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Can graph neural networks for biology realistically run on edge devices?

https://doi.org/10.21203/rs.3.rs-8645211/v1
1•swapinvidya•6m ago•1 comments

Deeper into the shareing of one air conditioner for 2 rooms

1•ozzysnaps•8m ago•0 comments

Weatherman introduces fruit-based authentication system to combat deep fakes

https://www.youtube.com/watch?v=5HVbZwJ9gPE
1•savrajsingh•9m ago•0 comments

Why Embedded Models Must Hallucinate: A Boundary Theory (RCC)

http://www.effacermonexistence.com/rcc-hn-1-1
1•formerOpenAI•11m ago•2 comments

A Curated List of ML System Design Case Studies

https://github.com/Engineer1999/A-Curated-List-of-ML-System-Design-Case-Studies
3•tejonutella•15m ago•0 comments

Pony Alpha: New free 200K context model for coding, reasoning and roleplay

https://ponyalpha.pro
1•qzcanoe•19m ago•1 comments

Show HN: Tunbot – Discord bot for temporary Cloudflare tunnels behind CGNAT

https://github.com/Goofygiraffe06/tunbot
1•g1raffe•22m ago•0 comments

Open Problems in Mechanistic Interpretability

https://arxiv.org/abs/2501.16496
2•vinhnx•27m ago•0 comments

Bye Bye Humanity: The Potential AMOC Collapse

https://thatjoescott.com/2026/02/03/bye-bye-humanity-the-potential-amoc-collapse/
1•rolph•32m ago•0 comments

Dexter: Claude-Code-Style Agent for Financial Statements and Valuation

https://github.com/virattt/dexter
1•Lwrless•33m ago•0 comments

Digital Iris [video]

https://www.youtube.com/watch?v=Kg_2MAgS_pE
1•vermilingua•39m ago•0 comments

Essential CDN: The CDN that lets you do more than JavaScript

https://essentialcdn.fluidity.workers.dev/
1•telui•39m ago•1 comments

They Hijacked Our Tech [video]

https://www.youtube.com/watch?v=-nJM5HvnT5k
1•cedel2k1•43m ago•0 comments

Vouch

https://twitter.com/mitchellh/status/2020252149117313349
31•chwtutha•43m ago•5 comments

HRL Labs in Malibu laying off 1/3 of their workforce

https://www.dailynews.com/2026/02/06/hrl-labs-cuts-376-jobs-in-malibu-after-losing-government-work/
2•osnium123•44m ago•1 comments

Show HN: High-performance bidirectional list for React, React Native, and Vue

https://suhaotian.github.io/broad-infinite-list/
2•jeremy_su•45m ago•0 comments

Show HN: I built a Mac screen recorder Recap.Studio

https://recap.studio/
1•fx31xo•48m ago•0 comments

Ask HN: Codex 5.3 broke toolcalls? Opus 4.6 ignores instructions?

1•kachapopopow•53m ago•0 comments

Vectors and HNSW for Dummies

https://anvitra.ai/blog/vectors-and-hnsw/
1•melvinodsa•55m ago•0 comments

Sanskrit AI beats CleanRL SOTA by 125%

https://huggingface.co/ParamTatva/sanskrit-ppo-hopper-v5/blob/main/docs/blog.md
1•prabhatkr•1h ago•1 comments

'Washington Post' CEO resigns after going AWOL during job cuts

https://www.npr.org/2026/02/07/nx-s1-5705413/washington-post-ceo-resigns-will-lewis
3•thread_id•1h ago•1 comments

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

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

TSMC to produce 3-nanometer chips in Japan

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

Quantization-Aware Distillation

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

List of Musical Genres

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

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

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

University of Waterloo Webring

https://cs.uwatering.com/
2•ark296•1h ago•0 comments

Large tech companies don't need heroes

https://www.seangoedecke.com/heroism/
3•medbar•1h ago•0 comments

Backing up all the little things with a Pi5

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

Game of Trees (Got)

https://www.gameoftrees.org/
3•akagusu•1h ago•1 comments
Open in hackernews

New federal data show H-1B and H-4 visas now capture 82% of all new US tech jobs

https://twitter.com/WalkInVerse/status/1947376680835944516
44•DonnyV•6mo ago

Comments

toomuchtodo•6mo ago
New Trump Immigration Policy: Ending The H-1B Visa Lottery - https://www.forbes.com/sites/stuartanderson/2025/07/21/new-t... - July 21st, 2025

Computer science has one of the highest unemployment rates - https://www.newsweek.com/computer-science-popular-college-ma... - May 23rd, 2025

Modification of Registration Requirement for Petitioners Seeking To File Cap-Subject H-1B Petitions - https://www.federalregister.gov/documents/2021/01/08/2021-00... - January 8th, 2025

dixie_land•6mo ago
This is a welcome change but we can go even further: we should raise the bar for permanent immigration, but eliminate the intermediate steps in between (even green cards).

