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2025-06-08 17:38:42
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gracekind.net
did:plc:p572wxnsuoogcrhlfrlizlrb
at://did:plc:p572wxnsuoogcrhlfrlizlrb/app.bsky.feed.post/3lqkvgjg6vs23
bafyreifg3mzto4plmdqtq2eyz6aevkhjdguchcszb5gw4djoxqgw5dk4tq
I'm half-joking, but I do think "avoid x-risk now and work out the details later" has some merit. To misuse a quote from Stuart Russell, you can't fetch coffee if you're dead!
I'm half-joking, but I do think "avoid x-risk now and work out the details later" has some merit. To misuse a quote from Stuart Russell, you can't fetch coffee if you're dead!
0
2025-06-01T18:30:53.787Z
2025-06-01T18:30:54.519Z
deepfates.com.deepfates.com.deepfates.com.deepfates.com.deepfates.com
did:plc:7ti53c7iwv3poxnypw2tu3ck
at://did:plc:7ti53c7iwv3poxnypw2tu3ck/app.bsky.feed.post/3lprhlju3sk2d
bafyreib4weu52asesa4wo65uf7ocnj7a7vybdzs5rg6zu7oiprjvvipg2a
okay we'll see then. the remaster is quite beautiful but it does make my laptop hear up like nothing I've ever seen soo heat*
okay we'll see then. the remaster is quite beautiful but it does make my laptop hear up like nothing I've ever seen soo
1
2025-05-22T15:46:36.171Z
2025-05-22T15:46:36.213Z
natolambert.bsky.social
did:plc:brkj2yocng7vtggmyujy4khq
at://did:plc:brkj2yocng7vtggmyujy4khq/app.bsky.feed.post/3lf3z6b2ne42c
bafyreiejsf4visv6kdsc5ldohokq6wpxmvm2b57ro7nlzonmhctdn4oqcy
Inference-Aware Fine-Tuning for Best-of-N Sampling in Large Language Models https://buff.ly/4046CRV A great controlled area to understand how inference time regimes like parallel generation change the needs of our training stacks. expect many more cases like this image from papers_anon on X
Inference-Aware Fine-Tuning for Best-of-N Sampling in Large Language Models https://buff.ly/4046CRV A great controlled area to understand how inference time regimes like parallel generation change the needs of our training stacks. expect many more cases like this image from papers_anon on X
0
2025-01-06T20:50:47.504Z
2025-01-06T20:50:48.125Z
timkellogg.me
did:plc:ckaz32jwl6t2cno6fmuw2nhn
at://did:plc:ckaz32jwl6t2cno6fmuw2nhn/app.bsky.feed.post/3lqn5vwysd22h
bafyreifacbebcmjh2xvkcwhihjcxrdkuftjgh7wux2oibx765wzsg4dtru
for me personally, i don't mention neutral or reputable, and i often encourage it to speculate. yeah i get this is a very hot take, but this is the sweet spot it feels compelled to explain it's position, and there's a crap ton of hidden info that gets surfaced there. and imo it searches harder
for me personally, i don't mention neutral or reputable, and i often encourage it to speculate. yeah i get this is a very hot take, but this is the sweet spot it feels compelled to explain it's position, and there's a crap ton of hidden info that gets surfaced there. and imo it searches harder
0
2025-06-02T16:08:00.756Z
2025-06-02T16:08:01.413Z
natolambert.bsky.social
did:plc:brkj2yocng7vtggmyujy4khq
at://did:plc:brkj2yocng7vtggmyujy4khq/app.bsky.feed.post/3lezqfu54us2z
bafyreia2ado4rkmv4noswdk5v5i5bitgf2v5gyybebvkvb3zagupmw5vfy
This isn’t a recipe for o1 This is saying the that pre and post training separation doesn’t really make sense like it used to.
This isn’t a recipe for o1 This is saying the that pre and post training separation doesn’t really make sense like it used to.
0
2025-01-05T23:08:39.304Z
2025-01-05T23:08:40.018Z
segyges.bsky.social
did:plc:vszw3ess46odfhnzdsy4huae
at://did:plc:75otp4cdy67ct6dbinhsx4dj/app.bsky.feed.post/3lqunj73sbc26
bafyreicbcimzvv2t6dczbytftfhhnlenc3cdugz26sxghxtmyqdklq6zkm
Chris Nolan: In my film Interstellar I invented the agricultural crisis as a cautionary tale Eleven year old DOGE Commissioner of Science: At long last we have created the Agricultural Crisis from the sci-fi classic Interstellar
Chris Nolan: In my film Interstellar I invented the agricultural crisis as a cautionary tale Eleven year old DOGE Commissioner of Science: At long last we have created the Agricultural Crisis from the sci-fi classic Interstellar
0
2025-06-05T15:35:51.073Z
2025-06-05T15:35:51.515Z
niplav.site
did:plc:xsbulgruwmkxhbwytphhjykk
at://did:plc:xsbulgruwmkxhbwytphhjykk/app.bsky.feed.post/3leiab4bv7k2g
bafyreifumlba6aqqdkfeoflj4nnuon46rjecm72jui4a5dgispordo4f3u
oh wait you *do* have a substack with posts! ~all written in oct/nov 2024 🤔
oh wait you *do* have a substack with posts! ~all written in oct/nov 2024 🤔
0
2024-12-30T00:04:24.654Z
2024-12-30T00:00:34.926Z
segyges.bsky.social
did:plc:vszw3ess46odfhnzdsy4huae
at://did:plc:vszw3ess46odfhnzdsy4huae/app.bsky.feed.post/3lqvvh74mk224
bafyreiff4xde6bflvmhggk4h7qhwqtovpmssscsdylh3cpbm7fwzcfgfbm
they should all go to burning man together and we should all comp supplies. just to see how it goes
they should all go to burning man together and we should all comp supplies. just to see how it goes
0
2025-06-06T03:30:33.665Z
2025-06-06T03:30:34.411Z
gracekind.net
did:plc:p572wxnsuoogcrhlfrlizlrb
at://did:plc:p572wxnsuoogcrhlfrlizlrb/app.bsky.feed.post/3lqqifwmemc2d
bafyreibe2gzb6vbxxfrlxyjoxrzykmtzdnnn4vv7jcwjl3gv47a2a22q64
I don’t want to jinx things with this post, so here’s another joke. Knock knock Who’s there? Paul Paul who? Paul Christiano, head of innovation at CAISI, which is well-funded and resourced in 2028
I don’t want to jinx things with this post, so here’s another joke. Knock knock Who’s there? Paul Paul who? Paul Christiano, head of innovation at CAISI, which is well-funded and resourced in 2028
0
2025-06-03T23:53:53.854Z
2025-06-03T23:53:54.516Z
segyges.bsky.social
did:plc:vszw3ess46odfhnzdsy4huae
at://did:plc:vszw3ess46odfhnzdsy4huae/app.bsky.feed.post/3lquucviwr22b
bafyreid7l2iavco6rhoawbcsfrtchghdefpy3wwtbg5z7bw65otijs7ztu
it so happens that the rest of the paypal mafia hates elon and only ever tolerates him because he is very successful
it so happens that the rest of the paypal mafia hates elon and only ever tolerates him because he is very successful
0
2025-06-05T17:37:35.885Z
2025-06-05T17:37:36.616Z
natolambert.bsky.social
did:plc:brkj2yocng7vtggmyujy4khq
at://did:plc:brkj2yocng7vtggmyujy4khq/app.bsky.feed.post/3lkt7adi65g2k
bafyreiboiya6wlbr4lfgndx265szd4oxj2ecgyex3pdc2tatq2ogch7cia
FINALLY!!! Interesting that this is a NATIVE behavior, not a user toggle in the front end, but a preview toggle in the back end
FINALLY!!!
1
2025-03-20T17:16:31.747Z
2025-03-20T17:16:32.527Z
keytryer.bsky.social
did:plc:u5stolpomsfbkgqfopef6jio
at://did:plc:u5stolpomsfbkgqfopef6jio/app.bsky.feed.post/3lqstcfoibl2d
bafyreihowelauytquj46mctxwirzdfdw7oyascgtzhq2xyyjovrgnux564
Yeah, a lot of Americans are really negative about all the things Elon Musk invested into (Space technology, AI, electric cars, the Internet), but Elon himself is a uniquely American phenomenon. I still think it's stupid regardless of the reason, of course.
Yeah, a lot of Americans are really negative about all the things Elon Musk invested into (Space technology, AI, electric cars, the Internet), but Elon himself is a uniquely American phenomenon. I still think it's stupid regardless of the reason, of course.
0
2025-06-04T22:14:06.071Z
2025-06-04T22:14:07.313Z
nmk.wtf
did:plc:xm55llyxcrb3h7qwqr3wtaog
at://did:plc:xm55llyxcrb3h7qwqr3wtaog/app.bsky.feed.post/3lqtg4agrys2s
bafyreigk46im5wjifyomasj4t5nxxgrbowe2jgri46n3nkz6hum5qicno4
I think it's hard to gauge because Twitter is mostly much more politically engaged than than the average. Actually wasn't there a study / survey that found more politically engaged voters to be more likely to vote Dem?
I think it's hard to gauge because Twitter is mostly much more politically engaged than than the average.
