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Biggest Probabilistic Computer Turns Noise into Answers

https://spectrum.ieee.org/biggest-probabilistic-computer
82•rbanffy•21h ago

Comments

m-hodges•19h 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•18h 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•11h ago
Is there a paper on that? I’m not I see how.
spiritplumber•17h ago
Hari Seldon approves
rbanffy•11h ago
Computational Sociodynamics will be a very promising tool.
edu_do_cerrado•17h ago
we all know the answer is 42
RiverCrochet•17h 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•17h ago
When can I get an API key!
faangguyindia•15h ago
curious, where the guys who are working on mathematical models run their simulations these days.
petra•15h 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•12h ago
Also, there is a tiny version in microSD format:

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

teleforce•14h 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•9h ago
Best LLM ever.
bethekind•4h ago
I'm ignorant. What problems is this good at solving?

China's open-weights AI strategy is winning

https://werd.io/american-ai-is-locked-down-and-proprietary-its-losing/
515•benwerd•4h ago•441 comments

Hacker wipes Romania's land registry database

https://news.risky.biz/risky-bulletin-hacker-wipes-romanias-entire-land-registry-database/
442•speckx•5h ago•235 comments

Hyprland 0.55 announced the switch to Lua for its config files

https://hypr.land/news/update55/
62•matesz•1h ago•37 comments

How we measured AI writing across arXiv, and where the measurement breaks

https://unslop.run/blog/measuring-ai-writing-on-arxiv
142•dopamine_daddy•2h ago•96 comments

Kimi Work

https://www.kimi.com/products/kimi-work
82•ms7892•2h ago•38 comments

Jelly UI: Soft-body physics for native HTML form controls

https://jelly-ui.com/
95•baldvinmar•2h ago•30 comments

Corners Don't Look Like That: Regarding Screenspace Ambient Occlusion (2012)

https://nothings.org/gamedev/ssao/
114•firephox•4h ago•41 comments

Airport Simulator

https://airport.apunen.com/
505•apunen•8h ago•109 comments

Nativ: Run frontier open models locally on your Mac

https://blaizzy.github.io/nativ/
17•aratahikaru5•1h ago•1 comments

Launch HN: Bloomy (YC S26) – AI-powered mastery learning for K-12

26•alexsouthmayd•2h ago•55 comments

Firefox Merges Support for Vulkan Video Decoding

https://github.com/search
174•DemiGuru•5h ago•41 comments

Perfection Is Not Over-Engineering

https://var0.xyz/posts/perfection-is-not-over-engineering.html
129•var0xyz•5h ago•58 comments

Cross sectioning insects in an electron microscope with a femtosecond laser [video]

https://www.youtube.com/watch?v=NwhVJ7cv9B4
34•surprisetalk•3h ago•2 comments

An Empirical Study: AI Agent Rules Need Context and Layered Enforcement

https://eunomia.dev/blog/2026/07/15/ebpf-ai-agent-policy-enforcement/
12•matt_d•1h ago•0 comments

The Voice of Google

https://www.newyorker.com/culture/the-weekend-essay/the-voice-of-google
81•littlexsparkee•4h ago•35 comments

Ziggity – A terminal UI for Git, written in Zig

https://github.com/simoarpe/ziggity
36•TheSorcerer•3h ago•25 comments

We're Squandering LEDs' Potential to Save Our Night Skies

https://spectrum.ieee.org/led-light-pollution
159•defrost•6h ago•114 comments

Shinjuku Station in 3D

https://satoshi7190.github.io/Shinjuku-indoor-threejs-demo/
81•Gecko4072•5h ago•16 comments

Exploit brokers pay $500k for WordPress RCEs. I found one with GPT5.6 and $25

https://slcyber.io/research-center/exploit-brokers-pay-500000-for-a-wordpress-rce-i-found-one-wit...
343•infosecau•11h ago•196 comments

The drivers behind software delivery inefficiency

https://dl.acm.org/doi/10.1145/3800646.3800650
13•qaprof•1h ago•2 comments

That post never existed. Stop listening to that thing

https://rachelbythebay.com/w/2026/05/05/404/
67•wglb•1h ago•43 comments

The EU is about to sell our most sensitive data to the US for visa-free travel

https://edri.org/our-work/the-eu-is-about-to-sell-our-most-sensitive-data-to-the-us-for-visa-free...
411•rapnie•7h ago•231 comments

Kimi K3, Qwen 3.8, and Anthropic's (Potential) Unravelling

https://www.emergingtrajectories.com/lh/frontier-lab-economics/
187•cl42•4h ago•190 comments

Controlling Reasoning Effort in LLMs

https://magazine.sebastianraschka.com/p/controlling-reasoning-effort-in-llms
37•ibobev•4h ago•2 comments

Agent swarms and the new model economics

https://cursor.com/blog/agent-swarm-model-economics
8•jlaneve•1h ago•1 comments

What I Learned from Reimplementing 40 Multi-Agent LLM Papers

https://medium.com/@Koukyosyumei/what-i-learned-from-reimplementing-40-multi-agent-llm-papers-bd6...
11•syumei•4d ago•3 comments

NYC Subway Signals: A Complete Guide

https://www.nycsubway.org/wiki/Subway_Signals%3A_A_Complete_Guide
31•at1as•4h ago•7 comments

Inertia-1: An Open Exploration to a Unified Motion Foundation Model

https://yang-ai-lab.github.io/Inertia-1/
42•hasheddan•6h ago•1 comments

I Stopped "Creating Content"

https://refactoringenglish.com/blog/why-i-stopped-creating-content/
83•mtlynch•3h ago•64 comments

Soofi – Sovereign Open Source Foundation Models

https://www.soofi.info/
39•Fake4d•6h ago•13 comments