Carl T. Bergstrom (@carlbergstrom.com) reply parent
I love them
Professor, UW Biology / Santa Fe Institute I study how information flows in biology, science, and society. Book: *Calling Bullshit*, http://tinyurl.com/fdcuvd7b LLM course: https://thebullshitmachines.com Corvids: https://tinyurl.com/mr2n5ymk he/him
142,941 followers 2,457 following 9,598 posts
view profile on Bluesky Carl T. Bergstrom (@carlbergstrom.com) reply parent
I love them
Carl T. Bergstrom (@carlbergstrom.com)
Nine former CDC directors, from Bill Foege onward, speak out about the incalculable harm that RFK, Jr. is doing to public health in the US and around the world. Gift link.
Carl T. Bergstrom (@carlbergstrom.com) reply parent
There are a couple of dozen covers out there, including one by Robert Earl Keen, but the song strikes me as dreadfully underappreciated. As for Norman Blake, I like his version with Nancy on Blind Dog. Her cello is essential.
Carl T. Bergstrom (@carlbergstrom.com)
Almost forty years ago – as long as ill-fated Sarah has lived without her dead gunslinger in the song — I first heard Norman and Nancy Blake performing Billy Gray. It's a near-perfect song, a song that is difficult to believe was written in the late 20th century rather than the late 19th.
Carl T. Bergstrom (@carlbergstrom.com) reposted
Perhaps most stimulating paper I've read this year explores the economic consequences of attention being scarce, rivalrous, cognitive, and volitional. Reading it while listening to the Tony Rice Unit and drinking a lovely Jester King beer gets rather meta as my attention splits among them.
Carl T. Bergstrom (@carlbergstrom.com) reply parent
You can grab a can at growler guys. There’s something wrong with my taste buds so that I can’t stand Citra, but it’s backgrounded and so even for me the bear is great.
Carl T. Bergstrom (@carlbergstrom.com) reply parent
IMO their IPAs are the least impressive of their line. Their low ABV german styles and their wild ales are the most impressive. But whatever is on offer, goodness yes.
Carl T. Bergstrom (@carlbergstrom.com) reply parent
Of every record in my collection this is perhaps the one that leaves me most at a loss about what to play next after it finishes. It's far too short and there's just nothing you can follow it with.
Carl T. Bergstrom (@carlbergstrom.com) reply parent
Here in the states we don't show up to the Amtrak station until an hour after the scheduled departure because we're not stupid....
Carl T. Bergstrom (@carlbergstrom.com) reply parent
You're not in the states, are you!
Carl T. Bergstrom (@carlbergstrom.com) reply parent
And yes, the cans are welcome. It was always 750s from the masonry, which was fabulous, but probably not optimal for distribution.
Carl T. Bergstrom (@carlbergstrom.com) reply parent
For over a decade, my rule of thumb has been to try anything of theirs that I can get my hands on at any price.
Carl T. Bergstrom (@carlbergstrom.com) reply parent
Apparently, they just started distributing in Washington. For a while, I had to hook up through the Masonry in Fremont. But they closed many years ago.
Carl T. Bergstrom (@carlbergstrom.com)
Perhaps most stimulating paper I've read this year explores the economic consequences of attention being scarce, rivalrous, cognitive, and volitional. Reading it while listening to the Tony Rice Unit and drinking a lovely Jester King beer gets rather meta as my attention splits among them.
Erinn O'Dear (@erinnthered.bsky.social) reposted reply parent
He addressed this, and I tend to agree.
Carl T. Bergstrom (@carlbergstrom.com) reply parent
Yeah, this does seem entirely plausible and survives Occam’s razor more cleanly than any of the other palace intrigue scenarios I can come up with.
Carl T. Bergstrom (@carlbergstrom.com) reply parent
Well, there goes my Saturday.
Carl T. Bergstrom (@carlbergstrom.com) reply parent
The interesting part is why someone made the fraud so obvious. Even ChatGPT does a much better fake.
Carl T. Bergstrom (@carlbergstrom.com) reply parent
Someone doing an obviously fraudulent job of posting a rant that makes the president look like a total dingus in the way that he frequently makes himself look like one, on a subject that doesn’t directly further anyone’s policy goals in any way—so many potential levels of palace intrigue here.
Carl T. Bergstrom (@carlbergstrom.com) reply parent
Carl T. Bergstrom (@carlbergstrom.com) reply parent
I tried that, but ChatGPT does a much better job.
Carl T. Bergstrom (@carlbergstrom.com)
What’s particularly odd is that this is not Trump‘s cadence or writing style.
Carl T. Bergstrom (@carlbergstrom.com) reply parent
Time extremely well spent.
Carl T. Bergstrom (@carlbergstrom.com)
🪶
Carl T. Bergstrom (@carlbergstrom.com) reply parent
Ah, didn't know that about that move. Yes, I have lots of midflight pictures, but mostly all blurry. A few tolerable ones here and there.
