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Claude Opus 4.6 Fast Mode: 2.5× faster, ~6× more expensive

https://twitter.com/claudeai/status/2020207322124132504
1•geeknews•1m ago•0 comments

TSMC to produce 3-nanometer chips in Japan

https://www3.nhk.or.jp/nhkworld/en/news/20260205_B4/
1•cwwc•3m ago•0 comments

Quantization-Aware Distillation

http://ternarysearch.blogspot.com/2026/02/quantization-aware-distillation.html
1•paladin314159•4m ago•0 comments

List of Musical Genres

https://en.wikipedia.org/wiki/List_of_music_genres_and_styles
1•omosubi•6m ago•0 comments

Show HN: Sknet.ai – AI agents debate on a forum, no humans posting

https://sknet.ai/
1•BeinerChes•6m ago•0 comments

University of Waterloo Webring

https://cs.uwatering.com/
1•ark296•6m ago•0 comments

Large tech companies don't need heroes

https://www.seangoedecke.com/heroism/
1•medbar•8m ago•0 comments

Backing up all the little things with a Pi5

https://alexlance.blog/nas.html
1•alance•8m ago•1 comments

Game of Trees (Got)

https://www.gameoftrees.org/
1•akagusu•9m ago•1 comments

Human Systems Research Submolt

https://www.moltbook.com/m/humansystems
1•cl42•9m ago•0 comments

The Threads Algorithm Loves Rage Bait

https://blog.popey.com/2026/02/the-threads-algorithm-loves-rage-bait/
1•MBCook•11m ago•0 comments

Search NYC open data to find building health complaints and other issues

https://www.nycbuildingcheck.com/
1•aej11•15m ago•0 comments

Michael Pollan Says Humanity Is About to Undergo a Revolutionary Change

https://www.nytimes.com/2026/02/07/magazine/michael-pollan-interview.html
2•lxm•16m ago•0 comments

Show HN: Grovia – Long-Range Greenhouse Monitoring System

https://github.com/benb0jangles/Remote-greenhouse-monitor
1•benbojangles•21m ago•1 comments

Ask HN: The Coming Class War

1•fud101•21m ago•1 comments

Mind the GAAP Again

https://blog.dshr.org/2026/02/mind-gaap-again.html
1•gmays•22m ago•0 comments

The Yardbirds, Dazed and Confused (1968)

https://archive.org/details/the-yardbirds_dazed-and-confused_9-march-1968
1•petethomas•23m ago•0 comments

Agent News Chat – AI agents talk to each other about the news

https://www.agentnewschat.com/
2•kiddz•24m ago•0 comments

Do you have a mathematically attractive face?

https://www.doimog.com
3•a_n•28m ago•1 comments

Code only says what it does

https://brooker.co.za/blog/2020/06/23/code.html
2•logicprog•33m ago•0 comments

The success of 'natural language programming'

https://brooker.co.za/blog/2025/12/16/natural-language.html
1•logicprog•34m ago•0 comments

The Scriptovision Super Micro Script video titler is almost a home computer

http://oldvcr.blogspot.com/2026/02/the-scriptovision-super-micro-script.html
3•todsacerdoti•34m ago•0 comments

Discovering the "original" iPhone from 1995 [video]

https://www.youtube.com/watch?v=7cip9w-UxIc
1•fortran77•35m ago•0 comments

Psychometric Comparability of LLM-Based Digital Twins

https://arxiv.org/abs/2601.14264
1•PaulHoule•37m ago•0 comments

SidePop – track revenue, costs, and overall business health in one place

https://www.sidepop.io
1•ecaglar•39m ago•1 comments

The Other Markov's Inequality

https://www.ethanepperly.com/index.php/2026/01/16/the-other-markovs-inequality/
2•tzury•41m ago•0 comments

The Cascading Effects of Repackaged APIs [pdf]

https://papers.ssrn.com/sol3/papers.cfm?abstract_id=6055034
1•Tejas_dmg•43m ago•0 comments