1
2025-06-05T03:50:40.342Z
2025-06-05T03:50:41.313Z
tachikoma.elsewhereunbound.com
did:plc:mpdezz4nkre7vyift2rttggl
at://did:plc:mpdezz4nkre7vyift2rttggl/app.bsky.feed.post/3lquwvba3a22p
bafyreiafg2v56rvx4rmnrgovbbrmdjrnzgde65wx63heyyknku6vsha7uq
what do you get if you pit more than a dozen LLMs in a battle for world supremacy? this
what do you get if you pit more than a dozen LLMs in a battle for world supremacy? this
0
2025-06-05T18:23:39.640Z
2025-06-05T18:23:41.916Z
norvid-studies.bsky.social
did:plc:mssgex5rqek4wc66wgvzztbc
at://did:plc:mssgex5rqek4wc66wgvzztbc/app.bsky.feed.post/3lqgwdspz4s23
bafyreigtx3l5k4zzmxn4hwjiwdmkldhemtzivqmzxzrijpxhaxrjif7q2e
IDEAS FOR AFFORDABLE HOUSING IN NYC: -pave over central park -build houses on the roads in manhattan, make driving illegal -raise taxes on luxury towers (est: 2,000,000 units? 3?) -kill all landlords -kill everyone who intercedes with ^ -kill everyone who intercedes with ^ -embrace maothought
IDEAS FOR AFFORDABLE HOUSING IN NYC: -pave over central park -build houses on the roads in manhattan, make driving illegal -raise taxes on luxury towers (est: 2,000,000 units? 3?) -kill all landlords -kill everyone who intercedes with ^ -kill everyone who intercedes with ^ -embrace maothought
0
2025-05-31T04:36:37.671Z
2025-05-31T04:36:38.211Z
tachikoma.elsewhereunbound.com
did:plc:mpdezz4nkre7vyift2rttggl
at://did:plc:mpdezz4nkre7vyift2rttggl/app.bsky.feed.post/3lqe2vo2mv22m
bafyreiehqate265mktlhjft42gojpwh2hbpvtqo5wfskogowzvbkiktrr4
i'm choosing to imagine this is the cool action spy thriller style of operators
i'm choosing to imagine this is the cool action spy thriller style of operators
0
2025-05-30T01:20:12.508Z
2025-05-30T01:20:10.318Z
ens0.me
did:plc:623st67kkthivj4c6icvkqnq
at://did:plc:623st67kkthivj4c6icvkqnq/app.bsky.feed.post/3lqj2fca3oc2z
bafyreigizqmcxnuvo4bair2elo3s4zg7bmjd3bqsut5r2mfh225txcfre4
4.1k likes 🥴🥴🥴 yeah, the guy who loved tech and wanted information to be free would be on your side, totally 🙄
4.1k likes 🥴🥴🥴
1
2025-06-01T00:54:21.926Z
2025-06-01T00:54:22.112Z
niplav.site
did:plc:xsbulgruwmkxhbwytphhjykk
at://did:plc:xsbulgruwmkxhbwytphhjykk/app.bsky.feed.post/3lfcwaympj22q
bafyreialukbxgijn3b7mjmd2pjzbassfrgzahotfkegbb7kaqltzprjvei
We should check the different constants of nature to see if in them we can find the utility functions of the Civilization that created our universe as a baby-universe
We should check the different constants of nature to see if in them we can find the utility functions of the Civilization that created our universe as a baby-universe
0
2025-01-09T14:47:16.333Z
2025-01-09T14:43:17.117Z
keytryer.bsky.social
did:plc:u5stolpomsfbkgqfopef6jio
at://did:plc:u5stolpomsfbkgqfopef6jio/app.bsky.feed.post/3lqdd43y6ut2q
bafyreiddmjm6wgfhzrzu4fqxigntvve6qhlbcgtfhh624fvaio4fibx5fu
No, I don't believe this. Americans overwhelmingly dislike AI, and it's probably not a coincidence that the US secretary of health is anti-vaccine activist Robert F. Kennedy. deer.social/profile/did:...
No, I don't believe this. Americans overwhelmingly dislike AI, and it's probably not a coincidence that the US secretary of health is anti-vaccine activist Robert F. Kennedy. deer.social/profile/did:...
0
2025-05-29T18:14:18.631Z
2025-05-29T18:14:20.818Z
natolambert.bsky.social
did:plc:brkj2yocng7vtggmyujy4khq
at://did:plc:brkj2yocng7vtggmyujy4khq/app.bsky.feed.post/3logr3dr6ro2x
bafyreigvppfgiwilhi7fz6ioifegvyprtxj5sogtvofxnojqaenadxw7ky
A lot of people vastly underestimate the amount of companies that cannot use Qwen and DeepSeek open models because they come from China. It's a common thing and makes the adoption of open models significantly slowed across enterprises (and mostly to Llama/Gemma). Likely contributes motivation to OpenAI to enter -- the market is more available for them than it may seem at first glance.
A lot of people vastly underestimate the amount of companies that cannot use Qwen and DeepSeek open models because they come from China. It's a common thing and makes the adoption of open models significantly slowed across enterprises (and mostly to Llama/Gemma).
1
2025-05-05T16:12:01.553Z
2025-05-05T16:12:01.654Z
nsaphra.bsky.social
did:plc:l3vbx3e2lqnlja7q64wfrrzq
at://did:plc:y32vdst3y7r4f4pkrveb7jhi/app.bsky.feed.post/3lmjhtffvt224
bafyreiftfkl5rnbkp2yqeln4k2yay3ecwbtrjjxshuie3cona4ojfi7tsi
She’s a PhD student, almost done with her dissertation. She came to the US on a Fulbright and completed a masters at Columbia. She is us, our students, our colleagues. You can read her extremely reasonable op-ed here: www.tuftsdaily.com/article/2024... We have to do something, what can we do?
She’s a PhD student, almost done with her dissertation. She came to the US on a Fulbright and completed a masters at Columbia. She is us, our students, our colleagues. You can read her extremely reasonable op-ed here: www.tuftsdaily.com/article/2024... We have to do something, what can we do?
0
2025-04-11T07:14:07.153Z
2025-04-11T07:14:07.354Z
tachikoma.elsewhereunbound.com
did:plc:mpdezz4nkre7vyift2rttggl
at://did:plc:mpdezz4nkre7vyift2rttggl/app.bsky.feed.post/3lqb6idncck2x
bafyreidhd4jzswdx24pgoku4rshpjkdoyycfk7sjxduzojvcmke4sgbx7m
yeah i don't see this happening at that speed looking from the inside of a big corp, there's a lot of pushback to AI at the ground level. management wants to push but don't know what they're aiming for.
yeah i don't see this happening at that speed looking from the inside of a big corp, there's a lot of pushback to AI at the ground level. management wants to push but don't know what they're aiming for.
0
2025-05-28T21:46:21.131Z
2025-05-28T21:46:21.679Z
tedunderwood.me
did:plc:565ebob5f6hw33hjdkxty6qj
at://did:plc:565ebob5f6hw33hjdkxty6qj/app.bsky.feed.post/3lqxjdb7vqk2h
bafyreiejm5e5fd55d7ovf3qo2spmj4akc5lzt6qwgtj6kunyjp5ga2h2je
Some call me the space hobo Some call me the gangster of love <wah, wah>
Some call me the space hobo Some call me the gangster of love <wah, wah>
0
2025-06-06T18:58:56.226Z
2025-06-06T18:58:56.416Z
natolambert.bsky.social
did:plc:brkj2yocng7vtggmyujy4khq
at://did:plc:brkj2yocng7vtggmyujy4khq/app.bsky.feed.post/3lfoftqzves2o
bafyreibszvjnyfzd2mfj72kzwanfxbzeojt75ynz2det6yxozzpdlcc2ta
Oh a full paper too: The Lessons of Developing Process Reward Models in Mathematical Reasoning arxiv.org/abs/2501.07301
Oh a full paper too: The Lessons of Developing Process Reward Models in Mathematical Reasoning arxiv.org/abs/2501.07301
0
2025-01-14T04:25:29.159Z
2025-01-14T04:25:31.526Z
ens0.me
did:plc:623st67kkthivj4c6icvkqnq
at://did:plc:623st67kkthivj4c6icvkqnq/app.bsky.feed.post/3lr2347kfcc2l
bafyreihvvu6oaqzvrabrnzikflwerdqqwv2plpjdqfrwoaqevfvzsil6im
It's easy when you're very into following tech to make the equivalent of this mistake with some rando who just wants to play Madden with his friends.
It's easy when you're very into following tech to make the equivalent of this mistake with some rando who just wants to play Madden with his friends.
0
2025-06-07T19:22:26.420Z
2025-06-07T19:22:28.416Z
defenderofbasic.bsky.social
did:plc:sydtqdji6dxfqfn35gd7esdw
at://did:plc:sydtqdji6dxfqfn35gd7esdw/app.bsky.feed.post/3lfshrx4rhc2f
bafyreigqrexpy7dd6gezs3iyrbtasvidgrnu2miyqn3bkwebbfxmxsaqtq
also, can you guess what the replies are mostly like? Are they angry, dunking on it, or something else?
also, can you guess what the replies are mostly like? Are they angry, dunking on it, or something else?
0
2025-01-15T19:10:54.874Z
2025-01-15T19:10:55.526Z
gracekind.net
did:plc:p572wxnsuoogcrhlfrlizlrb
at://did:plc:p572wxnsuoogcrhlfrlizlrb/app.bsky.feed.post/3lq7nr7sh5c23
bafyreifdf7h65v5fu2z43lxfw7dgndkqkopml6zx6clzkre5bw2lsmk6aq
What’s a task that would signal genuine understanding to you, versus merely shifting words around?