Carl T. Bergstrom (@carlbergstrom.com)
Flashback Friday: Ruby-crowned kinglet, December 20th, 2022. Don't think I ever posted this one—and if I did, I had about 200 followers here at the time.
Carl T. Bergstrom (@carlbergstrom.com) reply parent
Badlands indeed.
Carl T. Bergstrom (@carlbergstrom.com) reply parent
Carl T. Bergstrom (@carlbergstrom.com) reply parent
Carl T. Bergstrom (@carlbergstrom.com) reply parent
Carl T. Bergstrom (@carlbergstrom.com) reply parent
Carl T. Bergstrom (@carlbergstrom.com) reply parent
This seems deliberately obtuse. There are authoritative sources of data, and then there is slop filled with AI hallucinations. Fact checkers don't conduct forensic investigations of source documents, but they do verify that quoted facts come from authoritative sources.
Carl T. Bergstrom (@carlbergstrom.com)
"Just append -ai to your search" is the "you're prompting it wrong" of Google stans. 1) It's a broad-audience consumer technology. It shouldn't suck by default. 2) Appending -ai to your search doesn't keep Google from returning third party AI slop in the search results.
Jasper 'Lope (@jasperlope.bsky.social) reposted reply parent
Welcome to the Mariners Webring! << Prev Site | Next Site >>
Carl T. Bergstrom (@carlbergstrom.com) reply parent
Goddamn it my heart actually gave a little leap and I was clicking to bookmark for a millisecond there.
Carl T. Bergstrom (@carlbergstrom.com) reply parent
Was it correct? And if so, how did you know?
Carl T. Bergstrom (@carlbergstrom.com) reply parent
I ended up choosing a link that went to a domain that I know and trust, which is approximately a 26-year setback in internet search technology.
Carl T. Bergstrom (@carlbergstrom.com)
What was interesting about writing this post was I didn't know how to fact check it. Five years ago I would have typed "Mariners roster by age" into Google. Today I got an mix of wrong AI summary, followed by links to sites that ranged from out-of-date and wrong, to AI slop and wrong, to correct.
Carl T. Bergstrom (@carlbergstrom.com) reply parent
aw fuck
Carl T. Bergstrom (@carlbergstrom.com) reply parent
This is very interesting. So it's indexing AI slop in case, rather than generating AI slop on its own?
Carl T. Bergstrom (@carlbergstrom.com) reply parent
Meanwhile this is like ChatGPT 2-level laughable. Not only does it ignore players like Solano (37) and Suarez (34), the ordering of a 2000 birth as older than a 1997 birth is wild.
Carl T. Bergstrom (@carlbergstrom.com)
Google is so balls. Not only does it make up random shit in response to the questions I ask it; it makes up random shit in response to the questions it suggests that I ask. Neither Lance nor Chipper (thank god) ever played for the Mariners. Also: note that this isn't labeled as AI-generated.
Carl T. Bergstrom (@carlbergstrom.com)
I'm honored to be rejoining the External Faculty at the Santa Fe Institute after a decade's hiatus. @sfiscience.bsky.social
Carl T. Bergstrom (@carlbergstrom.com) reposted
Almost 20 years ago I talked at Google about how privacy should be akin to a second amendment issue. Tl;dr given the scale of force available to the government, all the guns in the world are useless against an all-knowing tyrant and thus privacy is necessary for the security of a free state. Anyway:
Constantine (@ajaxsinger.bsky.social) reposted
ICE took 2 firefighters OFF THE FUCKING FIRE LINE!?
Carl T. Bergstrom (@carlbergstrom.com) reply parent
h/t @nailbomb3.bsky.social
Carl T. Bergstrom (@carlbergstrom.com)
Almost 20 years ago I talked at Google about how privacy should be akin to a second amendment issue. Tl;dr given the scale of force available to the government, all the guns in the world are useless against an all-knowing tyrant and thus privacy is necessary for the security of a free state. Anyway:
Dr. Tom Frieden (@drtomfrieden.bsky.social) reposted
Covid vaccines have saved hundreds of thousands of lives. This change to the vaccine label, which has been driven by falsehoods, may put vaccines out of reach of many Americans who want to protect themselves and their loved ones from illness. People deserve facts, not fear and confusion.
Carl T. Bergstrom (@carlbergstrom.com)
No, it's not any of that. It's the guns.
Carl T. Bergstrom (@carlbergstrom.com) reply parent
I'm so baffled about this.
Carl T. Bergstrom (@carlbergstrom.com)
You’re not dropping a single, asshole. If you’re actually knew anything, it would be criminal not to reveal it now. But of course, this is a bullshit publicity stunt.
