Sign in

Matt Lincoln

@mdlincoln.bsky.social
706 followers 293 following 107 posts

Software and data engineering leader; art historian; Victoria's Secret Model and Part-Time Parachute 🏳️‍🌈 he/him

PostsRepliesMedia
Reposted by Matt Lincoln
Noah Weinberger @noahweinberger2003.bsky.social · 01/10/2026
Frogandtoad.ai This is beautiful
frogandtoad.ai
Frog and Toad and the Increasingly Capable Machines
Frog and Toad face the most modern of challenges
034
Reposted by Matt Lincoln
katie mackinnon @ktmac.bsky.social · 30/09/2026
🍂 If you’re looking for some fall reading, may I recommend the amazing new scholarship published in a second batch of articles from our big special issue on AI and Archives with @universitypress.cambridge.org Forum on AI: Culture and Society.
173
Reposted by Matt Lincoln
Brandon Downey @bdowney.bsky.social · 29/09/2026
Imagine if tools did what their users wanted, rather than some of the wealthiest corporations in the history of human capitalism. PS Infosec works by making tools broadly available for the public to defend itself, not by a priesthood who gets to anoint things as safe.
anthropic.com
GLM-5.3 and the spread of advanced cyber capabilities
GLM-5.3 can autonomously build end-to-end cyber exploits, but unlike other frontier models, it was released without meaningful safeguards to limit misuse.
2415
Matt Lincoln @mdlincoln.bsky.social · 28/09/2026
been drafting a talk for next month that is basically “why has there been no great image collections software?” and really thought I’d get away without mentioning AI at all, but…
230
Reposted by Matt Lincoln
yaoi gagarin @mel.bzky.team · 26/09/2026
queen victoria told me the northwest passage keeps eating her poorly planned expeditions so i asked how many expeditions she has and she said she just goes to the royal academy and gets a new afterwards so i said it sounds like shes just feeding ships to the ice and then prince albert started crying
423896
Reposted by Matt Lincoln
Ed @ed3d.net · 25/09/2026
this is largely compatible with my own "AGI has been achieved but have you seen a natural general intelligence lately"
1171
Reposted by Matt Lincoln
scott b. weingart @scottbot.net · 22/09/2026
Join my team! Help us figure out how to be as careful stewards of today's born-digital archives of state as we've been for physical archives over the last 200 years. Seeking experience in digital archives/collections/preservation, or related cultural heritage work. Due 10/6. Up to $91k.
jobs.virginia.gov
Born-Digital Collections Coordinator #00220 - Richmond, Virginia, United States
Title: Born-Digital Collections Coordinator #00220 State Role Title: Library Specialist III Hiring Range: Commensurate with experience up to $91,080 Pay Band: 5 Agency: The Library of Virginia Locatio...
27273
Reposted by Matt Lincoln
BeijingPalmer @beijingpalmer.bsky.social · 24/09/2026
I believe that AI, like any other tool, can and will generate art when used interestingly, and also that almost nobody is using it interestingly yet
5033930
Reposted by Matt Lincoln
mechazany @mechamcscringle.bsky.social · 20/09/2026
Ghost in the Shell 1995 garbage man who’s ghost hacked with falsified memories of having a family while lovingly reminiscing on them out loud
3570641862
Reposted by Matt Lincoln
Ted Underwood @tedunderwood.com · 25/06/2026
Meanwhile memory chips are increasing in price so fast that by the time Neuromancer comes out this fall you will *actually* be able to get killed in Chiba City for 3 MB of hot RAM.
10905206
Reposted by Matt Lincoln
TekknoNerd - Commissions open @tekknonerd.bsky.social · 18/09/2026
Voyager, walking on those tiny legs.