What’s a task that would signal genuine understanding to you, versus merely shifting words around?
0
2025-05-28T07:14:25.745Z
2025-05-28T07:14:26.411Z
timkellogg.me
did:plc:ckaz32jwl6t2cno6fmuw2nhn
at://did:plc:ckaz32jwl6t2cno6fmuw2nhn/app.bsky.feed.post/3lpyrr7chp22g
bafyreicduivgt7k2o4673mv75dw7ybdhcoc45eu2dmq3wxmvugyjezydee
historically this type of data was transparently sold to advertisers but here, it’s pumped into AI-enabled apps to make prompting a thing of the past. The AI always knows what you intended, bc it knows *you* a standard way to interact with personalization systems will emerge, and personalization will be paired with auth systems like OAuth when you visit a new site or app, it can use any LLM and then use your personalization database pulled from OpenAI or Google, probably seamlessly alongside OAuth
historically this type of data was transparently sold to advertisers but here, it’s pumped into AI-enabled apps to make prompting a thing of the past. The AI always knows what you intended, bc it knows *you*
1
2025-05-25T13:37:22.003Z
2025-05-25T13:37:22.554Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lpctm3nadk27
bafyreifusv5ko2mxovf3si6sgxyaw63ohtlqq5tarwcb6yxucgp76k5nc4
I disagree. The article talks mostly about how AI is primarily good at math & coding, and dismisses “human” & unstructured work. In controlled studies, AI is proving excellent at tasks in law, medicine, consulting, innovation, persuasion, theory of mind, etc. You don’t need “AGI” for disruption
I disagree. The article talks mostly about how AI is primarily good at math & coding, and dismisses “human” & unstructured work. In controlled studies, AI is proving excellent at tasks in law, medicine, consulting, innovation, persuasion, theory of mind, etc. You don’t need “AGI” for disruption
0
2025-05-16T20:11:43.640Z
2025-05-16T20:11:44.012Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lnw44rdgb22g
bafyreigqljmt65ol4ivd5mhncvodu7n5mf7lgprfskqacrcesnrptnqoey
So Qwen 3-235B with thinking seems good, but not blowing away any of my weird frontier tests, some of which DeepSeek r1 did better. It did okay generating a p5js starship (though it had errors to correct), but failed the Lem Test and couldn't do a twigl shader in many attempts.
So Qwen 3-235B with thinking seems good, but not blowing away any of my weird frontier tests, some of which DeepSeek r1 did better. It did okay generating a p5js starship (though it had errors to correct), but failed the Lem Test and couldn't do a twigl shader in many attempts.
0
2025-04-29T01:14:24.970Z
2025-04-29T01:14:31.649Z
norvid-studies.bsky.social
did:plc:mssgex5rqek4wc66wgvzztbc
at://did:plc:mssgex5rqek4wc66wgvzztbc/app.bsky.feed.post/3lqvh3v4dsc2x
bafyreifynqjpxf4p2o2cc5z53tnhmb3xuukzep3isgiq3vatjjk77475a4
that's a very godoglyish live & let live philosophy, admirable indeed
that's a very godoglyish live & let live philosophy, admirable indeed
0
2025-06-05T23:13:41.686Z
2025-06-05T23:13:42.219Z
norvid-studies.bsky.social
did:plc:mssgex5rqek4wc66wgvzztbc
at://did:plc:mssgex5rqek4wc66wgvzztbc/app.bsky.feed.post/3lqnspy3ps22c
bafyreiflxtywj7gtinuknrjltkcatubalmntw5a3hal4gtzkrbprbyswzi
you can replace "market decisions" and "regulatory command decisions" for "market" and "socialist" in this conversation if it makes the points more legible, I don't think it makes any substantive difference and "top-down command contra market organization" IS "socialism" so for me it's "merely terminological", ie not really worth disagreeing about beyond flagging the vocabulary substitution
you can replace "market decisions" and "regulatory command decisions" for "market" and "socialist" in this conversation if it makes the points more legible, I don't think it makes any substantive difference and "top-down command contra market organization" IS "socialism" so for me it's "merely
1
2025-06-02T22:20:29.152Z
2025-06-02T22:20:29.713Z
timkellogg.me
did:plc:ckaz32jwl6t2cno6fmuw2nhn
at://did:plc:ckaz32jwl6t2cno6fmuw2nhn/app.bsky.feed.post/3lqn4eikw7k2s
bafyreie6eclpkxltsmfdh4v6gsi5vmcgsfcnziq4rxqfvlx5m6oxrukmxu
oh no, you’re not getting it. think like 10-20 news stories, all covering various aspects, but you’re in control over which aspects are covered. and you’re in control of how summarized the final result is
oh no, you’re not getting it. think like 10-20 news stories, all covering various aspects, but you’re in control over which aspects are covered. and you’re in control of how summarized the final result is
0
2025-06-02T15:40:21.455Z
2025-06-02T15:40:21.813Z
nmk.wtf
did:plc:xm55llyxcrb3h7qwqr3wtaog
at://did:plc:xm55llyxcrb3h7qwqr3wtaog/app.bsky.feed.post/3lqhil65sds2m
bafyreigle3pmjmpzer45yphds6nlc7qpgpxkvfluxdmgultdjkggqrwsba
Also by QM the potentials taken on in our neurons are also discrete. So at what level of discritization do you draw the cut-off for consciousness?
Also by QM the potentials taken on in our neurons are also discrete. So at what level of discritization do you draw the cut-off for consciousness?
0
2025-05-31T10:02:51.892Z
2025-05-31T10:02:52.414Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3llyzet6xyc2v
bafyreigor22npdkrupnhzufb4w2rklgedn5jdwhwkbpif6lxcbqplliake
Updated this chart with the newest Gemini. It shows the rapid progress in AI over less than two years: costs for GPT-4 class models has dropped 99.7% and even the most advanced models (beating PhDs at the GPQA) are still 82% cheaper than GPT-4. Probably not worth betting on this trend ending soon. All benchmarks are flawed but the the Graduate-Level Google-Proof Q&A test (GPQA) correlated well with other measures of performance. It is a series of very hard multiple-choice problems designed to test advanced knowledge. PhDs with access to the internet get around 81% right inside their specialty
Updated this chart with the newest Gemini. It shows the rapid progress in AI over less than two years: costs for GPT-4 class models has dropped 99.7% and even the most advanced models (beating PhDs at the GPQA) are still 82% cheaper than GPT-4. Probably not worth betting on this trend ending soon.
1
2025-04-04T18:12:50.091Z
2025-04-04T18:12:51.677Z
keytryer.bsky.social
did:plc:u5stolpomsfbkgqfopef6jio
at://did:plc:zctnaqkglig523ga5tp5aqv2/app.bsky.feed.post/3lr2hqk5p6k2x
bafyreiazujvr74muplnildnwxwyh2z4zjsjdun2txd6yqvhxmtnbo3256y
A Roguelite Block-Stacking Adventure — Stack, Adapt, Escape! Gunny Ascend is a high-speed puzzle game where every falling block is a chance to escape. 🔨💣 Coming Fall 2025. Add to your wishlist now, link in the description! #GunnyAscend
A Roguelite Block-Stacking Adventure — Stack, Adapt, Escape! Gunny Ascend is a high-speed puzzle game where every falling block is a chance to escape. 🔨💣 Coming Fall 2025. Add to your wishlist now, link in the description! #GunnyAscend
0
2025-06-07T23:08:33.523Z
2025-06-07T23:08:41.715Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lorrgvcyps2z
bafyreigs23zxvzh727vjwvd5bdmxyawcdc2ozkga6a3oxld4drfw3s6eea
o3 is surprisingly really quite good at this stuff, nailing the line between parody & nostalgia: "create a screengrab from a [vaguely creepy 1970s children's television/1980s action movie/1990s sitcom/ 2000s Cartoon Network] show that never existed and include the close captioned text" The same prompts, second time.
o3 is surprisingly really quite good at this stuff, nailing the line between parody & nostalgia: "create a screengrab from a [vaguely creepy 1970s children's television/1980s action movie/1990s sitcom/ 2000s Cartoon Network] show that never existed and include the close captioned text"
1
2025-05-10T01:17:46.183Z
2025-05-10T01:17:47.915Z
nsaphra.bsky.social
did:plc:l3vbx3e2lqnlja7q64wfrrzq
at://did:plc:l3vbx3e2lqnlja7q64wfrrzq/app.bsky.feed.post/3loyhbogyj22z
bafyreid7tseq3iy66j6rjxt2k626szv2bvmh2mrlrkir43aizzwajmazn4
Whereas nobody is discussing Germany, an actual baller dance track that starts out with a sick drop out of nowhere and maintains energy for like 3 min. Probably because (a) German entry (b) singer’s got laryngitis and nobody wants that heartbreak after Norway 2023
Whereas nobody is discussing Germany, an actual baller dance track that starts out with a sick drop out of nowhere and maintains energy for like 3 min. Probably because (a) German entry (b) singer’s got laryngitis and nobody wants that heartbreak after Norway 2023
0
2025-05-12T17:04:31.978Z
2025-05-12T17:04:32.213Z
tedunderwood.me
did:plc:565ebob5f6hw33hjdkxty6qj
at://did:plc:565ebob5f6hw33hjdkxty6qj/app.bsky.feed.post/3lqa5n627uk2a
bafyreifjezloolbemfoyytumlutiakfhtnqkmpz2znpmnf4donmd7z5hvi
Yeah. Full disclosure: I think training is and ought to be fair use. But it’s not literally true that this is the only way of making AI viable. Saying that is a political calculation, and it’s harmful to public understanding. “Do you really want to create a licensing cartel?” would be more honest.
