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Biggest Probabilistic Computer Turns Noise into Answers

https://spectrum.ieee.org/biggest-probabilistic-computer
79•rbanffy•19h ago

Comments

m-hodges•17h ago
I absolutely love the photo of the computer at the top of the article. Not at all what I thought I was going to see from this headline.
anonymousiam•15h ago
It's not mentioned in the article, but this hardware architecture may be better suited for brute-forcing password/crypto/key cracking than traditional computing architectures.
rbanffy•9h ago
Is there a paper on that? I’m not I see how.
spiritplumber•15h ago
Hari Seldon approves
rbanffy•9h ago
Computational Sociodynamics will be a very promising tool.
edu_do_cerrado•15h ago
we all know the answer is 42
RiverCrochet•15h ago
> In contrast, p-bits flip between 0 or 1 with a tunable probability.

Isn't this basically an ADC (except the tunable probability isn't an input voltage)? Is this kinda-sorta a new form of analog computing?

dr_dshiv•15h ago
When can I get an API key!
faangguyindia•13h ago
curious, where the guys who are working on mathematical models run their simulations these days.
petra•13h ago
There's also digital probabilistic computing, with a processor working on AWS, and for the right workload ,claimed to be offering a very significant speed boost:

https://www.eetimes.com/probabilistic-computing-is-already-h...

Towards the end of the article.

rbanffy•9h ago
Also, there is a tiny version in microSD format:

https://www.mouser.ie/en/ProductDetail/Signaloid/S-C0-00-1D?...

teleforce•12h ago
The original paper by Çamsarı and his team, also linked from the OP article [1].

[1] Programmable Probabilistic Computer with 1,000,000 p-bits:

https://arxiv.org/abs/2606.25313

v3ss0n•7h ago
Best LLM ever.
bethekind•2h ago
I'm ignorant. What problems is this good at solving?

The Download: AI hiring biases, and weather data sabotage

https://www.technologyreview.com/2026/07/20/1140664/the-download-ai-hiring-biases-weather-data-sa...
1•joozio•5s ago•0 comments

Technology becomes more valuable when innovation slows down

https://jamesthomason.com/the-value-chain-cascade/
1•dollar•34s ago•0 comments

Show HN: Geozee Daily Geography Puzzle

https://geozee.earth/
1•Ciaranio•57s ago•0 comments

Standalone Pi coding agent extension harness for two-model agentic engineering

https://github.com/disler/fusion-harness
1•cromka•1m ago•1 comments

We scanned 27,075 real developer prompts to ChatGPT and found 3 live API keys

https://heimwall.ai/blog/we-scanned-27075-developer-prompts
1•ata2gxxx•1m ago•0 comments

My husbands suicide shows theres something very wrong with US insurance industry

https://www.statnews.com/2026/07/20/psychiatric-insurance-coverage-suicide-denial-personal-essay/
1•Jimmc414•3m ago•0 comments

Real-Time Omni-Modal Interaction Driven Whole-Body Mobile Manipulation [video]

https://www.youtube.com/watch?v=IiNbFPOUrz8
1•yogthos•7m ago•0 comments

Show HN: Amnesia – audit Claude Code's memory for contradictions

https://github.com/tiny-cloud-ventures/amnesia
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Show HN: Effort Router: Intelligent /effort selection per Claude turn

https://github.com/cfitzgerald-pd/effort-router
2•bennydog224•8m ago•0 comments

Mac OS on web created with Kimi k3

https://macos27.kimi.page/
1•gscott•8m ago•0 comments

5 Cups of coffee per day (up to 400 mg of caffeine/day) is safe for most adults

https://newsroom.heart.org/news/coffee-and-heart-health-how-many-cups-of-caffeinated-coffee-are-s...
2•sbolt•8m ago•0 comments

Agentic World Models

https://cameronrwolfe.substack.com/p/agentic-world-models
1•Brajeshwar•9m ago•0 comments

Felicia Day is making The Guild movie to spite Hollywood

https://www.polygon.com/felicia-day-the-guild-movie-interview/
1•turtleyacht•10m ago•0 comments

The president of Argentina forgot to unschedule his victory tweet

https://twitter.com/JMilei/status/2079001925681656226
1•Alifatisk•10m ago•1 comments

Alpha-Omega Donates USD 250k for Perl and CPAN Security

https://security.metacpan.org/2026/07/15/april-task-force-announcement.html
2•oalders•11m ago•0 comments

Aztec Experiments

https://github.com/vbuterin/aztec_experiments
1•plastic3169•14m ago•0 comments

Milk-V Jupiter2: RVA23-Compliant RISC-V SBC

https://milkv.io/jupiter2
2•dingi•14m ago•0 comments

Coding agents read your code (and how to write for them)

https://modem.dev/blog/how-coding-agents-read-your-code
1•TheFutureIsNear•15m ago•0 comments

A vibe-coded alternative to YieldGimp

https://mazzo.li/posts/vibe-coded-gilts.html
1•speckx•16m ago•0 comments

Prompting was middle management – loops fired you and sent you the bill

https://readtheinference.substack.com/p/prompting-was-middle-management
1•mmayernick•19m ago•0 comments

Show HN: Free creator brand-safety checker, no signup

1•yurimhln•20m ago•2 comments

Zenzic VS Code – Deterministic Markdown Analysis via LSP

https://zenzic.dev/blog/2026/07/18/zenzic-vs-code-extension/
1•PythonWoods-Dev•21m ago•0 comments

Ontario prison AI assigns black prisoners harsher living conditions

https://breachmedia.ca/black-prisoners-are-assigned-harsher-living-conditions-in-ontario-jails-th...
2•hn_acker•21m ago•2 comments

Fertility is collapsing because motherhood is zero-status

https://twitter.com/JohannKurtz/status/2079218735915860441
4•bilsbie•21m ago•1 comments

Type Safe Servant Auth Roles

https://blog.cofree.coffee/2026-07-20-servant-auth-roles/
1•solomonb•22m ago•0 comments

AliExpress fined €550M by EU for failing to stop sale of illegal and fake goods

https://www.theguardian.com/business/2026/jul/20/aliexpress-fined-by-eu-sale-of-illegal-fake-goods
3•atombender•23m ago•1 comments

Laws of Tech: Commoditize Your Complement

https://gwern.net/complement
2•kblissett•24m ago•0 comments

Why Did We Let Big Tech Take over Education?

https://www.afterbabel.com/p/sophie-winkleman-edtech-rollback-2026
1•paulpauper•24m ago•0 comments

EU to give industry more time to pollute and more funds to clean up

https://www.ft.com/content/c3c33e7b-8faf-4f06-b281-112117aeeb5a
1•alephnerd•24m ago•0 comments

Over 30% of new ArXiv submissions now read as AI-written

https://unslop.run/blog/measuring-ai-writing-on-arxiv
7•dopamine_daddy•25m ago•1 comments