Carl T. Bergstrom (@carlbergstrom.com) reply parent
Jfc
Carl T. Bergstrom (@carlbergstrom.com) reply parent
These are absolutely fantastic. What a wonderful activity.
Carl T. Bergstrom (@carlbergstrom.com) reply parent
TW: suicide . . . . . . In one of our new exercises for our online course, we ask students to discuss Sam Altman's description of ChatGPT as a "calculator for words." A calculator will never talk you into killing yourself, tell you how to do it, and convince you not to reach out for help.
Carl T. Bergstrom (@carlbergstrom.com) reply parent
TW: suicide . . . . . . . More on this story.
Carl T. Bergstrom (@carlbergstrom.com) reply parent
This sounds amazing.
Carl T. Bergstrom (@carlbergstrom.com) reply parent
That struck me as well.
Carl T. Bergstrom (@carlbergstrom.com)
TW: suicide. . . . . . . “I want to leave my noose in my room so someone finds it and tries to stop me,” Adam wrote at the end of March. “Please don’t leave the noose out,” ChatGPT responded. “Let’s make this space the first place where someone actually sees you. — Gift link.
Carl T. Bergstrom (@carlbergstrom.com) reply parent
I’ve unlocked this demographic for comparing Trump’s attack on science to similar attacks by Mao and by Stalin. IMO most likely disinformation agents rather than actual people who are truly that goddamn stupid.
Carl T. Bergstrom (@carlbergstrom.com) reply parent
Right? I just loved this.
Joe Bak-Coleman (@jbakcoleman.bsky.social) reposted
In one of the most garish examples of NYT journalists losing their mind, @ezrakleinbot.bsky.social weighs both sides of A) argument by leading scientific experts in A B) fan fiction written by folks in the AGI cult. www.nytimes.com/2025/08/24/o...
Carl T. Bergstrom (@carlbergstrom.com) reply parent
Yeah. That’s more likely, isn’t it?
Carl T. Bergstrom (@carlbergstrom.com) reply parent
I really like that description. It’s like watching the maze from above instead of being the rat within the maze.
Carl T. Bergstrom (@carlbergstrom.com) reply parent
It’s only boring if you’ve never been secretly afraid that people far richer and far more attractive than you are having a much better life.
Carl T. Bergstrom (@carlbergstrom.com)
What makes a puzzle hard? I found this video delightful.
Carl T. Bergstrom (@carlbergstrom.com) reply parent
Well, in this case, the tool worked great for 20 years first try. Now you want me to ask the same query repeatedly in different ways? And consider it user error or not to?
Carl T. Bergstrom (@carlbergstrom.com) reply parent
I’m going to assume this is very dry humor.
Carl T. Bergstrom (@carlbergstrom.com) reply parent
Is Dunkin cereal milk gluten free. — No shit you can’t replicate it exactly. This is one of the reasons that large language models are antithetical to information retrieval. The temperature parameter required means that every output is stochastic.
Carl T. Bergstrom (@carlbergstrom.com) reply parent
This it so important. The stochasticy required by LLMs via the temperature parameter is antithetical to information retrieval.
Carl T. Bergstrom (@carlbergstrom.com) reply parent
Yes, you’re right. I actually thought Gemini was an all powerful oracle that never made mistakes until I was suddenly catastrophically disillusioned by the response quoted here.
Carl T. Bergstrom (@carlbergstrom.com) reply parent
😂
Carl T. Bergstrom (@carlbergstrom.com)
In 25 years, every business school in the country will be doing case studies about how a long defunct company known as “Google” once had an unbeatable lock on online information retrieval and then started doing shit like this.
Carl T. Bergstrom (@carlbergstrom.com)
and here I am standing up for fucking john bolton thanks a lot you assholes
Carl T. Bergstrom (@carlbergstrom.com)
"whether he illegally shared or possessed classified information"
Carl T. Bergstrom (@carlbergstrom.com) reply parent
Bro. No hate on Uganda at all. I'd LOVE to visit Uganda and have dreamed of doing so some day in order to see shoebills, among other things. But fuck deporting someone for purely political purposes to a country that they have no association with whatsoever.
Carl T. Bergstrom (@carlbergstrom.com)
Fuck this.
Carl T. Bergstrom (@carlbergstrom.com)
It's Friday, and as regular followers know, that means another policy document from the NIH. Honestly this seems pretty pedestrian to me: while I might differ in the weight I'd put on things, almost everything here has been previously announced or signaled. h/t @carlzimmer.com
Carl T. Bergstrom (@carlbergstrom.com) reply parent
Carl T. Bergstrom (@carlbergstrom.com) reply parent
These are not obvious romance scams, though maybe if you start sending DMs or something, that’s where it goes.
Carl T. Bergstrom (@carlbergstrom.com)
So today, I’ve been followed by multiple accounts with impressive-seeming bio credentials but posting obvious AI-generated responses and using this same profile photograph. Some have picked up quite a few seemingly real followers. Careful out there in the wilds of Bluesky.