13868732178
Reposted by Matt Lincoln
ceej @ceej.online · 31/07/2026
ANTHROPIC: Our son loves humanity and for the low price of trillions and trillions of dollars will usher in an era of unprecedented peace and prosperity! OPENAI: Our horrible oafish son is hacking web sites without our permission. ANTHROPIC: (eyes narrowing) Our son is also evil
3666171246
Reposted by Matt Lincoln
♍ Bee 🐝 @sweetbee.vip · 10/09/2026
abliterate me like one of your qwen models
1657
Reposted by Matt Lincoln
conputer dipshit @davidcrespo.bsky.social · 05/09/2026
got sidetracked talking about a cool thing I made (engineer’s curse) but I have more to say about what’s going on here. 6k line slop PRs and walls of junky text norms are in flux. managers and tech leads need to figure out their role in norm formation
lobste.rs
Surviving Code Reviews in the era of AI
80 comments
3363
Reposted by Matt Lincoln
mr. TIM @timkellogg.me · 09/08/2026
whaaaaat?? This would let you switch models in a conversation without killing the cache, no cost hit crazy arxiv.org/abs/2608.03893
arxiv.org
Cross-Model KV Cache Transfer in LLM Families: A Closed-Form Linear Mapping for Prefill Reuse
Production deployments often swap between different-sized models in a family for cost-quality cascading, mid-conversation switching, and routing, and each swap forces the receiver to repay the prefill...
101579
Reposted by Matt Lincoln
Ed @ed3d.net · 06/08/2026
LLMs shall be a reckoning for a lot of developers who thought being clever was their ticket because the answer is now to take a really big hammer and point in a straight line and start pounding in tentpegs 'til you get to the goal This will be bad for one's satisfaction but probably good on net
81235
Reposted by Matt Lincoln
SE Gyges @segyges.bsky.social · 23/07/2026
a huge chunk of the top talent IN AMERICA is first- or second-generation and from china. the only reason china doesn't completely dominate us here is that american immigration policy is very good at stealing their best research staff. it's a good thing nobody's changing that!
624030
Reposted by Matt Lincoln
SE Gyges @segyges.bsky.social · 23/07/2026
surely the *checks notes* country of china is short on *checks notes* engineers and mathematicians and could not possibly compete at the engineering and applied mathematics field *touches earpiece* hold on, i'm getting new information bsky.app/profile/segy...
220021
Reposted by Matt Lincoln
Laura K. Nelson @lauraknelson.bsky.social · 17/07/2026
I'm once again begging everyone to update their priors. "ChatGPT is not a search engine." Yes, yes it is. It actively searches the web based on your prompt, and returns active links relevant to your search/prompt. It's a search engine. It is. (Obvs don't use it that way if that's not your thing)
1216519
Matt Lincoln @mdlincoln.bsky.social · 14/07/2026
I knew this data format was old, but this is ridiculous
A stone ruin with the letters MARC visible carved into it.
38127
Matt Lincoln @mdlincoln.bsky.social · 03/07/2026
seeing the new Odyssey film in its intended format
The side of a bus with an ad in dark blue and red for the Odyssey, but it is written entirely in Greek
010
Matt Lincoln @mdlincoln.bsky.social · 01/07/2026
I still revisit this book every three years or so and it always has something new for me.
110
Reposted by Matt Lincoln
Jared Pechaček @vandroidhelsing.bsky.social · 08/06/2026
oof sorry, unfollowing now. loved his unique take on religion. had no idea he refused to send troops to Tunip, though Tunip his city wept and its tears flowed and there was no grasping of its hand
A sculpture of Akhenaten, pharaoh of Egypt
641074
Reposted by Matt Lincoln
Matt Baume 🏳️‍🌈 @mattbaume.bsky.social · 10/06/2026
Happy Pride to this Caravaggio self-portrait that made one man so gay he had to go to the hospital
Caravaggio's Baccus painting, featuring a lush fruity spread and leaves bedecking a pasty twink who only works out his armsArticle screenshot that says:

The most extreme examples of
Stendhal syndrome share a sensation of
self-fragmentation. Magherini
describes the case of a 53-year-old
German man who was hospitalized
after repeatedly viewing Caravaggio's
Bacchus at Uffizi Gallery. The patient
felt "an attraction closer and closer to
an intimate sexual arousal of
ambiguous nature that invaded him
and made him feel good and bad."
Unmoored and distressed, he sought
medical attention. After treating the
subject's initial episode, Magherini
writes that he came to recognize his
latent homosexuality. Another case...
