惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

Y
Y Combinator Blog
V
V2EX
Jina AI
Jina AI
爱范儿
爱范儿
M
MIT News - Artificial intelligence
量子位
L
LangChain Blog
Google DeepMind News
Google DeepMind News
酷 壳 – CoolShell
酷 壳 – CoolShell
罗磊的独立博客
腾讯CDC
MongoDB | Blog
MongoDB | Blog
P
Proofpoint News Feed
宝玉的分享
宝玉的分享
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
Last Week in AI
Last Week in AI
H
Hackread – Cybersecurity News, Data Breaches, AI and More
F
Fortinet All Blogs
The GitHub Blog
The GitHub Blog
Engineering at Meta
Engineering at Meta
博客园 - 聂微东
让小产品的独立变现更简单 - ezindie.com
让小产品的独立变现更简单 - ezindie.com
Vercel News
Vercel News
T
The Blog of Author Tim Ferriss

Latest from Tom's Hardware in Tech-industry

Google Cloud customer wakes up to $18,000+ bill despite $7 budget, thanks to forgotten API key in published project — attacker put in 60,000+ requests and blasted through $1,400 spending cap Samsung engineer sentenced to 7 years in prison for selling chipmaking trade secrets to Chinese chipmaker — ex-employee supplied 10nm DRAM data to CXMT for $2 million Microsoft facing $2.8 billion UK lawsuit for overcharging 60,000 businesses using Microsoft Server on other clouds — Azure users allegedly received lower wholesale pricing Ransomware negotiator pleads guilty after leaking victims' insurance details to 'BlackCat' hackers — perp gave attackers a precise picture of exactly how much each target could afford to pay Congress moves to strip the DoC of chip-export discretion with the MATCH Act — DUV lithography machines among those targeted in chipmaking tool crackdown Anthropic's Model Context Protocol includes a critical remote code execution vulnerability — newly discovered exploit puts 200,000 AI servers at risk Iran claims US exploited networking equipment backdoors during strikes — says devices from Cisco and others failed despite blackout in attack that 'indicates deep sabotage' Cerebras files for IPO — company remains unprofitable despite 20x revenue growth Anthropic nuked a company's access to Claude, stopping 60 employees dead in their tracks — support via Google Form is the only recourse for vague usage policy violation Biohacker claims to have sequenced their own genome at the kitchen table with M3 Ultra Mac Studio, Claude, and a $3,200 sequencer — DIY project requires 100GB of data storage per run, oodles of RAM New Jersey datacenter expansion got $77m in tax breaks to create exactly one permanent job — JPMorgan's site already scored $35m and currently employs just 25 workers Chinese chipmakers made record profit in 2025, despite slipping margins — U.S shipments fall 34% as Beijing shores up local chipmaking efforts AI cloud company Vercel breached after employee grants AI tool unrestricted access to Google Workspace — hacker… Every SK hynix employee could receive $477,000 bonuses this year, almost $900,000 next year — 35,000 workers reportedly set to benefit from share of $169 billion projected operating profit US gov't blocks China's largest LED chipmaker's $239 million bid to acquire Dutch lighting firm Lumileds… Tokyo court rules movie and anime 'spoiler articles' are copyright infringement in landmark criminal case — detailed, monetized plot summaries land man in Japanese prison Voyager 1 gets emergency instrument shutdown to solve escalating power crisis and give it ‘about a year of breathing room’ — interstellar spacecraft's nuclear power source is dying, leading to intensifying countermeasures Russian-made Shahed drones are ‘disintegrating in the air before reaching their targets’ due to shoddy manufacturing, video shows — commentators call Russian clones of Iran's drones 'flying garbage' Inventor showcases 3D printer filament dryer that mines Bitcoins and dries filament with waste heat, capable of 6 TH/s at 140W — joins Bitcoin-mining 3D printer in hobbyist-focused miner lineup Bluetooth tracker hidden in a postcard and mailed to a warship exposed its location — $5 gadget put a $585 million… Techie buys fake Ledger Nano S+ hardware crypto wallet and almost falls for phishing — a convincing clone would… Nvidia CEO Jensen Huang ‘nearly lost his composure’ when pressed on selling chips to China — ‘You’re not talking to someone who woke up a loser’ US lawmakers amend new restrictions on Chinese chipmakers — MATCH Act Analytics group signals possible delays at 40% of AI data center construction sites — companies deny schedule holdups, but satellite imagery indicates otherwise Local political revolts threaten to derail US data center projects — mounting delays are already costing AI hyperscalers billions Intel hires tenured Samsung exec to lead Foundry Services — signals company focus on winning business from potential Foundry suitors Elon Musk pushing forward with Terafab at TSMC ups revenue guidance and CapEx, buoyed by Google and Pentagon in talks to run custom AI chips inside classified environments — Google pushes for tight controls for TPUs surrounding use for mass surveillance and autonomous weapons TSMC warns of Intel Foundry
Scientists solve decades-old 2D physics puzzle — Ch...
Etiido Uko · 2026-04-21 · via Latest from Tom's Hardware in Tech-industry

Researchers at the University of Würzburg have demonstrated, for the first time, that chaotic growth in a 2D quantum system follows the Kardar–Parisi–Zhang (KPZ) equation, confirming a 40-year-old physics theory. For decades, physicists have believed that even highly disordered growth — from spreading flames to growing bacteria — follows hidden statistical rules.

Until now, the KPZ model, which describes how rough, uneven surfaces evolve under random conditions, had only been verified in simple, single-dimension systems, as extending it to more realistic 2D environments remained experimentally out of reach due to the extreme speeds and scales involved. The researchers’ findings, published in the Science journal, close a long-standing gap in the field, proving that the theory does indeed extend to 2D systems

Article continues below

To achieve this, the team engineered a highly controlled quantum system using a gallium arsenide (GaAs) semiconductor cooled to −269.15°C (−452.47°F), near absolute zero. By continuously illuminating the material with a laser, they generated short-lived hybrid particles known as polaritons — a mix of light and matter that form and decay within picoseconds.

These polaritons behave like a rapidly evolving “growth” system. As they are created and spread across the material, their distribution changes in both space and time, allowing researchers to track how the system develops under inherently random conditions.

Get Tom's Hardware's best news and in-depth reviews, straight to your inbox.

Using spectroscopy and Michelson interferometry, the team was able to precisely monitor this evolution, capturing how fluctuations in the system scale and spread. Their analysis revealed that the behavior of the polaritons closely matches the statistical patterns predicted by the KPZ equation in two dimensions.

Google Preferred Source

Follow Tom's Hardware on Google News, or add us as a preferred source, to get our latest news, analysis, & reviews in your feeds.