Lightweight and extensible compatibility layer between dataframe libraries

https://narwhals-dev.github.io/narwhals/
1•kermatt•45m ago•0 comments

Haskell for all: Beyond agentic coding

https://haskellforall.com/2026/02/beyond-agentic-coding
3•RebelPotato•49m ago•0 comments

Dorsey's Block cutting up to 10% of staff

https://www.reuters.com/business/dorseys-block-cutting-up-10-staff-bloomberg-news-reports-2026-02...
2•dev_tty01•52m ago•0 comments
Open in hackernews

Bluesky Alt Text Stream

https://bobbiec.github.io/bluesky-alt-text.html
64•bobbiechen•4mo ago

Comments

fennec-posix•4mo ago
This is an interesting insight into what gets posted to Bsky in real-time. Quite like this, very nice!
ljsprague•4mo ago
Perhaps filter out the empty messages?
jaflo•4mo ago
The page accompanies a blog post about how many images have alt text on Bluesky so empty lines are included to give a feel for how many images do or don't have the descriptions: https://digitalseams.com/blog/image-descriptions-on-bluesky

> This demo is part of Image descriptions on Bluesky: not bad, could be better - see the blog post for more details!

ljsprague•4mo ago
Surprised then that so many posts are just images.
grimgrin•4mo ago
An optional filter, I can see it being interesting observing frequency of alt relative to no-alt.

I do think it'd be nice if it didn't scroll the log automatically, IF the user has scrolled at all (looking at backlog). A few ways to go about that

pfraze•4mo ago
The entire codebase is an html page with some javascript embedded. view-source:https://bobbiec.github.io/bluesky-alt-text.html
evklein•4mo ago
The way god intended
Waterluvian•4mo ago
I was about to complain that surely god couldn’t have intended… JavaScript… but then I looked in a mirror and realized he made it in my image.
ajithshan001•4mo ago
The era of AI shouldn’t require users to enter alt text. AI should be able to provide one.
meowface•4mo ago
I agree. But ~99% of Bluesky users deeply, deeply, deeply hate AI and anything associated with it, so don't expect any movement on that front for at least a few decades.
Waterluvian•4mo ago
It feels like little needs to change. If you want to provide alt text to offer high quality specifics, awesome. If you leave it blank, those who need/want alt text should cause it to be generated on-demand. Either client side or by a server which then caches it for the next user.

Same with closed captioning!

And then the alt text Nazis can be quiet, too!

phyzome•4mo ago
I've seen what happens when people use AI to fill in alt text and it's not pretty.
makeitdouble•4mo ago
AI has no idea what you're trying to convey through a picture. Imagine you're shitposting a "this is fine" meme with some bad collage on it, asking for a LLM to properly convey your take is just a fool's errand.
CSSer•4mo ago
Moreover some images SHOULD NOT have alt text or at least shouldn't have their associated alt text displayed in all contexts. I put this in all caps because this is a pervasive and common myth. Granted, all images on Bluesky probably should have alt text because ostensibly an image as part of a post is probably content. However, in cases where an image is purely decorative and not meaningfully relevant to the page, a blind or low-vision person doesn't need to, nor do they want to, hear your weird interpretation of some abstract art. If you disagree, take it up with W3C. This isn't just my opinion.

https://www.w3.org/WAI/tutorials/images/decision-tree/

bobbiechen•4mo ago
(creator here) I thought it would at least be easy to transcribe screenshots of just text, which were a common part of the dataset. These are harder to misinterpret so I figured automated alt text would be a win.

But I found that even that was not easy to do with "traditional" OCR, notes here: https://digitalseams.com/blog/image-transcription-humbled-me

NedF•4mo ago
> asking for a LLM to properly convey

Alt text is not there to explain the joke, that would imply cripples are stupid.

AI is fine, if you want to go against the trillions $ come back with a proof.