If you are exceptionally qualified you should just become a citizen (with the responsibilities and pledge of loyalty as a citizen). And we should fast track that for those who qualify (again, on a significantly higher bar)

mullen•6mo ago
No way. You need an immigration system that has a "try before you buy" aspect to it. Not all educated immigrates are going to like the US and are not going to be a fit for the US. It's not just about keeping out bad education, it's making sure that those who think they want to want to immigrate to the US want to be part of the US.
UncleEntity•6mo ago
> If you are exceptionally qualified you should just become a citizen...

Exceptionally qualified at what, doing some job nobody else wants to do?

I suspect a big part of "US exceptionalism" is that people who were shitty at math were allowed to immigrate and they either saw a niche in the market or their kids were able to 'learn all the math' and contribute to the Silicon Valley Cesspool.

the_real_cher•6mo ago
So the tech industry for US citizens is mostly dead.

Companies are even incentivized to hire over Americans due to OPT and no payroll tax.

What industries are next?

GenerWork•6mo ago
>no payroll tax

Is this for real? Companies don't have to pay payroll tax on H1Bs?

mullen•6mo ago
No, they have to pay it. Everyone has to pay payroll tax on all employees.
the_real_cher•6mo ago
wrong

https://www.irs.gov/individuals/international-taxpayers/fore...

https://www.uscis.gov/working-in-the-united-states/students-...

nblgbg•6mo ago
No, every one has to pay.
the_real_cher•6mo ago
you are wrong

https://www.irs.gov/individuals/international-taxpayers/fore...

https://www.uscis.gov/working-in-the-united-states/students-...

the_real_cher•6mo ago
OPT employees must still file taxes and pay income tax, but FICA (Social Security + Medicare) is exempt for both employer and employee as long as the worker remains in F-1 nonresident status (typically up to 5 calendar years).

For an OPT worker in F-1 status, the employer saves approximately 7.65% on payroll taxes compared to hiring a regular U.S. worker.

An OPT worker after graduating can remain in F1 status for 3 years while employed with these exemptions.

gamblor956•6mo ago
That is wrong. Only a short-term H1B (less than 6 months in US) is not subject to FICA. https://www.irs.gov/government-entities/employers-must-withh...
the_real_cher•6mo ago
you are Wrong

https://www.irs.gov/individuals/international-taxpayers/fore...

https://www.uscis.gov/working-in-the-united-states/students-...

gamblor956•6mo ago
No, if you actually read your links the reason that these students are not subject to FICA is because they are working as part of the educational requirement for their degree, and they are limited to part-time work.
the_real_cher•6mo ago
I dont thin you read it.

STEM OPT Extension If you have earned a degree in certain Science, Technology, Engineering and Mathematics (STEM) fields, you may apply for a 24-month extension of your post-completion OPT employment authorization if you:

Are an F-1 student who received a STEM degree included on the STEM Designated Degree Program List (PDF); Are employed by an employer who is enrolled in and is using E-Verify; and Received an initial grant of post-completion OPT employment authorization based on your STEM degree.

gamblor956•6mo ago
No, you clearly still don't understand.

The OPT extension merely allows graduates to gain additional work training in field. The eligible degrees are limited to those in which work training is considered important/necessary for employment.

IOW, they're still students.

the_real_cher•6mo ago
1. Come here on an F-1 visa for undergrad, work while you go to school, in stem, you can contract 20 hrs a week while in school and then work full time during breaks. No 'need' has to be justified.

2. F-1 in STEM graduates, gets 3 year OPT STEM work permit. Employer and visa holder pays so social security tax, and there is no need to justify it, and you can pay them as little as you can get away with. During this period, work like mad to find an H-1B job.

If not?

3. Go to grad school - work while there, then get another OPT STEM for 3 years with no need, no SS tas, any pay level

4. The visa holder has been in the U.S. for 10-12 years, working feverishly to line up the H-1B gig and when they get it, it's for 3 years, with an automatic 3 year extension just by asking. Get married to a gal from back home, he/she gets and H-4 and with any luck gets a work permit for as long as the spouse has wone.

5. The end point in this process is to have a company sponsor your for a Green Card. You can get a 1 year extension on your 6 year H-1B if 18 years wasn't enough time.

Dilettante_•6mo ago
I couldn't see any source for the figure in the headline?
fenced_load•6mo ago
That's because this tweet is written to maximize engagement. Number 3 uses a screenshot of some other random tweet that says all people of indian descent in the US are "agents" (5.1 million people).
bdhe•6mo ago
Wow, the xenophobia is getting pretty blatant.