entangled dot cloud

MIT engineers develop a magnetic transistor for more energy-efficient electronics

Transistors, the building blocks of modern electronics, are typically made of silicon. Because it’s a semiconductor, this material can control the flow of electricity in a circuit. But silicon has fundamental physical limits that restrict how compact and energy-efficient a transistor can be.MIT researchers have now replaced silicon with a magnetic semiconductor, creating a magnetic transistor that could enable smaller, faster, and more energy-efficient circuits. The material’s magnetism strongly

Show HN: WayInfer – Native GGUF engine that runs models larger than your RAM

We built a native inference engine that runs quantized LLMs directly from SSD using memory-mapped I/O. The model never fully loads into RAM — the OS pages weights on demand as each layer executes.*What it does:* - Mixtral 8x22B (80GB, 141B params) runs on a machine with 48GB RAM - Model loads in 0.3 seconds (vs 190s with llama.cpp) - Produces correct output: "What is 2+2?" → "The sum of 2 and 2 is 4." - Zero dependencies — custom tensor engine, custom GGUF parser, no ggm

Show HN: Open-source distributed quantum compute network

Hey HN. I'm Colton (YC S21, ex-Acorns), one of the founders of Postquant Labs. My cofounder Richard is a cryptographer out of Draper Labs and DARPA. We're building Quip.Network, the first distributed quantum compute network. We just opened our testnet and wanted to share it here.The basic problem: quantum hardware is here and already competitive on certain optimization problems, but for most people, there's no way to access it. The machines cost millions and the hardware and resea

Scientists reveal hidden interface in superconducting qubit material

Researchers from the U.S. Department of Energy's (DOE) Brookhaven National Laboratory and DOE's Pacific Northwest National Laboratory (PNNL) have uncovered an unexpected interface layer that may be ...

The Mad Scramble to Power AI Is Rewiring the US Grid

With data center power demand expected to nearly triple by 2030, tech companies are bankrolling new plants and even their own “shadow grid.” Unless you’ve had your head in the sand, you’re likely aware that AI has a major energy problem. And as AI companies scramble to source power for their ever-expanding fleet of data centers, the technology is reshaping the US grid.After more than a decade of flat growth, nationwide electricity demand has been climbing 1.7 percent annually s

‘It’s a real shock’: quantum-computing breakthroughs pose imminent risks to cybersecurity

<p>Nature, Published online: 02 April 2026; <a href="https://www.nature.com/articles/d41586-026-01054-1">doi:10.1038/d41586-026-01054-1</a></p>Two analyses suggest that quantum computers could crack ubiquitous security keys and cryptocurrencies before the decade is over.

Quantum entanglement between electrons and ions captured at attosecond timescale

Quantum mechanics is extremely successful at describing the behavior of matter at the atomic level. This success forces one to accept that certain aspects of physical reality go far beyond our intuition. Among these, none is more intriguing than the concept of quantum entanglement, which mathematically describes how two particles that have at some point in the past interacted with each other retain a memory of this interaction to such an extent that acting on one of the two particles has a measu

Laser-powered wireless hits 360 Gbps and uses half the energy of Wi-Fi

A new breakthrough in wireless technology could dramatically boost internet speeds while cutting energy use—by switching from radio waves to light. Researchers have developed a tiny chip packed with dozens of miniature lasers that can transmit massive amounts of data simultaneously, reaching speeds over 360 gigabits per second in early tests.

This New Quantum Theory Could Change Everything We Know About the Big Bang

Scientists have proposed a bold new explanation for how the universe began, suggesting the Big Bang’s rapid expansion may have emerged naturally from the laws of quantum gravity. Credit: Shutterstock ...

Quantum researchers engineer extremely precise phonon lasers

When lasers were invented in the 1960s, they opened new avenues for scientific discovery and everyday applications, from ...

Bizarre quantum experiment just proved atoms can exist in two places at once

You can say the universe has a split personality. Or better said, our physical models of the universe are the ones fractured.

Quantum Circuits Have a Hidden Weakness and It Changes Everything

A new theoretical study has taken a close look at how noise influences these circuits. The results show that noise places a ...

Quantum Computing Built An Impossible Molecule — With Big Implications

An international team of scientists proved the never-before-seen molecule's exotic nature using a quantum computer, ...

Useful quantum computers could be built with as few as 10,000 qubits, team finds

Quantum computers of the future may be closer to reality thanks to new research from Caltech and Oratomic, a Caltech-linked start-up company. Theorists and experimentalists teamed up to develop a new ...

Novel approach to quantum error correction portends a scalable future for quantum computing

A University of Sydney quantum physicist has developed a new approach to quantum error correction that could significantly ...

Groundbreaking new theory rewrites quantum view of the Big Bang

A Gravity Theory That Could Rewrite the Universe’s First Moments The first fraction of a second after the Big Bang has always posed a problem. Physics can describe a great deal about the universe once it cooled and expanded, but the very beginning, when temperatures and energies were extreme, has remained harder to pin down.

Quantum Computers Will Change Everything।

Quantum computers are the next generation of technology that use quantum bits (qubits) instead of traditional bits. Unlike normal ...

Helium atoms exist in two places at once in quantum breakthrough

Scientists show helium atoms can exist in two places at once, preserving quantum behavior even as they fall under gravity.

How physicists proved that quantum weirdness is a feature, not a bug

Charles H. Bennett and Gilles Brassard, winners of this year’s Turing Award, spent their lives touting the advantages of the quantum world

Bizarre Quantum Experiment Just Proved Atoms Can Exist In Two Places At Once

A new experiment with momentum-entangled helium atoms could help unite quantum mechanics and general relativity.