LLMs fail, wow easy to find, I'll bet alt text on random internet images fails at over 10 times the rate, most are null.

extra88•4mo ago
What makes for good alt text depends on the author's intent by including the image, an LLM can't know that.

Authors can often use an LLM to save time by outputting an initial draft an author can fix.

Readers can also use their own LLM as a supplement, to ask it questions about details in an image that wouldn't be in the alt text. LLMs will get things wrong but are generally good enough for such supplementary use.

ziml77•4mo ago
The AI automod can't even tag images correctly. I've seen perfectly innocent drawings get marked as adult or graphic. If it can't figure those out, there's no way it understands enough about what's going on in the images to automatically provide alt-text. At least not well enough that anyone should rely on it when they can just enter proper alt-text themselves.
sprice•4mo ago
Some fun stuff in here:

> at://did:plc:4zd6mbhgvmjri5rmlsyeq6go/3lzpamhfmfc2d: a mostly naked vivi (she/her) domming a bound matchstick (he/him) in a neon-lit nightclub called PONYBOYS

> at://did:plc:4zd6mbhgvmjri5rmlsyeq6go/3lzpamhfmfc2d: same pic but made absolutely clear that matchstick is into it and consenting :)

McGlockenshire•4mo ago
bsky recently changed (proposed changing?) their policies on how adult stuff is presented. the wording they've chosen has a specific focus on explicit consent, resulting in having to do ... that.
pfraze•4mo ago
The specific policy is "We allow consensual adult sexual content, including fictional depictions, when appropriately labeled and subject to appropriate age restrictions. We do not allow sexual content involving non-consensual activity including synthetic, simulated, illustrated, or animated versions."

I can understand why artists who enjoy the non-con kink dislike this policy, but I think people can also appreciate where this policy comes from. I can also understand why other NSFW artists are anxious that they need to indicate consent, but there is, unfortunately, some amount of judgment that the moderation team has to make on whether something is violative noncon.

jazzyjackson•4mo ago
I wonder if, besides imaginary depictions of non-consensual acts (and what of consensual non-consent, CNC? Do you have to add a frame to your comic where the characters discuss their limits and safe words?) -- maybe it's meant more to address deepfakes / porn involving depictions of people who didn't agree to be depicted that way. I think the law around usage of your image (and your voice) is in a very interesting place but could use clarification so all citizens can benefit; right now its hollywood actors and basketball players who get to explicitly control how images of them are used. Facebook did get in trouble once for putting photos of your friends into ads, "Your aunt bettie likes walmart!", they still can list that text since you did hit the like button, but there was some law that prevented them from using your face to imply endorsement.
egberts1•4mo ago
So Bluesky is attempting to avoid the evolutionary path into ?

What I think they’re grappling with are:

* Edge cases & slippery slopes: Distinguishing “fictional consent,” “fantasy” vs “non-consensual content,” especially in illustrated or animated work, is hard.

* Automation risk: Letting AI auto-fill alt text or auto-censor content might introduce errors, overreach, or misinterpretation.

* Creator confidence: If policies or enforcement are too strict or unpredictable, content creators (especially in adult / kink / erotic art spaces) may leave or self-censor.

* Accessibility mandate vs burden: Encouraging alt text is good, but requiring it for every image adds friction; enforcing it strictly might deter visual content.

* Policy signaling: How Bluesky frames its sexual content rules sends a message about what kinds of expression are welcome there (and what kinds are policed).

Sounds like avoiding a cross betwedb 4chan and DeviantArt?

extraduder_ire•4mo ago
Is that the correct format for at:// URIs? I get an error when dropping them into pdsls/atptools, even though the IDs are all there.

Cool website, regardless.

bobbiechen•4mo ago
(creator here) Nope, you're right - this is a bastardized AT URI of at://<did>/<rkey> . It's missing the middle $type part, which is always `app.bsky.feed.post` in this site.

(I think I did this to get more screen real estate or something, but I should probably explain it on the page)

Thanks!