I'm not sure how this compares to quantum with its dozens to hundreds of qubits
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.
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.
m_dupont•3h ago
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•3h ago
ogogmad•1h ago
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•3h ago
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•3h ago
supernetworks•2h ago
"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•2h ago
... of https://www.nature.com/articles/s41467-025-64235-y
supernetworks•1h ago
aleph_minus_one•1h ago
- 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•1h ago
gaze•1h ago
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.