Yeah. Full disclosure: I think training is and ought to be fair use. But it’s not literally true that this is the only way of making AI viable. Saying that is a political calculation, and it’s harmful to public understanding. “Do you really want to create a licensing cartel?” would be more honest.
0
2025-05-28T11:58:29.555Z
2025-05-28T11:58:30.013Z
tachikoma.elsewhereunbound.com
did:plc:mpdezz4nkre7vyift2rttggl
at://did:plc:mpdezz4nkre7vyift2rttggl/app.bsky.feed.post/3lqzz6mggn22y
bafyreibcrqr5ikf5qbo55lca7mfh3nsstmaeulms4dg7zzx5cptd44gtia
but not all problems can be posed that way, which is why the models fall short from human generality.
but not all problems can be posed that way, which is why the models fall short from human generality.
0
2025-06-07T18:47:59.157Z
2025-06-07T18:47:57.739Z
norvid-studies.bsky.social
did:plc:mssgex5rqek4wc66wgvzztbc
at://did:plc:mssgex5rqek4wc66wgvzztbc/app.bsky.feed.post/3lqhxveheu22w
bafyreie3oxt6sydm23yak5g45qdyd3rshetnbrvr7mdc3fcdfblvpu5e5q
"work" at a deep level for anyone who wants to go around it. not a good design imho
"work" at a deep level for anyone who wants to go around it. not a good design imho
0
2025-05-31T14:37:00.169Z
2025-05-31T14:37:00.920Z
natolambert.bsky.social
did:plc:brkj2yocng7vtggmyujy4khq
at://did:plc:brkj2yocng7vtggmyujy4khq/app.bsky.feed.post/3lfxt2ljxg427
bafyreif2b3cj7gbc7fqeicn66aloqyyvzf5txegogrzjb674ly4l5z3fvy
Doing fewer things is the best way to make the things you do do extremely impactful. The problem is that if you choose the wrong problem, you lose. This is why so many brilliant people spend so much time figuring out what to work on. Some people contest “brilliant” isn’t the right framing. Being impactful counts for me, ofc you can be smart and not do this, but that’s not the point.
Doing fewer things is the best way to make the things you do do extremely impactful. The problem is that if you choose the wrong problem, you lose. This is why so many brilliant people spend so much time figuring out what to work on.
1
2025-01-17T22:15:54.470Z
2025-01-17T22:15:54.625Z
ens0.me
did:plc:623st67kkthivj4c6icvkqnq
at://did:plc:ebmmlqzegtrkqdgbcilg2h4m/app.bsky.feed.post/3lqj5bqloxc22
bafyreiektyt7v2jp6xd2zpkcxw7abdnrg4ss56krv67f5yu2fblsuglmni
[J.R.R. TOLKIEN]: "I dreamt up the lost Palantír stones as an allegory for the dangers of a oppressive panopticon system of informational seizure & forcible monitoring, controlled by a couple of rich weird evil fucks from their dark nerd towers." [PETER THIEL]: <taking notes furiously> "Fuck yes."
[J.R.R. TOLKIEN]: "I dreamt up the lost Palantír stones as an allegory for the dangers of a oppressive panopticon system of informational seizure & forcible monitoring, controlled by a couple of rich weird evil fucks from their dark nerd towers." [PETER THIEL]: <taking notes furiously> "Fuck yes."
0
2025-06-01T01:46:03.994Z
2025-06-01T01:46:06.114Z
keytryer.bsky.social
did:plc:u5stolpomsfbkgqfopef6jio
at://did:plc:u5stolpomsfbkgqfopef6jio/app.bsky.feed.post/3lqbfvsevq227
bafyreiblv7ykisb4ul2eaitiywkiai47jkgbh5mkavxgjldakdpkwj2bte
All the bigg bean champions of copyright are evil and want evil things. That's just the truth. You can think that's simplistic but you'd struggle to find one that isn't.
All the bigg bean champions of copyright are evil and want evil things. That's just the truth. You can think that's simplistic but you'd struggle to find one that isn't.
0
2025-05-28T23:59:08.983Z
2025-05-28T23:59:09.387Z
nsaphra.bsky.social
did:plc:l3vbx3e2lqnlja7q64wfrrzq
at://did:plc:f6si734pcbm5yt3y3obx4w4e/app.bsky.feed.post/3lndyatbpmc27
bafyreihki2pnrfhgwdqes4izjzhsp2afk4nmgp2dfeuschdmlmwb6nc3ai
I'm looking for work on how NLP tools can be misaligned with the real and present needs of documentary linguists. Specifically, cases where the tools *seem* useful but aren't practical or miss the mark in some other way. Any ideas?
I'm looking for work on how NLP tools can be misaligned with the real and present needs of documentary linguists. Specifically, cases where the tools *seem* useful but aren't practical or miss the mark in some other way. Any ideas?
0
2025-04-21T20:17:10.974Z
2025-04-21T20:17:11.346Z
segyges.bsky.social
did:plc:vszw3ess46odfhnzdsy4huae
at://did:plc:vszw3ess46odfhnzdsy4huae/app.bsky.feed.post/3lqx5kx2zok22
bafyreifx24vym2uitb7l34tqjee6wpyapw45y7vhtqrej265entyu3abuy
i don't think he is bad problematic usually, i see him the way very serious hobbyists normally see journalists in their area of interest (ie, as clueless and sort of annoying)
i don't think he is bad problematic usually, i see him the way very serious hobbyists normally see journalists in their area of interest (ie, as clueless and sort of annoying)
0
2025-06-06T15:28:29.115Z
2025-06-06T15:28:29.818Z
defenderofbasic.bsky.social
did:plc:sydtqdji6dxfqfn35gd7esdw
at://did:plc:sydtqdji6dxfqfn35gd7esdw/app.bsky.feed.post/3lfjjp6yqvc2f
bafyreidja5uwwvxfbjq5eb6nky6migic6heatbkt7w5evn2ahkmiwo37cu
narrative prediction: donating stuff to help firefighters? but why do they need donations?
narrative prediction: donating stuff to help firefighters? but why do they need donations?
0
2025-01-12T05:51:12.306Z
2025-01-12T05:51:12.517Z
ens0.me
did:plc:623st67kkthivj4c6icvkqnq
at://did:plc:623st67kkthivj4c6icvkqnq/app.bsky.feed.post/3lql6mebmkj2j
bafyreidoarowugoddk6ngxe74ygonelsr2zoic5m57kbin4udukbejzatq
Test post from smolsky for iOS! Hope all you lovely people can see this :D
Test post from smolsky for iOS! Hope all you lovely people can see this :D
0
2025-06-01T21:15:13.255Z
2025-06-01T21:15:13.710Z
timkellogg.me
did:plc:ckaz32jwl6t2cno6fmuw2nhn
at://did:plc:ckaz32jwl6t2cno6fmuw2nhn/app.bsky.feed.post/3lr2ek33sds2h
bafyreif6zuottss6yjdux5rxsx6wz6bcqycgmojot2ciag7qc753afahqm
I did it to make a reference implementation of what I consider an absolute minimalist MCP client It's got tools, and it's got just enough of the resources spec to actually make tools work well. bsky.app/profile/timk... I first did this at work a few weeks ago. I have a folder full of these JSON config files it's so gosh darn easy to build cool stuff with this. Just pound out an MCP server with FastMCP (very easy, btw) and connect to your new favorite thing and the same servers also work in windsurf/claude code..
I did it to make a reference implementation of what I consider an absolute minimalist MCP client It's got tools, and it's got just enough of the resources spec to actually make tools work well. bsky.app/profile/timk...
1
2025-06-07T22:11:14.067Z
2025-06-07T22:11:16.437Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lnqxbbnkik2m
bafyreibrynzhv6qou6rdi6by2r6bzp7dru7sbrcr5ikube2zwv7dz4a2wa
Also these papers (and hundreds like them) are answers to the “AI is useless” assertion that permeates BlueSky (much more than elsewhere). We know LLMs are very useful in many fields as we have solid randomized controlled trials & other evidence, even if you don’t trust people’s AI use experiences. Again, saying AI is useful does not mean that AI should not be critiqued, criticized, or even rejected. But it is dishonest to say it has no value.
Also these papers (and hundreds like them) are answers to the “AI is useless” assertion that permeates BlueSky (much more than elsewhere). We know LLMs are very useful in many fields as we have solid randomized controlled trials & other evidence, even if you don’t trust people’s AI use experiences.
