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The new X API pricing must be a joke

https://developer.x.com/
1•danver0•1m ago•0 comments

Show HN: RMA Dashboard fast SAST results for monorepos (SARIF and triage)

https://rma-dashboard.bukhari-kibuka7.workers.dev/
1•bumahkib7•1m ago•0 comments

Show HN: Source code graphRAG for Java/Kotlin development based on jQAssistant

https://github.com/2015xli/jqassistant-graph-rag
1•artigent•6m ago•0 comments

Python Only Has One Real Competitor

https://mccue.dev/pages/2-6-26-python-competitor
2•dragandj•8m ago•0 comments

Tmux to Zellij (and Back)

https://www.mauriciopoppe.com/notes/tmux-to-zellij/
1•maurizzzio•8m ago•1 comments

Ask HN: How are you using specialized agents to accelerate your work?

1•otterley•10m ago•0 comments

Passing user_id through 6 services? OTel Baggage fixes this

https://signoz.io/blog/otel-baggage/
1•pranay01•10m ago•0 comments

DavMail Pop/IMAP/SMTP/Caldav/Carddav/LDAP Exchange Gateway

https://davmail.sourceforge.net/
1•todsacerdoti•11m ago•0 comments

Visual data modelling in the browser (open source)

https://github.com/sqlmodel/sqlmodel
1•Sean766•13m ago•0 comments

Show HN: Tharos – CLI to find and autofix security bugs using local LLMs

https://github.com/chinonsochikelue/tharos
1•fluantix•14m ago•0 comments

Oddly Simple GUI Programs

https://simonsafar.com/2024/win32_lights/
1•MaximilianEmel•14m ago•0 comments

The New Playbook for Leaders [pdf]

https://www.ibli.com/IBLI%20OnePagers%20The%20Plays%20Summarized.pdf
1•mooreds•14m ago•0 comments

Interactive Unboxing of J Dilla's Donuts

https://donuts20.vercel.app
1•sngahane•16m ago•0 comments

OneCourt helps blind and low-vision fans to track Super Bowl live

https://www.dezeen.com/2026/02/06/onecourt-tactile-device-super-bowl-blind-low-vision-fans/
1•gaws•18m ago•0 comments

Rudolf Vrba

https://en.wikipedia.org/wiki/Rudolf_Vrba
1•mooreds•18m ago•0 comments

Autism Incidence in Girls and Boys May Be Nearly Equal, Study Suggests

https://www.medpagetoday.com/neurology/autism/119747
1•paulpauper•19m ago•0 comments

Wellness Hotels Discovery Application

https://aurio.place/
1•cherrylinedev•20m ago•1 comments

NASA delays moon rocket launch by a month after fuel leaks during test

https://www.theguardian.com/science/2026/feb/03/nasa-delays-moon-rocket-launch-month-fuel-leaks-a...
1•mooreds•20m ago•0 comments

Sebastian Galiani on the Marginal Revolution

https://marginalrevolution.com/marginalrevolution/2026/02/sebastian-galiani-on-the-marginal-revol...
2•paulpauper•23m ago•0 comments

Ask HN: Are we at the point where software can improve itself?

1•ManuelKiessling•24m ago•1 comments

Binance Gives Trump Family's Crypto Firm a Leg Up

https://www.nytimes.com/2026/02/07/business/binance-trump-crypto.html
1•paulpauper•24m ago•1 comments

Reverse engineering Chinese 'shit-program' for absolute glory: R/ClaudeCode

https://old.reddit.com/r/ClaudeCode/comments/1qy5l0n/reverse_engineering_chinese_shitprogram_for/
1•edward•24m ago•0 comments

Indian Culture

https://indianculture.gov.in/
1•saikatsg•27m ago•0 comments

Show HN: Maravel-Framework 10.61 prevents circular dependency

https://marius-ciclistu.medium.com/maravel-framework-10-61-0-prevents-circular-dependency-cdb5d25...
1•marius-ciclistu•27m ago•0 comments

The age of a treacherous, falling dollar

https://www.economist.com/leaders/2026/02/05/the-age-of-a-treacherous-falling-dollar
2•stopbulying•27m ago•0 comments

Ask HN: AI Generated Diagrams

1•voidhorse•30m ago•0 comments

Microsoft Account bugs locked me out of Notepad – are Thin Clients ruining PCs?

https://www.windowscentral.com/microsoft/windows-11/windows-locked-me-out-of-notepad-is-the-thin-...
7•josephcsible•30m ago•1 comments

Show HN: A delightful Mac app to vibe code beautiful iOS apps

https://milq.ai/hacker-news
6•jdjuwadi•33m ago•1 comments

Show HN: Gemini Station – A local Chrome extension to organize AI chats

https://github.com/rajeshkumarblr/gemini_station
1•rajeshkumar_dev•33m ago•0 comments

Welfare states build financial markets through social policy design

https://theloop.ecpr.eu/its-not-finance-its-your-pensions/
2•kome•37m ago•0 comments
Open in hackernews

P-computers can solve spin-glass problems faster than quantum systems

https://news.ucsb.edu/2025/022239/new-ucsb-research-shows-p-computers-can-solve-spin-glass-problems-faster-quantum
81•magoghm•2mo ago

Comments

m_dupont•1mo ago
Very interesting article.

