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
This ‘Machine Eye’ Could Give Robots Superhuman Reflexes
Running on a brain-like chip, the ‘eye’ could help robots and self-driving cars make split-second decisions. You’re driving in a winter storm at midnight. Icy rain smashes your windshield, immediately turning it into a sheet of frost. Your eyes dart across the highway, seeking any movement that could be wildlife, struggling vehicles, or highway responders trying to pass. Whether you find safe passage or meet catastrophe hinges on how fast you see and react.Even experienced drivers st
Show HN: I analyzed 120 films to help screenwriters test narrative structure
Almost 10 years ago, I used to host a film club in my office. A friend of mine was hosting one in the city and they needed a space.I had an openfloor office and that meant we clear the space, fire up the projector and can host the film club. They met between 9pm to 7am once a month, on a friday. Each meeting had 100-150 people attending.This went on for a few months - there was a curator assigned for each meet who would take a theme, and showcase films from the first film ever made in that genre
Show HN: LLM-use – cost-effective LLM orchestrator for agents
Hi HN,
Built llm-use: a lightweight Python toolkit for efficient agent workflows with multiple LLMs.
Core pattern: strong model (Claude/GPT-4o/big local) for planning + synthesis; cheap/local workers for parallel subtasks (research, scrape, summarize, extract…).
Features:
• Mix Anthropic, OpenAI, Ollama, llama.cpp
• Smart router: cheap/local first, escalate only if needed (learned + heuristic)
• Parallel workers (–max-workers)
• Real scraping + cache (BS4 or Playwright)
•
Atom-sized gates could transform DNA sequencing and neuromorphic computing
Scientists have taken a major step toward mimicking nature’s tiniest gateways by creating ultra-small pores that rival the dimensions of biological ion channels—just a few atoms wide. The breakthrough opens new possibilities for single-molecule sensing, neuromorphic computing, and studying how matter behaves in spaces barely larger than atoms.
Quantum entanglement pushes optical clocks to new precision
By replacing single atoms with an entangled pair of ions, physicists in Germany have demonstrated unprecedented stability in an optical clock. Publishing their results in Physical Review Letters, a team led by Kai Dietze at the German National Metrology Institute, hope their approach could help usher in a new generation of optical clocks—opening up new possibilities in precision experiments and metrology.
Why some tunes stick: Mathematical symmetry helps explain catchy melodies
Why do some melodies feel instantly right, balanced, memorable and satisfying, even if you have never heard them before? New research from the University of Waterloo suggests that more than creativity is at play.
AI breakthrough could replace rare earth magnets in electric vehicles
Scientists at the University of New Hampshire have unleashed artificial intelligence to dramatically speed up the hunt for next-generation magnetic materials. By building a massive, searchable database of 67,573 magnetic compounds — including 25 newly recognized materials that stay magnetic even at high temperatures — the team is opening the door to cheaper, more sustainable technologies.
New sodium ion battery stores twice the energy and desalinates seawater
A surprising breakthrough could help sodium-ion batteries rival lithium—and even turn seawater into drinking water. Scientists discovered that keeping water inside a key battery material, instead of removing it as traditionally done, dramatically boosts performance. The “wet” version stores nearly twice as much charge, charges faster, and remains stable for hundreds of cycles, placing it among the top-performing sodium battery materials ever reported.
VC Quantonation closes €220M fund to back next-gen physics tech
Paris-based VC Quantonation has closed a €220M deep-tech fund to back quantum and physics-first startups across Europe and beyond.
Robust Frozen Dynamics Observed on a Quantum System
Duke Quantum Center researchers use a neutral-atom platform to simulate unusual localization effects that could underpin robust quantum information storage.
Quantum sensor research advances the pursuit of dark matter
Researchers at the Department of Energy's Oak Ridge National Laboratory are helping to pave a path for the eventual discovery ...
This Quantum Breakthrough Connects Two Opposite Realities
“The theoretical framework we developed explains how quasiparticles emerge in systems with an extremely heavy impurity, ...
Quantum simulator reveals statistical localization that keeps most qubit states frozen
In the everyday world, governed by classical physics, the concept of equilibrium reigns. If you put a drop of ink into water, ...
Microscopic mirrors for future quantum networks: A new way to make high-performance optical resonators
Researchers in the Harvard John A. Paulson School of Engineering and Applied Sciences (SEAS) and the Faculty of Arts and ...
Scientists reveal how quantum electron spin can create magnetism
At the smallest scales of matter, nature behaves in ways that feel almost counterintuitive. Individual particles follow simple rules, but when they interact together, entirely new behaviors can emerge.
Cisco and Qunnect build quantum network using New York fiber optic cables
SAN FRANCISCO, Feb 18 (Reuters) - Cisco Systems and startup Qunnect said on Wednesday that they have built and operated a quantum network between Brooklyn and Manhattan in New York which sends signals
Quantum-level effects in biology: Weak magnetic fields and isotopes can alter cell protein structures
A novel method to manipulate the inner structure of cells connects several scientific fields and could represent a significant step in the treatment of neurodegenerative diseases, such as Alzheimer's ...
Your Consciousness Can Connect With the Whole Universe, Groundbreaking Research Suggests
This breathtaking clue about the architecture of consciousness supports a Nobel-Prize winner’s theory about how quantum physics works in your brain.
Show HN: Q12 – A constraint-based 2D drawing tool
Q12 is a new web-based 2D parametric drawing tool built specifically for geometric problem solving, for playing interactive "what if" games with drawings, and for the design and optimization of mechanisms.Q12 has the usual set of drawing constraints found in other CAD tools (e.g. "lines are parallel") but also supports inequality constraints, area constraints, and arbitrary expressions between geometric quantities. We built Q12 to solve problems like those below, after findin