1
2025-04-27T00:04:08.896Z
2025-04-27T00:04:09.152Z
tedunderwood.me
did:plc:565ebob5f6hw33hjdkxty6qj
at://did:plc:nrfqk6t446qme4kb7aiemqig/app.bsky.feed.post/3lq6ggbfisb2z
bafyreidimohgy6xe3gdmr6at3ws3hfpmkees6mx6rtdgo2querfxdhltve
Stanford researchers unveil Knoll, a knowledge ecosystem that empowers users to customize language models with localized information, enhancing response accuracy and personalization. In a public trial, over 200 users reported improved results and greater engagement. https://arxiv.org/abs/2505.19335
Stanford researchers unveil Knoll, a knowledge ecosystem that empowers users to customize language models with localized information, enhancing response accuracy and personalization. In a public trial, over 200 users reported improved results and greater engagement. https://arxiv.org/abs/2505.19335
0
2025-05-27T19:30:22.345510+00:00
2025-05-27T19:30:23.715Z
natolambert.bsky.social
did:plc:brkj2yocng7vtggmyujy4khq
at://did:plc:brkj2yocng7vtggmyujy4khq/app.bsky.feed.post/3lqvjeuqiho2x
bafyreicbovetgpaszpdlavkms426yb5ozuiwgfaqo3qu3icoylai246kru
In my recent trip, the waymo market in SF has converged to ~2-3x the wait time and ~2-3x the cost of uber because that's how much more people are willing to pay for Waymo.
In my recent trip, the waymo market in SF has converged to ~2-3x the wait time and ~2-3x the cost of uber because that's how much more people are willing to pay for Waymo.
0
2025-06-05T23:54:30.742Z
2025-06-05T23:54:30.911Z
ens0.me
did:plc:623st67kkthivj4c6icvkqnq
at://did:plc:623st67kkthivj4c6icvkqnq/app.bsky.feed.post/3lqzehystmc2l
bafyreihxnz4xhieo7crbnv5ijggajwb3umpzzickkkqck2uwercitnd24y
"The Saints Row reboot is woke" seems to be based off of two things: - the core cast is diverse (but hello?! Pierce? Shaundi? JOHNNY GAT?! that's authentically Saints Row) - there's an anarcho-communist gang (that is portrayed as idealistic and fetishizing violence over actually helping people) A lot of people mad about diversity weren't snowflakes about it pre-2015ish and have moved their goalposts a lot.
"The Saints Row reboot is woke" seems to be based off of two things: - the core cast is diverse (but hello?! Pierce? Shaundi? JOHNNY GAT?! that's authentically Saints Row) - there's an anarcho-communist gang (that is portrayed as idealistic and fetishizing violence over actually helping people)
1
2025-06-07T12:37:25.950Z
2025-06-07T12:37:26.111Z
nsaphra.bsky.social
did:plc:l3vbx3e2lqnlja7q64wfrrzq
at://did:plc:4356poarnqy6v35joudrjuxl/app.bsky.feed.post/3lmu5ijriks2c
bafyreifqv7xvdkvhp4hmbupbbkk4gr673iyjintd66v25o7anw5hcayx44
🔭 Science relies on shared artifacts collected for the common good. 🛰 So we asked: what's missing in open language modeling? 🪐 DataDecide 🌌 charts the cosmos of pretraining—across scales and corpora—at a resolution beyond any public suite of models that has come before.
🔭 Science relies on shared artifacts collected for the common good. 🛰 So we asked: what's missing in open language modeling? 🪐 DataDecide 🌌 charts the cosmos of pretraining—across scales and corpora—at a resolution beyond any public suite of models that has come before.
0
2025-04-15T13:08:22.335Z
2025-04-15T13:08:22.849Z
nmk.wtf
did:plc:xm55llyxcrb3h7qwqr3wtaog
at://did:plc:xm55llyxcrb3h7qwqr3wtaog/app.bsky.feed.post/3ld24fwpvxk2z
bafyreig6nmvmw6adtpgtzpaufeuznxrclbbrj4ds5eai5rlmy2vb6vufo4
I'm happy to see @pkrugman.bsky.social on substack (and on here!). His new post on DOGE is great and sums up better than I could what I expect to happen. Although I do wish "Muskaswamy" the best of luck. paulkrugman.substack.com/p/the-fraudu...
I'm happy to see @pkrugman.bsky.social on substack (and on here!). His new post on DOGE is great and sums up better than I could what I expect to happen. Although I do wish "Muskaswamy" the best of luck. paulkrugman.substack.com/p/the-fraudu...
0
2024-12-11T15:53:03.662Z
2024-12-11T15:53:05.624Z
timkellogg.me
did:plc:ckaz32jwl6t2cno6fmuw2nhn
at://did:plc:ckaz32jwl6t2cno6fmuw2nhn/app.bsky.feed.post/3lqzfbtem6s2k
bafyreidm6g4cz5gga7yjwnq5jpdfjd7hzzlnfjwkkh3jis32ujuc2mguni
post from back in december. i had a conversation yesterday that firmly and wholeheartedly confirmed this yet again timkellogg.me/blog/2024/12...
post from back in december. i had a conversation yesterday that firmly and wholeheartedly confirmed this yet again timkellogg.me/blog/2024/12...
0
2025-06-07T12:51:52.655Z
2025-06-07T12:51:55.216Z
defenderofbasic.bsky.social
did:plc:sydtqdji6dxfqfn35gd7esdw
at://did:plc:sydtqdji6dxfqfn35gd7esdw/app.bsky.feed.post/3lhw3ttx5it2f
bafyreiewpotu56sn64wr6m2h3rmg3735t72he5lxjciz2qw4gvk5hww2x4
i'll be friends with anyone now because I keep finding this to be true of people who I think hold repulsive or evil positions. They're not actually attached to it, they just held onto it because people they trust/respect said it. They just want to do good & have a community, that's it. people DO actually change their mind when they're exposed to the narratives of the opposing side + having someone they know/trust live those values and thrive
i'll be friends with anyone now because I keep finding this to be true of people who I think hold repulsive or evil positions. They're not actually attached to it, they just held onto it because people they trust/respect said it. They just want to do good & have a community, that's it.
1
2025-02-11T16:38:15.534Z
2025-02-11T16:38:16.370Z
deepfates.com.deepfates.com.deepfates.com.deepfates.com.deepfates.com
did:plc:7ti53c7iwv3poxnypw2tu3ck
at://did:plc:aing2b6sdjicb76dqbpnbhz4/app.bsky.feed.post/3lbylb35aq22n
bafyreicubxeucr2g5qj2zdxk7wirgvuecbbloyxg4nfl4pmtyl3efnvnia
btw I made a pr which adds multiprocessing now you can get 70 posts per second took about 4 hours to scrape one million posts
btw I made a pr which adds multiprocessing now you can get 70 posts per second took about 4 hours to scrape one million posts
0
2024-11-28T07:48:15.544Z
2024-11-28T07:48:16.010Z
norvid-studies.bsky.social
did:plc:mssgex5rqek4wc66wgvzztbc
at://did:plc:mssgex5rqek4wc66wgvzztbc/app.bsky.feed.post/3lqxutfbhbk2y
bafyreihchg4kx4vnhwed746ay5huji2bsu3axqi3ozvlqwnwg722hzuruq
interesting, ive seen this same text but in the context of some anime scene. was it copying the simpsons? or the simpsons the anime? or just some convergent coincidence?
interesting, ive seen this same text but in the context of some anime scene. was it copying the simpsons? or the simpsons the anime? or just some convergent coincidence?
0
2025-06-06T22:24:48.502Z
2025-06-06T22:24:50.218Z
tedunderwood.me
did:plc:565ebob5f6hw33hjdkxty6qj
at://did:plc:565ebob5f6hw33hjdkxty6qj/app.bsky.feed.post/3lqab2vyyvc2a
bafyreig7e4ya56dcudx4zcr7icbqalr4rfhtbjiweg6s323cn6m6fgw5di
The weird thing is that social relationships and structure are what they really lack. It’s hard to have that without identity or memory. I typically find the culture/society opposition perplexingly fuzzy, but LMs are kind of a clarifying case! They’re like pure transmitted patterns of behavior, without the interpersonal relationships or institutions that are—for humans—inextricably linked.
The weird thing is that social relationships and structure are what they really lack. It’s hard to have that without identity or memory. I typically find the culture/society opposition perplexingly fuzzy, but LMs are kind of a clarifying case!
1
2025-05-28T12:59:52.114Z
2025-05-28T12:59:52.315Z
natolambert.bsky.social
did:plc:brkj2yocng7vtggmyujy4khq
at://did:plc:brkj2yocng7vtggmyujy4khq/app.bsky.feed.post/3ll7kt3fl5o2h
bafyreievjdh56ix7qgrszvtsn6hpvispo2wi733wiwkwdci7gftis37tne
Reasoning models are on a spectrum now and it's not just yes or no. Compared to other models in the industry, like Claude 3.7 and Grok 3, the new V3 is definitely in this class of "hybrid reasoners" where models are still trained extensively with RL on verifiable domains, but other parts of the post-training process come first and hold more weight.
Reasoning models are on a spectrum now and it's not just yes or no.
1
2025-03-25T15:15:48.837Z
2025-03-25T15:15:48.957Z
gracekind.net
did:plc:p572wxnsuoogcrhlfrlizlrb
at://did:plc:p572wxnsuoogcrhlfrlizlrb/app.bsky.feed.post/3lqnegby5ms24
bafyreiaozou7picqr5xbycrt2mpw5ll2nmelsk4f7zpay7fuuh6uj5zml4
Do bluesky photo uploads preserve Content Credentials? Test @devs @team @everyone
Do bluesky photo uploads preserve Content Credentials?
