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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•4m ago•1 comments

Deeper into the shareing of one air conditioner for 2 rooms

1•ozzysnaps•6m ago•0 comments

Weatherman introduces fruit-based authentication system to combat deep fakes

https://www.youtube.com/watch?v=5HVbZwJ9gPE
1•savrajsingh•7m ago•0 comments

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

http://www.effacermonexistence.com/rcc-hn-1-1
1•formerOpenAI•9m 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•13m ago•0 comments

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

https://ponyalpha.pro
1•qzcanoe•17m ago•1 comments

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

https://github.com/Goofygiraffe06/tunbot
1•g1raffe•20m ago•0 comments

Open Problems in Mechanistic Interpretability

https://arxiv.org/abs/2501.16496
2•vinhnx•25m 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•30m ago•0 comments

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

https://github.com/virattt/dexter
1•Lwrless•31m ago•0 comments

Digital Iris [video]

https://www.youtube.com/watch?v=Kg_2MAgS_pE
1•vermilingua•36m ago•0 comments

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

https://essentialcdn.fluidity.workers.dev/
1•telui•37m ago•1 comments

They Hijacked Our Tech [video]

https://www.youtube.com/watch?v=-nJM5HvnT5k
1•cedel2k1•41m ago•0 comments

Vouch

https://twitter.com/mitchellh/status/2020252149117313349
30•chwtutha•41m 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•42m 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•43m ago•0 comments

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

https://recap.studio/
1•fx31xo•46m ago•0 comments

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

1•kachapopopow•51m ago•0 comments

Vectors and HNSW for Dummies

https://anvitra.ai/blog/vectors-and-hnsw/
1•melvinodsa•53m 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

Plastics-to-syngas photocatalysed by Co–Ga2O3 nanosheets

https://pmc.ncbi.nlm.nih.gov/articles/PMC9564184/
3•ColinWright•5mo ago

Comments

ColinWright•5mo ago
I saw this here:

https://mathstodon.xyz/@jamey@toot.cat/115162618544000037

That post says:

> I found an interesting paper about turning plastics into syngas. (Syngas is a mix of carbon monoxide and hydrogen that's useful for lots of things, including making various kinds of fuel, or even feeding to bacteria to make protein for food.)

> Their method works at normal pressure and temperature, in a reaction driven by sunlight. They made these special metal sheets that you can put in water with microplastics. Over a couple days, most of the plastic disappears. They tested PE plastic bags, PP plastic boxes and PET plastic bottles.

> And the way they made the sheets was basically "stir together these three chemicals you can buy online, heat, centrifuge, wash, and dry". It sounds maybe simple enough to try at home. Seems like a fun material to play with if the ingredients aren't too unsafe (I haven't checked safety yet).

> So I looked at how much actually buying those chemicals costs. It came to something like US$3,000 for the amount they made, which was less than a gram. Which no longer sounds quite so straightforward to try at home. I guess it's a catalyst, so it's not consumed by the reaction, but that's still a big investment as DIY projects go.

> Still a neat paper, though

rini17•5mo ago
There are so many possibilities. Even without any catalysts, just mix plastics with NaOH+KOH, melt it up and you can get benzene and other advanced chemicals not only syngas. Wonder why such ideas apparently never come to scale.
bell-cot•5mo ago
I'd ask an old chemical engineer about that. In general, "it'd be easy to scale up process X" is very different from "we would not lose $millions every week if we did that". And every "valuable" product of your reaction has to be separated, purified, packaged, sold, & shipped. Into a market with its own supply-demand price curve.
rini17•5mo ago
I think the engineer would just shrug "making stuff from oil is cheaper than everything else".