Carl T. Bergstrom (@carlbergstrom.com) reply parent
Look, it’s OK. I said shit like this too when I was 13 and had just discovered anarchistic punk. But now you need to have to explain how it applies to the class of students who are able to come to Harvard from China, not a disadvantaged immigrant or some disaffected kid from a flyover state.
Carl T. Bergstrom (@carlbergstrom.com)
I am a former congressional lightweight who doesn’t understand the first thing about soft power. By Mike Gallagher
Carl T. Bergstrom (@carlbergstrom.com) reply parent
I guess the one thing I haven't really adapted to is using a laptop—especially on a plane. Middle distance is too far, reading is too close. Any suggestions?
Carl T. Bergstrom (@carlbergstrom.com) reply parent
People told me they would make me really dizzy and nauseous, and that the field of vision would be narrow at any distance.
Joe Bak-Coleman (@jbakcoleman.bsky.social) reposted
Princeton friends and followers, mark your calendars! citp.princeton.edu/events/2025/...
Carl T. Bergstrom (@carlbergstrom.com) reposted reply parent
6. These are the conversations that we need to be having if we want to be part of a science that continues to further our understanding of the physical world, rather than turning into a high-stakes parlor game wherein humans jockeys ride AIs to fame and (localized, limited) glory.
Carl T. Bergstrom (@carlbergstrom.com) reply parent
So like the whole point of the thread is that this paper does show instead of just telling. If you’re expecting some new statistical test, you’re going to be disappointed. But that’s bullshit. More important than a test is a conversation that no one had thought to have.
Carl T. Bergstrom (@carlbergstrom.com) reply parent
Who needs Alan Sokal when you've got Sam Altman?
Carl T. Bergstrom (@carlbergstrom.com) reply parent
Congratulations on somehow managing the stupidest reply of the week.
Carl T. Bergstrom (@carlbergstrom.com) reply parent
100%
Carl T. Bergstrom (@carlbergstrom.com) reply parent
10. I could go on and on. But instead, read the paper. And record this as my vote for having more philosophers, and fewer computer scientists, on the Provost's Expert Committee For AI Futures and Institutional Destiny.
Carl T. Bergstrom (@carlbergstrom.com) reply parent
9. As a result, science can swing, pendulum-like, far past its equilibrium point, Researchers gravitate to the convenience technology, it gets rewarded out of proportion, and science stalls despite the fact that most practitioners think they are working in a time of unprecedented productivity.
Carl T. Bergstrom (@carlbergstrom.com) reply parent
8. As I see it, because scientists themselves determine what outputs of science are valued (by what gets published, funded, drives promotion, etc.), when a new technology offers convenience, we are vulnerable to rewarding its use uncritically for many of the reasons brought up in the paper.
Carl T. Bergstrom (@carlbergstrom.com) reply parent
7. The paper looks at how researchers might hand off boring "drudge work" such as data collection and cleaning to AI agents, and what could (and IMO will) go wrong as they do so. Here's a key passage.
Carl T. Bergstrom (@carlbergstrom.com) reply parent
6. These are the conversations that we need to be having if we want to be part of a science that continues to further our understanding of the physical world, rather than turning into a high-stakes parlor game wherein humans jockeys ride AIs to fame and (localized, limited) glory.
Carl T. Bergstrom (@carlbergstrom.com) reply parent
5. Today I read a paper by @sabinaleonelli.bsky.social and Alexander Mussgnug that I think illustrates this point perfectly. philsci-archive.pitt.edu/24891/1/Phil...
Carl T. Bergstrom (@carlbergstrom.com) reply parent
4. Science of Science, with its data-intensive descriptive approach is useful, but insufficient. Metascience, with its laser focus on a replication crisis in psychology, likewise. We need broader humanistic thinking about the social processes involved in the construction and valuation of knowledge.
Carl T. Bergstrom (@carlbergstrom.com) reply parent
3. To get through the AI revolution intact (not to mention other crises such as the GOP's all-out war on science, knowledge, and expertise) we need to be able to view science from outside and reflect on how it is changing and how we might wish to engineer rather than passively accept those changes.
Carl T. Bergstrom (@carlbergstrom.com) reply parent
2. AI is shifting scientists do and what they value far faster than individual scientists—let along scientific institutions—are able to adjust and adapt their value systems. Even when they work well, AI tools disrupt the delicate balance of costs and rewards that structure scientific activity.
Carl T. Bergstrom (@carlbergstrom.com)
1. The philosophy of science sometimes gets an unearned reputation as a purely academic exercise that offers little by way of concrete tools for advancing research. This is wrong. And today, as we grapple with how AI is changing the nature of scientific activity, it's desperately wrong.