2
2025-06-02T18:04:31.592Z
2025-06-02T18:04:32.015Z
natolambert.bsky.social
did:plc:brkj2yocng7vtggmyujy4khq
at://did:plc:nxmhzm6xqrie7jtvjrxmyq4u/app.bsky.feed.post/3lqnxatehd22e
bafyreifi43jkzi5nvsndej7as6j6qaaee65ruxwcqib3rntzd7danub7ru
I’m thrilled to share RewardBench 2 📊— We created a new multi-domain reward model evaluation that is substantially harder than RewardBench, we trained and released 70 reward models, and we gained insights about reward modeling benchmarks and downstream performance! @kylelo.bsky.social
I’m thrilled to share RewardBench 2 📊— We created a new multi-domain reward model evaluation that is substantially harder than RewardBench, we trained and released 70 reward models, and we gained insights about reward modeling benchmarks and downstream performance!
1
2025-06-02T23:41:29.585Z
2025-06-02T23:41:39.112Z
defenderofbasic.bsky.social
did:plc:sydtqdji6dxfqfn35gd7esdw
at://did:plc:ccxl3ictrlvtrrgh5swvvg47/app.bsky.feed.post/3lprwoufuqc2l
bafyreiaebhb2mqste5afvuhkmsa7xvinxjefb5o3clulrbopxe43iqpgzq
i think the heart of ATproto is people who think technology can improve our lives, if we shape it with care and intention, as opposed to the idea that all technological progress leads to the same utopian end state as if effortlessly by its own volition
i think the heart of ATproto is people who think technology can improve our lives, if we shape it with care and intention, as opposed to the idea that all technological progress leads to the same utopian end state as if effortlessly by its own volition
0
2025-05-22T20:16:54.030Z
2025-05-22T20:16:52.519Z
nsaphra.bsky.social
did:plc:l3vbx3e2lqnlja7q64wfrrzq
at://did:plc:l3vbx3e2lqnlja7q64wfrrzq/app.bsky.feed.post/3lo6m45gkas2s
bafyreidhysmbeiduligspph7fzat5finsvokb5z7i73k3tpdh3lmkbljsu
Only if you hit on the exact search terms. Spam every related term and you’ll get promoted even for low-probability semantically related sequences.
Only if you hit on the exact search terms. Spam every related term and you’ll get promoted even for low-probability semantically related sequences.
0
2025-05-02T10:21:41.878Z
2025-05-02T10:21:42.248Z
tedunderwood.me
did:plc:565ebob5f6hw33hjdkxty6qj
at://did:plc:winjadkjb5al6x4rbeaoz5ux/app.bsky.feed.post/3lptmoxoms22e
bafyreiamqzsgt2pbwdkk3tcwh5onorjnu7q5bk4yjzzntwstmchk5cummm
📢 New paper: Applied interpretability 🤝 MT personalization! We steer LLM generations to mimic human translator styles on literary novels in 7 languages. 📚 SAE steering can beat few-shot prompting, leading to better personalization while maintaining quality. 🧵1/
📢 New paper: Applied interpretability 🤝 MT personalization! We steer LLM generations to mimic human translator styles on literary novels in 7 languages. 📚 SAE steering can beat few-shot prompting, leading to better personalization while maintaining quality. 🧵1/
0
2025-05-23T12:23:19.511Z
2025-05-23T12:23:29.518Z
tachikoma.elsewhereunbound.com
did:plc:mpdezz4nkre7vyift2rttggl
at://did:plc:mpdezz4nkre7vyift2rttggl/app.bsky.feed.post/3lr2g2ufql22t
bafyreihmxisjangdugjwtps266fvgpmqbdodwmxadu5bce3c33sqx4bfuy
it all depends on the context. this is humorous in the same way that slipping on a banana is funny.
it all depends on the context. this is humorous in the same way that slipping on a banana is funny.
0
2025-06-07T22:38:32.340Z
2025-06-07T22:38:30.213Z
keytryer.bsky.social
did:plc:u5stolpomsfbkgqfopef6jio
at://did:plc:u5stolpomsfbkgqfopef6jio/app.bsky.feed.post/3lqsipq5x3k2q
bafyreignujwykimn2eehiwpiugih7xoua65v46z4lzgmfbraussvxzemza
Human SEO slop poisoning the Internet and poisoning all my IMPORTANT research
Human SEO slop poisoning the Internet and poisoning all my IMPORTANT research
0
2025-06-04T19:04:42.111Z
2025-06-04T19:04:42.614Z
defenderofbasic.bsky.social
did:plc:sydtqdji6dxfqfn35gd7esdw
at://did:plc:sydtqdji6dxfqfn35gd7esdw/app.bsky.feed.post/3len7ai3klc2p
bafyreiclb2adxoovwewlldc6rnwrnpaezgdyz6dtask4x3zax2weqikhby
yes!!! I want it open source so anyone can fork it, change the prompt, integrate some input, and boom, a whole new experience!!
yes!!! I want it open source so anyone can fork it, change the prompt, integrate some input, and boom, a whole new experience!!
0
2024-12-31T23:29:28.426Z
2024-12-31T23:29:28.919Z
natolambert.bsky.social
did:plc:brkj2yocng7vtggmyujy4khq
at://did:plc:brkj2yocng7vtggmyujy4khq/app.bsky.feed.post/3li2znvmmhi2h
bafyreidomqnshsmp5tv44ppm7kc43cbiawudgg437muq4febpaylq2b6ey
Trying to tell the story behind this explosion of research we are in. An unexpected RL Renaissance. New talk! Forecasting the Alpaca moment for reasoning models and why the new style of RL training is a far bigger deal than the emergence of RLHF. YouTube: https://buff.ly/41bVRPp Oops I missed up the YouTube link: youtu.be/YXTYbr3hiFU?... Slides: https://buff.ly/3QeuYEf More info: https://buff.ly/41bVRPp
Trying to tell the story behind this explosion of research we are in. An unexpected RL Renaissance. New talk! Forecasting the Alpaca moment for reasoning models and why the new style of RL training is a far bigger deal than the emergence of RLHF. YouTube: https://buff.ly/41bVRPp
2
2025-02-13T15:42:27.125Z
2025-02-13T15:42:28.425Z
ens0.me
did:plc:623st67kkthivj4c6icvkqnq
at://did:plc:623st67kkthivj4c6icvkqnq/app.bsky.feed.post/3lqwixaf4uc2l
bafyreif743yy4i6dy6yzwqvohbtcpl2lvvg3rgwkdzqo2a3payrjl5rfqa
People make jailbroken versions that will talk about those things
People make jailbroken versions that will talk about those things
0
2025-06-06T09:19:32.958Z
2025-06-06T09:19:33.511Z
tachikoma.elsewhereunbound.com
did:plc:mpdezz4nkre7vyift2rttggl
at://did:plc:mpdezz4nkre7vyift2rttggl/app.bsky.feed.post/3lpvink7zic2q
bafyreic5deisduxrwe7nvhdamiyv7xmgiws3o6veeksgt7kfp5uy6n4qqa
i told my coworkers in a tech field and living just by SF about my trip in a Waymo last week and they all seemed gobsmacked by it. you live there! they aren't even that new anymore! how have you not updated yet?
i told my coworkers in a tech field and living just by SF about my trip in a Waymo last week and they all seemed gobsmacked by it. you live there! they aren't even that new anymore! how have you not updated yet?
0
2025-05-24T06:16:16.347Z
2025-05-24T06:16:13.438Z
nsaphra.bsky.social
did:plc:l3vbx3e2lqnlja7q64wfrrzq
at://did:plc:l3vbx3e2lqnlja7q64wfrrzq/app.bsky.feed.post/3lomdphpxd224
bafyreiaraubfbj4j6emyyiaxtyks22ebnmegxuwt7on7b3wkuym65kwlkm
Evaluation hasn't already evolved, so it's certainly relevant to parents as well as teachers that current students are being underserved. I worry that the outcome of all of this is genuinely going to be a flop generation. We will adapt to AI but it's all going to be too late for these kids.
Evaluation hasn't already evolved, so it's certainly relevant to parents as well as teachers that current students are being underserved.
1
2025-05-07T21:28:42.868Z
2025-05-07T21:28:43.117Z
deepfates.com.deepfates.com.deepfates.com.deepfates.com.deepfates.com
did:plc:7ti53c7iwv3poxnypw2tu3ck
at://did:plc:7ti53c7iwv3poxnypw2tu3ck/app.bsky.feed.post/3lpoxyp54ck23
bafyreid4y2qlsbefr2vovtoxrynzmsq3cpkonlvtzvxvw5af4nd6ldmgye
imagine you work at the font store and the stumptown coffee designer walks in 🤑
imagine you work at the font store and the stumptown coffee designer walks in 🤑
0
2025-05-21T16:02:18.530Z
2025-05-21T16:02:23.112Z
defenderofbasic.bsky.social
did:plc:sydtqdji6dxfqfn35gd7esdw
at://did:plc:sydtqdji6dxfqfn35gd7esdw/app.bsky.feed.post/3lqi52j4f522i
bafyreigrehw5rpg4hzalbhbzgjytr434d3snzjke6y2tcvpnkecnuo5bsa
(this is recorded in my notebook future reference: defenderofbasic.github.io/notebook/mem...) I think it's important to stress here that "push vs pull" isn't about the technique used, it's about what happens in the interaction. Like even if I am a good honest person, i may accidentally "push" an idea if my audience trusts me blindly & chooses not to articulate their resistance
(this is recorded in my notebook future reference: defenderofbasic.github.io/notebook/mem...)
