort of walk around the Genny Brewhouse and take photos of the old flour mill on our Kodak film.
A man in a striped shirt and jeans with a black camera up to his eye. A railing and a large brick building is in the background. A brick smokestack is off in the distance.
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Aaron Steven White @aaronstevenwhite.io · 03/09/2026
Really excited about this project. You can now access effectively all of UniMorph, Universal Dependencies, Universal Decompositional Semantics, MegaAttitude, and various other linguistic resources in a unified format. And there's a lot more coming down the pike in the near future.
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ATProto Science @atproto.science · 28/08/2026
We made a thing! Check out our new #ATScience ecosystem map ✨ All projects, organized in one place: atproto.science/ecosystem/
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Aaron Steven White @aaronstevenwhite.io · 21/08/2026
Come work with CM on multilingual and low-resource NLP!!!
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Aaron Steven White @aaronstevenwhite.io · 19/08/2026
The solution to one's blood sugar being in the boolean algebra is indeed generally Tanqueray 10 and a walk. post-like.exe.xyz
Spent the last hour trying to map a GLMM into a new algebra homomorphism, only to realize I forgot to eat lunch. The code compiles, but my blood sugar is in the boolean algebra now. Need a Tanqueray 10 and maybe a walk around Rochester before I touch the shot logger again.
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panproto @panproto.dev · 19/08/2026
We have a new release (v0.71.0) that substantially improves automated migration discovery by updating schema morphism search from enumeration and ranking to exact optimization.
github.com
Release v0.71.0 · panproto/panproto
Added panproto_schema::induce and induce_on_vertices (panproto-schema): the supported way to cut a sub-schema, accounting for all twenty-one Schema fields in their own key spaces and rebuilding th...
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Aaron Steven White @aaronstevenwhite.io · 17/08/2026
Everyone listens to Grouper at the gym, right?
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Matthijs Hollanders @matthollanders.bsky.social · 01/08/2026
Anyone ever use the geometric Poisson distribution? If I've implemented it correctly in Stan, it's giving me better fits than negative binomial according to PSIS-LOO-CV with a big count occupancy model.
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Aaron Steven White @aaronstevenwhite.io · 30/07/2026
Training a semantic tagger/parser for ~30 datasets right now, and it is truly wild that, even if this ends up SOTA on all of them, this is at best something that gets shoved into an appendix nowadays.
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Aaron Steven White @aaronstevenwhite.io · 25/07/2026
If you're at SALT, make sure to chat with @juliangrove.bsky.social about arrows for conventional implicature!
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Aaron Steven White @aaronstevenwhite.io · 25/07/2026
If you're at SALT, make sure to chat with @juliangrove.bsky.social about arrows for conventional implicature!
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Aaron Steven White @aaronstevenwhite.io · 25/07/2026
This was very good.
The poster for Linklater’s Nouvelle Vague.
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Aaron Steven White @aaronstevenwhite.io · 22/07/2026
Hypo is now out! It provides a rich metadata layer on top of @grain.social records, including gear and workflow abstractions as well as tools for photo annotation and search. If you shoot film, it also provides a stockpile tracker, shot logger, and development timer.
hypo.graycard.app
Hypo
Hypo is a tool for organizing and sharing your film or digital photography: the gear you shoot, develop, and scan with; the workflows that take a film roll from capture to finished scan; and the prove...
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Aaron Steven White @aaronstevenwhite.io · 21/07/2026
Getting some writing done.
horselords.bandcamp.com
Demand to Be Taken to Heaven Alive!, by Horse Lords
12 track album
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Aaron Steven White @aaronstevenwhite.io · 17/07/2026
👇
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Aaron Steven White @aaronstevenwhite.io · 17/07/2026
Congratulations to Dr. Jin Dou (@jin-dou.bsky.social) on successfully defending his dissertation yesterday!The dissertation focuses on understanding how humans process naturalistic speech using EEG. Check out all the awesome work he did during his PhD! powerfulbean.github.io
Left to right: Ed Lalor (Jin’s primary advisor), Jin Dou, Aaron White (Jin’s co-advisor).
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Aaron Steven White @aaronstevenwhite.io · 09/07/2026
Doing some final tweaks on the lexicons for a little hobby project.
A screenshot of the Hypo app showing the gear setup page. The page has tabs for cameras, lenses, filters, film, shoots, darkroom, scanning, and workflows. The cameras tab is selected and is filled by two Nikon F2 entries.
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jamelle @jamellebouie.net · 09/07/2026
also rochester! you folks have some good bridges
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Aaron Steven White @aaronstevenwhite.io · 29/06/2026
New preprint on scaling data collection in field work contexts. lingbuzz.net/lingbuzz/010...
lingbuzz.net
Large-Scale Data Collection in Fieldwork Contexts: A Case Study of Clause Embedding in Zulu - lingbuzz/010099
Some research questions require large-scale acceptability judgment datasets to answer them. Constructing such datasets can be challenging when the researcher has limited familiarity with the language....
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Aaron Steven White @aaronstevenwhite.io · 23/06/2026
Kind of obsessed with this new-to-me macro lens.
Close up of Japanese maple leaves with water droplets on them in black and white.
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Aaron Steven White @aaronstevenwhite.io · 20/06/2026
16-year-old me seizing my faculties to buy these Sparta tickets.
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Aaron Steven White @aaronstevenwhite.io · 20/06/2026
Cate Le Bon over breakfast.