123138634855
Reposted by Matt Lincoln
rev. howard arson @theophite.bsky.social · 05/06/2026
one major asymmetry is the way in which defection from the party consensus at the left edge of the party is considered betrayal because it's principed, but defection from the consensus at the right edge of the party is trustworthy because it is presumed to be a dishonest appeal to moderates.
531838
Matt Lincoln @mdlincoln.bsky.social · 04/06/2026
Kim Stanley Robinson’s MARS TRILOGY predictions continue to hold
000
Reposted by Matt Lincoln
𝕋𝕙𝕖 ℍ𝕚𝕤𝕥🎃𝕣𝕪 𝕠𝕗 ℂ𝕙𝕚𝕟𝕒 ℙ💀𝕕𝕔𝕒𝕤𝕥 @thoc.bsky.social · 02/06/2026
One of the issues here is that the series, “A Remembrance of Earth’s Past” isn’t structured really like a sci-fi series. Rather, it’s structured & written like a Chinese epic romance, which is pretty much what it’s trying to be, & that’s a tall ask for most non-Chinese readers.
4855
Reposted by Matt Lincoln
Bassano @bassano.bsky.social · 28/05/2026
Vermeer’s Girl With The Pearl Earring will be shown in Osaka, later this year, and the press conference was as Japanese as you’d expect #Vermeer
A Japanese mascot dressed as Vermeer’s Girl With The Pearl Earring in front of a promotional poster for the same at a press conference in Japan
130198284937
Matt Lincoln @mdlincoln.bsky.social · 23/05/2026
Henge epistemology has reached Hacker News victoriaritvo.com/blog/hengefi... @onceatrophic.bsky.social who says DH is dead?
victoriaritvo.com
Hengefinder: Finding When the Sun Aligns With Your Street
120
Reposted by Matt Lincoln
Tobias Wilson-Bates @phdhurtbrain.bsky.social · 22/05/2026
Maxwell’s Demon: *ignoring entropy Me: ah-ha! But you CANNOT ignore entropy because you must store information! Maxwell’s Demon: *performs demon magic on the information bc he is a demon and is unconstrained by logic Me: well, nevertheless
2172
Matt Lincoln @mdlincoln.bsky.social · 21/05/2026
Yet another example that "chat" is just one UI for LLM usage, and usually not the right one for a lot of expert applications!
040
Reposted by Matt Lincoln
Bryan Hilley @bbhilley.bsky.social · 16/05/2026
That feeling when you see a Brancusi
Pictures of a joyous Nicole Kidman celebrating post divorce from Tom Cruise
2204
Reposted by Matt Lincoln
Mark J. Nelson @mm-jj-nn.bsky.social · 09/05/2026
Not a new observation, but I think discussion of AI + entry-level jobs could better account for entry-level *tech* jobs being a uniquely weird case. Partly that LLMs are especially good at entry-level coding, but also that there was a *massive* increase in new graduates that no other field had.
Time-series graph of CS+CE+I majors from the CRA Taulbee survey, showing increase from just over 50,000 in 2007-2008 to just under 250,000 in 2023-2024.
4322
Reposted by Matt Lincoln
Ingrid Burrington @lifewinning.com · 23/04/2026
New critical minerals projects just dropped, ty Jessica for doing a thread
164
Reposted by Matt Lincoln
Ted Underwood @tedunderwood.com · 23/04/2026
People have way over-indexed on the 2023-era view that AI companies want to “train on your data” because human authenticity is scarce and precious. I promise I’m not saying corps are beneficent when I say that a random collection of files and social media posts has at this point small value.
1016616
Reposted by Matt Lincoln
Tobias Wilson-Bates @phdhurtbrain.bsky.social · 22/04/2026
A lot of the new tools and processes appear to work best when an expert in the process being completed supervises or partners with one of these generative tools. That is not a useful classroom tool for most early or intermediate learners.
1113
Reposted by Matt Lincoln
D Fletcher Dunham @dfdunham.bsky.social · 20/04/2026
How not to display art, by Michael Govan
6398
Reposted by Matt Lincoln
Jaws Slayer 🎃 @jesawyer.bsky.social · 16/04/2026
i like most of the photography youtubers but i've found someone i do not like.
