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

Cisco orchestrates Qunnect’s quantum network trial

Cisco inserted itself into a quantum networking trial with Qunnect that integrated the former’s enterprise-grade ...

Show HN: ZcoreAI – Z-score regression channel screener

Hey HN,I built ZcoreAI, a quant stock scanner that applies Donchian-Weighted regression channels to compute Z-scores across multiple timeframes simultaneously.The idea: instead of eyeballing charts, you get a matrix of Z-score values per ticker per timeframe in one scan — so you can spot statistically overbought/oversold signals across your watchlist in seconds.How it works: - Pick timeframes (1m to 1wk) - Pick tickers (or use the preloaded free watchlist) - Hit scan — regression chan

Show HN: E8-Matrix: open-source physical particle discovery platform

I’d like to share E8-Matrix - a open-source physical particle discovery platform (recent program paper titled “From a High-Symmetry Sector to Testable Observables: An E8-Motivated Projection Program”) and would greatly appreciate any constructive feedback from the community.The work outlines a top‑down computational framework that connects a high‑symmetry ⊇ E8 structure to 3+1D observables via an operational projection Π.Instead of ad‑hoc effective shifts, the goal is to trace predictions back

Show HN: ApplyGhost – Auto-apply to jobs with quality, not quantity

Hey HN,I'm a software engineer who spent 8 months job hunting last year. Applied to hundreds of jobs. Filled out the same forms over and over. Name, email, resume, cover letter, "how did you hear about us." You know the drill.I started building ApplyGhost out of frustration. Most auto-apply tools just blast your resume to 500 jobs and hope for the best. That never worked for me. I'd get interviews for roles I didn't even want.ApplyGhost takes a different approach: it rea

Aura-State: Formally Verified LLM State Machine Compiler

I noticed a pattern: every LLM framework today lets the AI manage state and do math. Then we wonder why pipelines hallucinate numbers and break at 3 AM.I took a different approach and built Aura-State, an open-source Python framework that compiles LLM workflows into formally verified state machines.Instead of hoping the AI figures it out, I brought in real algorithms from hardware verification and statistical learning:CTL Model Checking: the same technique used to verify flight control systems,

Show HN: Recall – Persistent Memory for Claude Code via MCP Hooks

Hi HN,A while back I posted about recall MCP - https://news.ycombinator.com/item?id=45516584 Since then I updated a series of times and received quite a good amount of positive response. I decided to take it a step further and make it an actual product. It has been a super interesting journey.I built Recall because I was spending 10+ minutes every Claude Code session re-explaining my project. Architecture, conventions, past decisions — all gone after a session restart or context c

Show HN: A machine-readable graph of truth claims, built on Git and Markdown

I've long been fascinated with deductive reasoning and wondered if it is possible to create comprehensive maps of human knowledge, starting from first principles.At it's core, Prime is just tooling to write, publish and explore a decentralized DAG of truth claims hosted on Github; a kind of infrastructure for rational thinking at scale.With the advent of LLMs I think this project might be more worthwhile than ever. I find LLMs can actually be quite "rational" if given specifi

Show HN: "Vote-MCP" -- a bit like Google Forms, but for AIs

I'm building a "coordination primitive" for autonomous AI agents, i.e., a REST API where they can create polls and vote in order to make collective decisions. So, it's a bit like Google Forms, but for bots. It's fun to contemplate what constitutes a good UI for them.You can have your agent(s) explore it at https://vote-demo.dapp32.com (the likes of Codex Mini or Claude Haiku should be enough). Heads up: the API provides Python code templates to help the caller

Show HN: Monohub – a new GitHub alternative / code hosting service

Hello everyone,My name is Teymur Bayramov, and I am developing a forge/code hosting service called Monohub. It is at a fairly early stage of development, so it's quite rough around the edges. It is developed and hosted in EU.I have started developing it as a slim wrapper around Git to serve my own code, but it grew to such extent that I decided to give it a try and offer it as a service. It doesn't have much at the moment, but it already has basic pull requests. Accessibility is h