This makes me wonder: Would it be possible to implement an equivalent to Shor's algorithm on a p-computer. Maybe the quantumness isn't necessary at all

MontyCarloHall•1mo ago
I doubt it. Shor's algorithm relies on the quantum Fourier transform, which requires the complex phase information encoded in the quantum wavefunctions. The quantum probability norm (L2) accounts for interference between the complex amplitudes of these wavefunctions; the classical L1 probability norm does not.
ogogmad•1mo ago
I'm not sure that it's just L1 vs L2, since the Wigner formulation of quantum mechanics uses real-valued quasi-probabilities, but ones which can take negative values.

Oh, and also, if you swap out h-bar in Wigner's equations with some wavelength \lambda, you can interpret it in terms of classical wave optics... somehow. I'm not sure.

marzchipane•1mo ago
That's a cool thought! For those who may not know, Shor's algorithm is fundamentally quantum because it relies on the interference of probability amplitudes, which can be both positive and negative. It could not be directly implemented on a p-computer because you could only simulate this interference, which removes the exponential advantage.

It's possible that an entirely different approach is made possible by p-computers, but this would be tricky to find. Furthermore, it seems that the main advantage of p-computers is sampling from a Boltzmann-like distribution, and I'm not aware that this is the bottleneck in any known factorisation algorithm.

inasio•1mo ago
The paper compares p-computers with D-Wave's quantum annealing machine, which is limited to only solving certain problems (as opposed to universal QC such as Google or IonQ's, that could in theory implement Shor's)
supernetworks•1mo ago
A direct equivalent, no, as stated in the introduction.

"Notably, while probabilistic computers can emulate quantum interference with polynomial resources, their convergence is in general believed to require exponential time [10]. This challenge is known as the signproblem in Monte Carlo algorithms [11]."

aleph_minus_one•1mo ago
> A direct equivalent, no, as stated in the introduction

... of https://www.nature.com/articles/s41467-025-64235-y

supernetworks•1mo ago
yes, this paper is the main subject of the article
aleph_minus_one•1mo ago
The article links two papers (text: "Two recent papers underscore that potential."):

- https://www.nature.com/articles/s41928-025-01439-6 (link text: "In one study")

- https://www.nature.com/articles/s41467-025-64235-y (link text: "In the most recent paper")

supernetworks•1mo ago
yes understood, the first article isn't the main subject of the article.
gaze•1mo ago
The power of quantum computing is constructing the solution to a problem out of an interference pattern. Classical probabilities don’t interfere, but quantum probabilities do. Loosely, quantum probabilities can be constructed to cancel, since their amplitudes can be negative.

Shor’s algorithm works on the quantum Fourier transform. The quantum Fourier transform works because you can pick a frequency out of a signal using a “test wave.” The test wave can select out the amplitude of interest because the information of the test wave constructively interferes, whereas every other frequency cancels. This is the interference effect that can only happen with complex/negative probability amplitudes.

mrbluecoat•1mo ago
> We used millions of p-bits

I'm not sure how this compares to quantum with its dozens to hundreds of qubits

simonerlic•1mo ago
Good sign that Extropic may be on the right path here
v8xi•1mo ago
Just remains to be seen whether they can maintain capitalization long enough to find PMF
gaze•1mo ago
The communication here is clear as mud. WHICH quantum systems? D-Wave? We know D-Wave is a joke!
abirch•1mo ago
The communication is in a superstate that has yet to collapse.
cubefox•1mo ago
I'm confused. Do p-computers have any complexity theoretic advantage over classical computers, similar to how quantum computers have such an advantage in some areas? Or are they just normal computers in the end?
DonHopkins•1mo ago
P-computers is just another name for legume-computers, which are great for bean-counting, and are deployed in pods.
inkysigma•1mo ago
The answer should be no right? I think BPP is expected to be equal to P and BQP to be not equal to P.
supernetworks•1mo ago
by complexity class that would be consensus, although the argument for building BPP systems is about the energy cost being orders of magnitude less and perhaps also some polynomial speedup
ThouYS•1mo ago
P is stored in the computer
oersted•1mo ago
Probably against guidelines, but made me smile, so there's your upvote sir. Tastefully obscure yet crass :)
wasabi991011•1mo ago
I'm having a hard time understanding this article.

First of all, a quantum annealer is not a universal quantum computer, just to elucidate the title.

Then, it seems like they are comparing a simulation of p-computers to a physical realization of a quantum annealer (likely D-wave, but not named outright for some reason). If this is true, it doesn't seem like a very relevant comparison, because D-wave systems actually exist, while their p-computer sounds like it is just a design. But I may have misunderstood, because at times they make it sound like the p-computer actually exists.

Also, they talk about how p-computers can be scaled up with TSMC semiconductor technology. From what I know, this is also true for semiconductor-based (universal) quantum computers.

gowld•1mo ago
The submission is an ad.

University press releases should not be posted on HN. a press release is just a published paper + PR spin. If the PR spin were true, it would be in the paper. Just link to the paper.

https://www.nature.com/articles/s41467-025-64235-y

Title: "Pushing the boundary of quantum advantage in hard combinatorial optimization with probabilistic computers"

Abstract: "Adaptive parallel tempering [...] scales more favorably and outperforms simulated quantum annealing"

HN title should be changed to match the paper title or abstract.

poppafuze•1mo ago
They misspelled "analog".
jcims•1mo ago
Is this similar to what Extropic is doing?
gradientsrneat•1mo ago
I know this is missing the point (qubits vs bits), but still I find it amusing that today's mass-produced computers are called "classical" even though transistor behavior is dependent on quantum tunneling of electrons.