Guy looking at a photo of Andy Warhol holding a Minox 35EL with a flash.  Guy is saying, "What the ___ is this? Who is this person?"Photo of an old 35mm camera with a large flash.  Subtitle: "[If] your flash is larger than your camera, you've got something [wrong]"Back to looking at the photo.  Guy is saying, "A Minox. Why wouldn't you just use an SLR?"The guy.  Subtitle:

He's the guy that paints soup.
What an absolutely ridiculous setup.
1243317
Matt Lincoln @mdlincoln.bsky.social · 15/04/2026
After four awesome years at ITHAKA / JSTOR, I’m taking a needed two week staycation before starting an exciting new gig. The last two days were about household chores, but today is being spent enjoying this stunning Nancy Graves at the @bampfa.bsky.social
A detail of a painting by Nancy Graves showing an abstract sea of shimmering colored dots that form quasi organic shapes
470
Reposted by Matt Lincoln
Brandon Walsh @walshbr.bsky.social · 11/04/2026
If you’re teaching DH right now, how are you thinking about your students’ relationship to generative AI? Are you ignoring it? Banning it? Discussing a policy with them first? Encouraging vibe coding? Interested to see how educators across the continuum of opinions are managing it.
202612
Reposted by Matt Lincoln
andy™ @andylevy.net · 11/04/2026
nyx says welcome home
nyx (black cat) sitting on a soundbar watching artemis bobbing in the oceannyx (black cat) sitting on a soundbar looking at me while artemis bobs in the ocean
161306158
Reposted by Matt Lincoln
The Dude Replies @rawse.bsky.social · 11/04/2026
Imagine being in space 30 min ago and now you’re about an hour from In n Out
331855315
Reposted by Matt Lincoln
Sarah Sweet @sarahsweet.bsky.social · 11/04/2026
NASA failed to predict the real splashdown risk.
Tabby stands on hind legs with one paw outstretched toward a TV displaying a capsule above water.
229163832111
Reposted by Matt Lincoln
rev. howard arson @theophite.bsky.social · 08/04/2026
this is something which, plainly, AI cannot do. journalism is by definition out-of-distribution, and even if you presumed that everyone wanted to read more Claudeprose than people already do, "writing up one's findings" is not the primary job a journalist performs!
1546756
Reposted by Matt Lincoln
👻madeline bOoOoOoOodent👻 @oldenoughtosay.com · 08/04/2026
all these universities kept axing medieval history departments as if they thought tyrants beefing with the Pope was going to stop being relevant
84138983541
Reposted by Matt Lincoln
Don Moynihan @donmoyn.bsky.social · 08/04/2026
Coding interviews of technologists who were purged from government under DOGE, and the sense of trauma is really palpable. Compared to the private sector orgs like Amazon, the jobs meant more and the way they were treated was way worse. It "felt like our leadership hated us just for existing."
I just think it's also important to, like, remember how, how bad it was like, as someone said to me recently, like, I don't know whether we'll call this trauma with a capital T or trauma with a lowercase t, but it definitely like it was to have everyone crying in the office all the time. People had so much anxiety that we would kind of like have to take turns working for. The last few months I was there to be like, All right, you can't handle Today. Today. I'm okay. I can handle today, but you might have to handle tomorrow for me, because I might not be able to handle tomorrow. Like, I've never seen such a thing. You know, one of our younger designers had asked, because it was their first job out of grad school. Like, is this what it's like in the private sector too? Because this is so terrible. And someone's response who worked in the private sector was that, no, like, I've been terrible places, like I've worked at Amazon, I've worked other places where they didn't care about us, but we never felt like our leadership hated us just for existing. And that's what those months felt like, like, not our direct leadership, but anyone above that, and especially the highest levels, just hated us for existing, and that was really hard when, like our we had committed our careers to serving the citizens public.
18632210
Reposted by Matt Lincoln
lizardbreath 🦎🪦🎃 @spindlypete.bsky.social · 08/04/2026
losing a war feels way better than i always imagined it would
41908