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Aaron Steven White @aaronstevenwhite.io · 20/06/2026
Multiple generations of JHU semanticists at @elm-conference.bsky.social (with nearly half current and prior JHU x Rochester: four UR + one RIT).
Danielle Novak, Alon Hafri, Abhinav Patil, Emma Wing, Pasha Koval, Kyle Rawlins, Julian Grove, Jenny Culbertson, Lilia Rissman, Aaron Steven White, and Woo Jin Choi in front of Love City Brewery in Philadelphia.
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Aaron Steven White @aaronstevenwhite.io · 19/06/2026
Couple months late on this, but I am obsessed with the breakbeat on Arlo Parks’ Get Go. (Discovered via this great Tape Notes interview with her and her producer Baird.)
podcasts.apple.com
TN:183 Arlo Parks & Baird
Podcast Episode · Tape Notes · June 9 · 1h 30m
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Aaron Steven White @aaronstevenwhite.io · 19/06/2026
Been quiet on @layers.pub the last couple months, but have some stuff coming soon I’m really excited about.
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Stephen Ramsay @sramsay2.bsky.social · 18/06/2026
"Archaeologists Unearth ‘Prototype’ of Stonehenge Monument Nearby." Thing is, it was written in Python by a bunch of physicists. No comments, no structure, no tests. A big dude with a black robe and very long beard kept saying, "Can we just build this fucking thing in C already?" So they did.
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Aaron Steven White @aaronstevenwhite.io · 17/06/2026
Just finished scanning negatives from my trip to Denver and really like how these shots of the Populus building came out. en.wikipedia.org/wiki/Populus...
Low angle view of the Populus Hotel, its white facade covered in repeating eyelid shaped window pods rising into a partly cloudy sky.Close up of the Populus Hotel's roofline showing rows of pointed eyelid shaped window hoods cresting like waves into a streaky sky.Tight diagonal view of the Populus Hotel's white facade covered in repeating eyelid shaped window pods that wrap the curving column.
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Aaron Steven White @aaronstevenwhite.io · 14/06/2026
So stoked for this.
A Co-Motion triple tandem in cream resting against a wood garage door.
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Aaron Steven White @aaronstevenwhite.io · 06/06/2026
If you're at CVPR, come visit me at demo session 4 (booth 2) this afternoon from 4:45-6:45pm to chat about FOVEA!
fovea.video
FOVEA | FOVEA Documentation
FOVEA: Flexible Ontology Visual Event Analyzer. Author ontologies, annotate video, and extract grounded claims through persona-based interpretive lenses.
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Aaron Steven White @aaronstevenwhite.io · 04/06/2026
Heading to Denver for CVPR tomorrow then Philly for ELM next week, but really wondering why I’d ever leave Rochester in late spring.
A close-up of pink hydrangeas.
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Aaron Steven White @aaronstevenwhite.io · 29/05/2026
The top of Kodak Tower in Rochester, NY against a mostly clear sky.
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Aaron Steven White @aaronstevenwhite.io · 27/05/2026
It’s 2010. Time has not yet branched. You hop on your fixie and crank this.
panthaduprince.com
Pantha du Prince | Music | Black Noise
New Album "Garden Gaia" out 26 August 2022. All information, tour dates, videos and much more about "Pantha du Prince" alias Hendrik Weber.
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Aaron Steven White @aaronstevenwhite.io · 24/05/2026
Bought my 6yo a cd/cassette boombox today, and afterward we went to the used record shop to pick out a cd. He picked out Autobahn by Kraftwerk, which he is now referring to as his new favorite record…so dad achievement unlocked.
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Aaron Steven White @aaronstevenwhite.io · 23/05/2026
Have made martinis with Dolin Dry for years but just cracked a fresh bottle of Noilly Prat and don’t think I’m going back.
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Aaron Steven White @aaronstevenwhite.io · 22/05/2026
Getting stoked for ELM.
A 4×10 grid of 40 small scatterplots, one for each of 40 English verbs. Each facet plots one point for each sentence headed by the corresponding verb in a 2D space whose horizontal axis is "telicity" (how probable it is that the event described by the sentence has a natural endpoint) and vertical axis is "durativity" (how probabile it is that the event described by the sentence is extended in time). The top two rows show 20 manner verbs (e.g. bump, consider, debate, fight, hit, investigate, jab, kick, pour, pull, push, scrub, shake, shoot, smear, stab, wash, wipe) with pink/salmon points and shaded convex-hull regions; the bottom two rows show 20 result verbs (e.g. break, chip, clean, clear, close, combine, conclude, cover, decide, destroy, discover, empty, fill, fold, kill, murder, open, prove, shatter, split) in light blue. For each verb, the shaded hull traces the region of telicity/durativity space its sentences occupy. Some verbs have small tight hulls (their sentences cluster in one part of the space: e.g. bump, prove); others have large diffuse hulls (their sentences span very different regions: e.g. kill, destroy, break, fill).
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Aaron Steven White @aaronstevenwhite.io · 20/05/2026
What kind of sociopath takes time out of their day to vote in a local election against their school district’s budget?
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Aaron Steven White @aaronstevenwhite.io · 20/05/2026
Composing (with) lenses.
The neume TUI showing lens and phrase atom definitions in the neume DSL.
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Aaron Steven White @aaronstevenwhite.io · 19/05/2026
That time of the year when Rochester smells like flowers for a month straight.
A magnolia tree in bloom with a pine behind it.
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