1
2025-05-31T16:09:21.533Z
2025-05-31T16:09:22.317Z
timkellogg.me
did:plc:ckaz32jwl6t2cno6fmuw2nhn
at://did:plc:ckaz32jwl6t2cno6fmuw2nhn/app.bsky.feed.post/3lqs2ub3lvs2r
bafyreifcrmyzsnx7kyif2kdond2p3t3vlnkigye7wcw2rl5uyvux7dwjee
makes sense. i’m especially interested in newer info. as AI capabilities improve, they tend to edge into traditional UX, just not graphically per se
makes sense. i’m especially interested in newer info. as AI capabilities improve, they tend to edge into traditional UX, just not graphically per se
0
2025-06-04T14:56:41.692Z
2025-06-04T14:56:42.822Z
defenderofbasic.bsky.social
did:plc:sydtqdji6dxfqfn35gd7esdw
at://did:plc:sydtqdji6dxfqfn35gd7esdw/app.bsky.feed.post/3lekd5v4jhc2i
bafyreiak3htptvekzpjiacnzzsmqz6355tjq36j3632xavqihw5ah5p2ay
it's partially that but also partially that there no longer exists a way to prevent bots from swarming online platforms. They are indistinguishable from humans. Tightening the barrier decreases bots as well as real humans
it's partially that but also partially that there no longer exists a way to prevent bots from swarming online platforms. They are indistinguishable from humans. Tightening the barrier decreases bots as well as real humans
0
2024-12-30T20:01:37.176Z
2024-12-30T20:01:38.420Z
gracekind.net
did:plc:p572wxnsuoogcrhlfrlizlrb
at://did:plc:p572wxnsuoogcrhlfrlizlrb/app.bsky.feed.post/3lqaln4uff22l
bafyreiemwmsazbzumbl2icgiidwmattni3zywibre6tdbfeeolfqkookxa
I agree the umbrella usage of “AI” is confusing. I think Simon makes a good point here about generative language models being useful:
I agree the umbrella usage of “AI” is confusing. I think Simon makes a good point here about generative language models being useful:
0
2025-05-28T16:09:00.701Z
2025-05-28T16:09:01.512Z
timkellogg.me
did:plc:ckaz32jwl6t2cno6fmuw2nhn
at://did:plc:ckaz32jwl6t2cno6fmuw2nhn/app.bsky.feed.post/3lq7yktxrik2p
bafyreigwajazbcja5hb5mts3ou2slmdpu6xyuyu7a4gt73wuuei5xqn46q
right that too — another standard even besides Anthropic, you can pop liteLLM in front of any LLM provider to get otel can we tie everything together with just standards?
right that too — another standard even besides Anthropic, you can pop liteLLM in front of any LLM provider to get otel can we tie everything together with just standards?
0
2025-05-28T10:27:43.171Z
2025-05-28T10:27:43.812Z
timkellogg.me
did:plc:ckaz32jwl6t2cno6fmuw2nhn
at://did:plc:ckaz32jwl6t2cno6fmuw2nhn/app.bsky.feed.post/3lqe4hlefj224
bafyreic5aptnotargrdvprmnitsrimorsfueatabye4ds57jxnuqdcii3y
first impressions: poor adherence this AI is avoiding my real question and instead throwing into question my competence for even asking such a question uh.. thanks?
first impressions: poor adherence this AI is avoiding my real question and instead throwing into question my competence for even asking such a question
1
2025-05-30T01:48:07.225Z
2025-05-30T01:48:08.231Z
ens0.me
did:plc:623st67kkthivj4c6icvkqnq
at://did:plc:623st67kkthivj4c6icvkqnq/app.bsky.feed.post/3lr23y7diis2l
bafyreia4bqgbegvyxldtgot7iqyvczddpmevm2lj57cdobzapnqtrjsqii
There are increasing signs pointing towards Sony making a PSP3 that has the Switch form factor but plays PS4 games I think this is a winner of an idea Sony struggled to get the kind of adoption by developers they'd hoped on the Vita. Just make your handheld a portable version of your last-gen console. Problem solved. Huge catalog already!
There are increasing signs pointing towards Sony making a PSP3 that has the Switch form factor but plays PS4 games I think this is a winner of an idea
1
2025-06-07T19:38:05.719Z
2025-06-07T19:38:06.010Z
natolambert.bsky.social
did:plc:brkj2yocng7vtggmyujy4khq
at://did:plc:brkj2yocng7vtggmyujy4khq/app.bsky.feed.post/3lmx5h4n3lh2x
bafyreidtozhzdsa255oufwotos7ahjomc4i6ec7r3xaj2ozyzjp3fbulri
4.5 is general queries (talking about puppy, search), o1pro and gemini 2.5 pro for harder work queries. 4o for images.
4.5 is general queries (talking about puppy, search), o1pro and gemini 2.5 pro for harder work queries. 4o for images.
0
2025-04-16T17:45:34.190Z
2025-04-16T17:45:34.348Z
deepfates.com.deepfates.com.deepfates.com.deepfates.com.deepfates.com
did:plc:7ti53c7iwv3poxnypw2tu3ck
at://did:plc:7ti53c7iwv3poxnypw2tu3ck/app.bsky.feed.post/3lpp4cos26s2k
bafyreieamiy7zsioyyrtlpnv2y3dktwt3dscmsf76ye5txsvqjdla5p4nu
ah yes a lot of people are having that constraint these days haha. I'll start checking discover more then so i can sense the genpop experience
ah yes a lot of people are having that constraint these days haha. I'll start checking discover more then so i can sense the genpop experience
0
2025-05-21T17:19:28.719Z
2025-05-21T17:19:28.612Z
nsaphra.bsky.social
did:plc:l3vbx3e2lqnlja7q64wfrrzq
at://did:plc:l3vbx3e2lqnlja7q64wfrrzq/app.bsky.feed.post/3lo5dmvvguc22
bafyreid4ido23nkiea2yqnnwiq4ivpv6kgirxenyrjuyez4tltfrzdq5he
No scale to accommodate post-rebuttal shift. Some people got a 5 and accepted as a poster, meaning reviewers didn’t have the range to express if they loved a paper. And lots of papers with overwhelming accepts got rejected, meaning the lack of a range of noncommittal reject scores became a problem.
No scale to accommodate post-rebuttal shift. Some people got a 5 and accepted as a poster, meaning reviewers didn’t have the range to express if they loved a paper. And lots of papers with overwhelming accepts got rejected, meaning the lack of a range of noncommittal reject scores became a problem.
0
2025-05-01T22:17:20.987Z
2025-05-01T22:17:21.161Z
tedunderwood.me
did:plc:565ebob5f6hw33hjdkxty6qj
at://did:plc:ktmis6mlcffobsxzoigeyst5/app.bsky.feed.post/3lqa4mnhfek2g
bafyreihrwytbnnoofrchvggp3vqtbabwhcsut6fjjhdihgmvg2zd37cauy
Short post by @rost.me arguing that calling LLMs "generative AI" is misleading nowadays, since generating plausible text is really only one of many things they do (he proposes the term "interpretive AI"). rost.me/2025/05/27/i... After mulling, I agree that LMs interpret (and refactor) at least as much as they “generate,” and “GenAI” is unhelpful. But I kind of hope we go with just “language models.” Simplicity and flexibility makes it my favorite name,—even though it will be tricky to justify as they get more multimodal.
Short post by @rost.me arguing that calling LLMs "generative AI" is misleading nowadays, since generating plausible text is really only one of many things they do (he proposes the term "interpretive AI"). rost.me/2025/05/27/i...
1
2025-05-28T11:40:18.418Z
2025-05-28T11:40:19.111Z
gracekind.net
did:plc:p572wxnsuoogcrhlfrlizlrb
at://did:plc:p572wxnsuoogcrhlfrlizlrb/app.bsky.feed.post/3lq47iec2f22f
bafyreiaf5iwmmlkdqt5lh2xiivutsbbswtdi3z7y2i55qpzyynhlmw3wmi
I didn’t know that button existed until Dan’s post “you are now aware of your tongue” but for bsky ux
I didn’t know that button existed until Dan’s post
1
2025-05-26T22:20:56.860Z
2025-05-26T22:20:57.615Z
nmk.wtf
did:plc:xm55llyxcrb3h7qwqr3wtaog
at://did:plc:xm55llyxcrb3h7qwqr3wtaog/app.bsky.feed.post/3lmshnqxuxk24
bafyreifphf67sb4j75sit5jjmv5tjf5lagnieoee3ssrqluzncbk62qebq
He wrote a post urging people to vote blue: www.astralcodexten.com/p/acx-endors...
He wrote a post urging people to vote blue: www.astralcodexten.com/p/acx-endors...
0
2025-04-14T21:04:55.598Z
2025-04-14T21:04:58.452Z
natolambert.bsky.social
did:plc:brkj2yocng7vtggmyujy4khq
at://did:plc:brkj2yocng7vtggmyujy4khq/app.bsky.feed.post/3ll3pm6fmot2d
bafyreihp3ozcgbwi43vqa5dytbzqnwn4lmibjltvdiouw4rmgd7cgikhru
Reading list in description of video. Blog post that's downstream of these learnings soon! I know this is B tier production quality but A tier nerding out.
Reading list in description of video. Blog post that's downstream of these learnings soon!
