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LLMs as Language Compilers: Lessons from Fortran for the Future of Coding

https://cyber-omelette.com/posts/the-abstraction-rises.html
1•birdculture•58s ago•0 comments

Projecting high-dimensional tensor/matrix/vect GPT–>ML

https://github.com/tambetvali/LaegnaAIHDvisualization
1•tvali•1m ago•1 comments

Show HN: Free Bank Statement Analyzer to Find Spending Leaks and Save Money

https://www.whereismymoneygo.com/
1•raleobob•5m ago•1 comments

Our Stolen Light

https://ayushgundawar.me/posts/html/our_stolen_light.html
1•gundawar•5m ago•0 comments

Matchlock: Linux-based sandboxing for AI agents

https://github.com/jingkaihe/matchlock
1•jingkai_he•8m ago•0 comments

Show HN: A2A Protocol – Infrastructure for an Agent-to-Agent Economy

1•swimmingkiim•12m ago•1 comments

Drinking More Water Can Boost Your Energy

https://www.verywellhealth.com/can-drinking-water-boost-energy-11891522
1•wjb3•15m ago•0 comments

Proving Laderman's 3x3 Matrix Multiplication Is Locally Optimal via SMT Solvers

https://zenodo.org/records/18514533
1•DarenWatson•18m ago•0 comments

Fire may have altered human DNA

https://www.popsci.com/science/fire-alter-human-dna/
3•wjb3•18m ago•1 comments

"Compiled" Specs

https://deepclause.substack.com/p/compiled-specs
1•schmuhblaster•23m ago•0 comments

The Next Big Language (2007) by Steve Yegge

https://steve-yegge.blogspot.com/2007/02/next-big-language.html?2026
1•cryptoz•24m ago•0 comments

Open-Weight Models Are Getting Serious: GLM 4.7 vs. MiniMax M2.1

https://blog.kilo.ai/p/open-weight-models-are-getting-serious
4•ms7892•34m ago•0 comments

Using AI for Code Reviews: What Works, What Doesn't, and Why

https://entelligence.ai/blogs/entelligence-ai-in-cli
3•Arindam1729•34m ago•0 comments

Show HN: Solnix – an early-stage experimental programming language

https://www.solnix-lang.org/
2•maheshbhatiya•35m ago•0 comments

DoNotNotify is now Open Source

https://donotnotify.com/opensource.html
5•awaaz•36m ago•2 comments

The British Empire's Brothels

https://www.historytoday.com/archive/feature/british-empires-brothels
2•pepys•37m ago•0 comments

What rare disease AI teaches us about longitudinal health

https://myaether.live/blog/what-rare-disease-ai-teaches-us-about-longitudinal-health
2•takmak007•42m ago•0 comments

The Brand Savior Complex and the New Age of Self Censorship

https://thesocialjuice.substack.com/p/the-brand-savior-complex-and-the
2•jaskaransainiz•43m ago•0 comments

Show HN: A Prompting Framework for Non-Vibe-Coders

https://github.com/No3371/projex
2•3371•44m ago•0 comments

Kilroy is a local-first "software factory" CLI

https://github.com/danshapiro/kilroy
2•ukuina•54m ago•0 comments

Mathscapes – Jan 2026 [pdf]

https://momath.org/wp-content/uploads/2026/02/1.-Mathscapes-January-2026-with-Solution.pdf
1•vismit2000•56m ago•0 comments

80386 Barrel Shifter

https://nand2mario.github.io/posts/2026/80386_barrel_shifter/
2•jamesbowman•57m ago•0 comments

Training Foundation Models Directly on Human Brain Data

https://arxiv.org/abs/2601.12053
1•helloplanets•57m ago•0 comments

Web Speech API on HN Threads

https://toulas.ch/projects/hn-readaloud/
1•etoulas•1h ago•0 comments

ArtisanForge: Learn Laravel through a gamified RPG adventure – 100% free

https://artisanforge.online/
2•grazulex•1h ago•1 comments

Your phone edits all your photos with AI – is it changing your view of reality?