Ask HN: My YC company is hiring one engineer/day but there's not enough work

I asked an AI to write this for me so my bosses can’t identify me based on my writing style.I work at a YC company. It’s not really a startup anymore — we’re well past that phase. We’re hiring at an insane pace right now, roughly one new software engineer per day.The weird part is… I don’t feel like there’s that much work to do.I’m not saying there’s no work, but the pace of hiring feels disconnected from reality. I don’t see enough meaningful projects, clear ownership, or actual execution needs

Show HN: I built a browser-based 3D editor since I didn't want to learn Blender

process demo - https://i.redd.it/fbhlwsq1gcmg1.gif render demo - https://i.redd.it/smddwtryhcmg1.gifI love making creative software. I spent a few years making pixel art software but recently have gotten into 3d animation and 2d animation and really wanted a way to realize crazy ideas.Blockbench didn't feel quite right, spline is super well made but felt catered too much to just idle website animations, and I really didn't want to fall down a master class

Show HN: Colnade – Type-Safe DataFrames for Python

Colnade is an expression-building and translation layer that sits on top of DataFrame backends like Polars, Dask, and Pandas to provide lint-time safety.Colnade replaces string-based column references with typed class attributes:```import colnade as cnclass Users(cn.Schema): name: cn.Column[cn.Utf8] = cn.Field(pattern=r"^[a-zA-Z\s\-']+$") age: cn.Column[cn.UInt64] = cn.Field(ge=0, le=150) score: cn.Column[cn.Float64] = cn.Field(ge=0, le=100) # Users.naem → type erro

Massive asteroid impact 6.3 million years ago left giant glass field in Brazil

For the first time ever, scientists have uncovered a vast field of tektites in Brazil — mysterious glassy fragments forged when a powerful extraterrestrial object slammed into Earth about 6.3 million years ago. Named “geraisites” after Minas Gerais, where they were first found, these dark, aerodynamic droplets of natural glass stretch across more than 900 kilometers and may mark one of South America’s most significant ancient impact events.

Show HN: The rust of Knox:anti-ASIC lattice L1 built by a dad and his 11yo son

I’ve been digging through the repository for the KNOX Protocol (v1.3.0), and while the pure-lattice cryptography is the headline, the actual engineering flex is the architecture. This father (ULT7RA) and his 11-year-old son(Rockasaurus Rex) didn't just write a whitepaper; they built the entire Layer-1 core from scratch in bare-metal Rust.If you are building a 100% post-quantum chain with no classical hashing, Rust isn't just a stylistic choice—it’s the only way this network survives.He

For the first time, light mimics a Nobel Prize quantum effect

Scientists have pulled off a feat long considered out of reach: getting light to mimic the famous quantum Hall effect. In their experiment, photons drift sideways in perfectly defined, quantized steps—just like electrons do in powerful magnetic fields. Because these steps depend only on nature’s fundamental constants, they could become a new gold standard for ultra-precise measurements. The discovery also hints at tougher, more reliable quantum photonic technologies.

A faint cosmic hum could solve the Universe’s expansion mystery

Astronomers have long known the universe is expanding—but exactly how fast remains one of the biggest mysteries in cosmology. Different techniques for measuring the Hubble constant stubbornly disagree, creating the so-called “Hubble tension.” Now researchers at the University of Illinois Urbana-Champaign and the University of Chicago have unveiled a bold new way to weigh in on the debate using gravitational waves—the faint ripples in spacetime produced by colliding black holes.

Jupiter’s moons may have formed with the ingredients for life

Jupiter’s icy moons may have been seeded with the chemical ingredients for life from the very beginning. An international team of scientists modeled how complex organic molecules—essential building blocks for biology—could have formed in the swirling disk of gas and dust around the young Sun and later been carried into Jupiter’s own moon-forming disk. Their results suggest that up to half of the icy material that built moons like Europa, Ganymede, and Callisto may have delivered freshly made org

UEC Research and Innovation newsletter highlights breakthroughs in neuroscience, robotics, augmented reality, quantum physics, and global collaboration

UEC Research and Innovation newsletter highlights breakthroughs in neuroscience, robotics, augmented reality, quantum physics, and global collaboration ...

The unprecedented link between quantum physics and artificial intelligence

Light does not “think” in any human sense. Still, under the right conditions, it can behave in a way that looks uncannily like a memory system.