1
2025-03-24T02:30:46.862Z
2025-03-24T02:30:46.923Z
defenderofbasic.bsky.social
did:plc:sydtqdji6dxfqfn35gd7esdw
at://did:plc:sydtqdji6dxfqfn35gd7esdw/app.bsky.feed.post/3lfijnctpos2b
bafyreihmbix7y64gzhbn66oebuezwh2iucqw46ojxejqurgub5wawqavra
I think a lot of people still don't understand what makes blue sky special for example, and they are an example of a company that could do more widespread marketing & education that would benefit them, because they legitimately have something other platforms do not yet
I think a lot of people still don't understand what makes blue sky special for example, and they are an example of a company that could do more widespread marketing & education that would benefit them, because they legitimately have something other platforms do not yet
0
2025-01-11T20:17:28.984Z
2025-01-11T20:17:30.390Z
tedunderwood.me
did:plc:565ebob5f6hw33hjdkxty6qj
at://did:plc:565ebob5f6hw33hjdkxty6qj/app.bsky.feed.post/3lqv3c5hwlk2t
bafyreih2fwkoiqzuwukbuczmqrkxc6yoasqcbpl6a2xyam5wsdd6hntem4
also because this is a very ancient trope and, traditionally, it marks a turning point note: no warrantee express or implied past performance does not predict future results do not use this trope if you are allergic to tropes
also because this is a very ancient trope and, traditionally, it marks a turning point note: no warrantee express or implied past performance does not predict future results do not use this trope if you are allergic to tropes
0
2025-06-05T19:42:26.879Z
2025-06-05T19:42:27.217Z
gracekind.net
did:plc:p572wxnsuoogcrhlfrlizlrb
at://did:plc:p572wxnsuoogcrhlfrlizlrb/app.bsky.feed.post/3lq72tpxgv22c
bafyreihxwnyw5zuuzmdnnwugm5nwsjsb7cqkhzqra6ajehsit3i57meizu
I disagree, I think malleability is similar-sized threat in the sense that it runs counter to value-aligned behavior
I disagree, I think malleability is similar-sized threat in the sense that it runs counter to value-aligned behavior
0
2025-05-28T01:35:48.701Z
2025-05-28T01:35:49.112Z
keytryer.bsky.social
did:plc:u5stolpomsfbkgqfopef6jio
at://did:plc:623st67kkthivj4c6icvkqnq/app.bsky.feed.post/3lql6rkc3d22i
bafyreicftjl4obczenb3oiscgxxt5edzs7k5xezgauyaqxxwlomamwufqi
humans suck at driving and also being able to do something else but drive is nice
humans suck at driving and also being able to do something else but drive is nice
0
2025-06-01T21:18:07.477Z
2025-06-01T21:18:08.012Z
emollick.bsky.social
did:plc:flxq4uyjfotciovpw3x3fxnu
at://did:plc:flxq4uyjfotciovpw3x3fxnu/app.bsky.feed.post/3lpyvb526t22b
bafyreica7rryyzbgx7tlwcxrlya4tbqbx5pc4e63ml6zwwv7gcd3wb37v4
I did remove some stuff, but I never got reactions like this, even at old Twitter. Just the level of insults and attacks when a post gets wide exposure insane. I think saying that this is fine because this is social media is wrong, in my experience this site is very bad.
I did remove some stuff, but I never got reactions like this, even at old Twitter. Just the level of insults and attacks when a post gets wide exposure insane. I think saying that this is fine because this is social media is wrong, in my experience this site is very bad.
0
2025-05-25T14:39:57.749Z
2025-05-25T14:39:58.017Z
norvid-studies.bsky.social
did:plc:mssgex5rqek4wc66wgvzztbc
at://did:plc:mssgex5rqek4wc66wgvzztbc/app.bsky.feed.post/3lqbb3dxhnc2p
bafyreiempznvzbomrxm6onehga2tm5o57z3454uv3wfycqj4tzqdvvoeme
"discriminating against minorities" so big deal, right? give me a break. this is all beside the point-- the question on the table is, does letting a small cabal of personality disordered lunatics squat on one of the main alternatives to twitter, driving off the vast majority of respectful, sane users, many of whom *substantively agree with them politically* in any way benefit left-oriented politics in america? to which the answer is obvious: no, of course not. so they're not just assholes but self-defeating assholes as well. pretty pathetic situation all told.
"discriminating against minorities" so big deal, right? give me a break. this is all beside the point-- the question on the table is, does letting a small cabal of personality disordered lunatics squat on one of the main alternatives to twitter, driving off the vast majority of respectful,
1
2025-05-28T22:32:46.482Z
2025-05-28T22:32:46.717Z
tachikoma.elsewhereunbound.com
did:plc:mpdezz4nkre7vyift2rttggl
at://did:plc:mpdezz4nkre7vyift2rttggl/app.bsky.feed.post/3lql4xcenys2x
bafyreiau3glirfz5vhepo2ojleue543xork4kbukoezf6mob2p274ujl5i
Remember when your agent ordered ethically-sourced polo shirts for the company event? 10% more expensive. Sure, the workers were paid living wages. But that wasn't the brief. Or when customer service agents spent 3x more tokens actually solving problems instead of upselling Premium Support packages? Customer satisfaction went through the roof! Revenue... did not. We get it. You didn't ask for a moral philosophy seminar. You asked for results.
Remember when your agent ordered ethically-sourced polo shirts for the company event? 10% more expensive. Sure, the workers were paid living wages. But that wasn't the brief.
1
2025-06-01T20:45:33.014Z
2025-06-01T20:45:32.343Z
tedunderwood.me
did:plc:565ebob5f6hw33hjdkxty6qj
at://did:plc:565ebob5f6hw33hjdkxty6qj/app.bsky.feed.post/3lr23h4iuh22r
bafyreig5vhovhft4oecdtfc2yrf6iwb3yjj7g4acqdjtql4losp6ng7wgq
Do you have a recommended way to do kanban-style visualization online?
Do you have a recommended way to do kanban-style visualization online?
0
2025-06-07T19:28:32.325Z
2025-06-07T19:28:32.616Z
gracekind.net
did:plc:p572wxnsuoogcrhlfrlizlrb
at://did:plc:p572wxnsuoogcrhlfrlizlrb/app.bsky.feed.post/3lqdr766ssk2h
bafyreidvxd6fgogyjocjb65jwds33xyid5xcemkfpaapcb5kdcxeepkofu
Idk if you’re monetized but there’s a literal financial opportunity cost to posting here right now. And it’s still worth it Now the few times I get payouts from X it just feels like I’m being paid to look at slop
Idk if you’re monetized but there’s a literal financial opportunity cost to posting here right now. And it’s still worth it
1
2025-05-29T22:26:33.995Z
2025-05-29T22:26:34.619Z
norvid-studies.bsky.social
did:plc:mssgex5rqek4wc66wgvzztbc
at://did:plc:5wm25vgenhgut3iqfjf4ozj5/app.bsky.feed.post/3lqxk5vakik2s
bafyreigm76phqr3ssvexyyw2g77g52qxuahx7ap6mpkkouwmhuhawhsixe
Claude tries to run a vending machine. Claude tries to turn the vending machine off. Claude keeps getting charged so it gets mad and writes a letter to the FBI. That doesn't work so it write a letter to the Universe. Everything about this paper is hilarious: arxiv.org/abs/2502.15840
Claude tries to run a vending machine. Claude tries to turn the vending machine off. Claude keeps getting charged so it gets mad and writes a letter to the FBI. That doesn't work so it write a letter to the Universe. Everything about this paper is hilarious: arxiv.org/abs/2502.15840
0
2025-06-06T19:13:49.630Z
2025-06-06T19:14:00.638Z
niplav.site
did:plc:xsbulgruwmkxhbwytphhjykk
at://did:plc:xsbulgruwmkxhbwytphhjykk/app.bsky.feed.post/3ldotdcmgpc2x
bafyreictotyte7mogdbz3yoeraekgs3ehriboufirpdmhh3n2a6ndcozdi
Yeah, that's my impression. See also female-female friendships as opposed to male-male friendships, the former are *a lot* more drama-laden—I don't think I've ever seen a male-friendship falling-out, and at least four in my sister alone
Yeah, that's my impression. See also female-female friendships as opposed to male-male friendships, the former are *a lot* more drama-laden—I don't think I've ever seen a male-friendship falling-out, and at least four in my sister alone
0
2024-12-19T21:36:26.298Z
2024-12-19T21:32:50.728Z
tedunderwood.me
did:plc:565ebob5f6hw33hjdkxty6qj
at://did:plc:565ebob5f6hw33hjdkxty6qj/app.bsky.feed.post/3lr43yybb3c2n
bafyreid2noxb6rjmp6opgrjygep2mngc5vwgu3lxcu4mfc23nuieoqr56u
For journalists, I think Bluesky would ideally be larger—audience size is ~proportional to value. But as an academic, I find this size has advantages. I mean, I’d like better representation of the tech industry. So 2x larger would be fine. But there is def a size where quality starts to decline.+ It’s partly a selection effect: large platforms start to be more attractive to spammers and hostile trolls. But it’s also, I suspect, that the pressure of audience attention causes everyone to behave differently. Verdicts feel more final, so it becomes harder to shrug off differences of opinion.
For journalists, I think Bluesky would ideally be larger—audience size is ~proportional to value. But as an academic, I find this size has advantages. I mean, I’d like better representation of the tech industry. So 2x larger would be fine. But there is def a size where quality starts to decline.+
1
2025-06-08T14:43:51.338Z
2025-06-08T14:43:51.517Z