https://www.bbc.com/future/article/20260203-the-ai-that-quietly-edits-all-of-your-photos
1•breve•1h ago•0 comments

DStack, a small Bash tool for managing Docker Compose projects

https://github.com/KyanJeuring/dstack
3•kppjeuring•1h ago•1 comments

Hop – Fast SSH connection manager with TUI dashboard

https://github.com/danmartuszewski/hop
2•danmartuszewski•1h ago•1 comments

Turning books to courses using AI

https://www.book2course.org/
8•syukursyakir•1h ago•6 comments

Top #1 AI Video Agent: Free All in One AI Video and Image Agent by Vidzoo AI

https://vidzoo.ai
2•Evan233•1h ago•1 comments
Open in hackernews

Two-phase chip cooling with manifold-capillary structures enables 10⁵ COP

https://www.sciencedirect.com/science/article/pii/S2666386425001195
22•PaulHoule•9mo ago

Comments

johnthesecure•9mo ago
Easier to access at https://www.cell.com/cell-reports-physical-science/fulltext/...
j-pb•9mo ago
Given that phase change captures a ridiculous amount of energy (it takes roughly 5 times as much energy to go from liquid water to steam than it takes to bring that same water from 0C to 100C). I've always wondered why we don't optimise CPUs for running at ~101C.

And as long as there is material to phase change the tempersture will be fixed at the phase change temperature, so boiling water will never go above 100C at 1bar.

ajb•9mo ago
It's a lot easier to optimise your phase change fluid for a temperature range than to add another constraint to chip design.

Anyway, apparently fluid in heat pipes work at a range of temperatures not just at the exact temperature of phase change

What I always wondered is why we didn't get flexible heat pipes that plug directly into server boards, leading to some centralised heat exchanger or cooling tower, rather using the air as a transfer medium

Retric•9mo ago
> plug directly into server boards

Because traditional water cooling works better, and air is cheap.

Moto7451•9mo ago
Heat pipes have a vacuum so phase change happens at lower temperatures than normal Earth atmosphere. This essentially is how you do what you’ve proposed without having the CPU makers change their designs to run hotter. If you boil water at low pressure and 30C you have the same net effect as boiling itself uses huge amounts of heat energy compared to raising the temperature of water one degree. This is the same energy at any temperature level.

On flexibility I think it’s just that vacuum and the wicking structure that limits the materials. I’m not a material science expert by any means but I have to imagine someone has worked on this.

hinkley•9mo ago
We don’t bond heat plates to the top of CPUs due to the coefficient of thrermal expansion right? Isn’t that why we need paste?

Because of CoTE was a non issue I would think we could dig heat dissipation channels into the top of chips, maybe Serpinski gasket style. A little proper lapping and you’d get an airtight seal with the heat sink.

bobmcnamara•9mo ago
CoTE between nickel plater copper integrated heat spreaders and copper heat pipes can be a non-issue, especially over such a small area.

Increasing the effective surface area is an interesting idea, though minimizing the seam thickness also works to reduce the thermal resistance of the joint, and seems to be more common.

JonChesterfield•9mo ago
Lots of silicon degradation modes get worse with increasing temperature. Optimising for 100C, laptop style, roughly means running low clocks, low volts, expecting shorter lifespan.
crote•9mo ago
Thermal resistance, for one. There's always going to be a temperature gradient from the hottest hotspot to the evaporation surface of your cooler. If you want your cooler to be at 100C, your hotspot is going to have to be significantly hotter: can the chip handle running at 150C, or 175C?
librasteve•9mo ago
i really like this idea … two supportive arguments are (i) you want to run your trannies hot vs. ambient to drive heat flow [they already run at 80-100°C] and (ii) you can use heat pipe vacuum tech to fine tune the capillary transition temp and to produce a lower temp arterial cooling circuit.