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Copper's Surprising Melting Behavior Provides Insights for Future Fusion Power Plant Design

Phys.org reports:
Future fusion power plants aim to recreate the heart of a star here on Earth to power our future energy needs. While the core fusion plasma will burn at hundreds of millions of degrees, the surrounding structural components must handle sudden, punishing heat loads that rival the extreme temperatures faced by spacecraft upon reentry into Earth's atmosphere. Copper and its alloys are primary candidates for handling these intense heat fluctuations, making it vital to understand exactly how the metal behaves when pushed to its melting point.
Now, researchers at the Department of Energy's SLAC National Accelerator Laboratory and collaborators have captured a detailed, step-by-step look at copper atoms as they underwent extreme heating. Published in Nature Communications, the results revealed a key parameter that allowed copper's crystal lattice to melt steadily rather than collapse instantaneously, as earlier simulations predicted. "These results greatly improve the simulations we use to predict which materials have the best shot at surviving the extreme conditions of future fusion reaction chambers," said Mianzhen Mo, a SLAC staff scientist who led the research. "They also demonstrate the incredible, atomic-scale resolution imaging we can achieve at SLAC's electron camera...."

Researchers use computer simulations, aided by AI and machine learning, to sift through innumerable combinations of elements and identify promising candidate materials for real-world testing.

"Whether the copper melts slowly or suddenly collapses, by the time the researchers look, the sample resembles nothing more than a metallic brown puddle," the article points out. But SLAC's powerful electron camera captures atomic and molecular movements down to the femtosecond — a millionth of a billionth of a second — and revealed that at around 1,424 degreesC (2,595 degreesF) there was still gradual melting as the temperature rose beyond the superheating limit, with real-world conditions showing the atoms shifted and retained some order.

"It's a straightforward solution," said Mianzhen Mo, a SLAC staff scientist who led the research. "But molecular dynamics simulations had been overlooking it for years. When you have complex simulations attempting to capture every aspect of reality, down to individual atoms, it takes real-world data to show you what's missing from the calculations."

Read more of this story at Slashdot.

X Open Sources Its Ranking and Filtering Algorithms

An anonymous reader shared this report from TechCrunch:

X is significantly expanding its open source codebase, which includes the app's "For You" algorithm and its core ranking engine, and adding a feature that will let users see if their account or posts have been impacted by any of its ranking systems, the social network said on Thursday. The company is making the source code for the "For You" timeline, the default feed you see when you open the app, available on GitHub under the Apache v2 license. It's also expanding its previous efforts to open source parts of its codebase to add more detail, including the model configuration, filter, and core ranking system details. That means it includes the parameters used to weight different signals — key to understanding which posts are actually displayed. This also makes the codebase roughly 10 to 15 times larger than it was before.

"You'll get the core ranking code that pulls posts and ranks them for any given user and assembles the feed," X's VP of Product Keith Coleman told TechCrunch in an interview ahead of the announcement. "You can see the systems that filter out potentially problematic, rule-violating content...And some of those systems, like the ranker and the score, you can even run yourself outside the company."
"This is the kind of thing that I think people will be fairly shocked that we are releasing," he added.

In addition to the repository, X is providing tools that will let users see for themselves if and how X's ranking systems have impacted their account or posts. A new transparency tool is rolling out to an "Under the Hood" page in the app's settings, which will let users who have posted 10 or more times over the past month download their aggregate stats as a JSON file. The file will show if any labels have been applied to their account or posts over the past calendar month.

X's VP of Product told TechCrunch that X engineers will consider pull requests. "That would be amazing to have people submitting code that improves the algorithm...I mean, how cool would it be for the X algorithm to be not just visible to the public, but also, like, by the public?"

Read more of this story at Slashdot.

Rotterdam - FediMeteo (@rotterdam@nl.fedimeteo.com)

Weer voor de stad Rotterdam Deze bot wordt beheerd door het FediMeteo-project. Voor informatie en contact kunt u de pagina https://fedimeteo.com raadplegen.

Weer voor Rotterdam ☁️ - 16-08-2026 07:16 CEST...

Weer voor Rotterdam ☁️ - 16-08-2026 07:16 CEST

In één oogopslag:
• 18.8°C · Bewolkt ☁️ | Min 18.7°C / Max 24.0°C | Kans op neerslag 1%

Verwachting voor vandaag:
• Min 18.7°C, Max 24.0°C (Bewolkt) ☁️, Kans op neerslag 1%, 🧭 1016.8 hPa ➡️ 0.0 hPa/24h, Windsnelheid: 14.8 km/u (4.1 m/s), richting: ↙ 27°

Uurlijkse voorspelling voor de komende 12 uur:

08:00: 19.1°C (Bewolkt) ☁️, 🧭 1017.0 hPa ➡️ 0.0 hPa/1h, Windsnelheid: 6.5 km/u (1.8 m/s), richting: ← 79°
09:00: 19.9°C (Bewolkt) ☁️, 🧭 1017.3 hPa ➡️ 0.0 hPa/1h, Windsnelheid: 6.5 km/u (1.8 m/s), richting: ↙ 67°
10:00: 20.3°C (Bewolkt) ☁️, 🧭 1017.5 hPa ➡️ 0.0 hPa/1h, Windsnelheid: 6.8 km/u (1.9 m/s), richting: ← 75°
11:00: 21.1°C (Bewolkt) ☁️, 🧭 1017.6 hPa ➡️ 0.0 hPa/1h, Windsnelheid: 5.4 km/u (1.5 m/s), richting: ← 80°
12:00: 21.8°C (Bewolkt) ☁️, 🧭 1017.6 hPa ➡️ 0.0 hPa/1h, Windsnelheid: 4.7 km/u (1.3 m/s), richting: ← 104°
13:00: 22.8°C (Bewolkt) ☁️, 🧭 1017.3 hPa ➡️ 0.0 hPa/1h, Windsnelheid: 2.9 km/u (0.8 m/s), richting: ← 109°
14:00: 24.0°C (Bewolkt) ☁️, 🧭 1017.0 hPa ➡️ 0.0 hPa/1h, Windsnelheid: 1.8 km/u (0.5 m/s), richting: ↓ 17°
15:00: 23.8°C (Bewolkt) ☁️, 🧭 1016.9 hPa ➡️ 0.0 hPa/1h, Windsnelheid: 14.8 km/u (4.1 m/s), richting: ↘ 318°
16:00: 22.4°C (Bewolkt) ☁️, 🧭 1017.1 hPa ➡️ 0.0 hPa/1h, Windsnelheid: 14.0 km/u (3.9 m/s), richting: ↘ 325°
17:00: 22.7°C (Bewolkt) ☁️, 🧭 1016.9 hPa ➡️ 0.0 hPa/1h, Windsnelheid: 10.4 km/u (2.9 m/s), richting: ↓ 338°
18:00: 22.1°C (Bewolkt) ☁️, Kans op neerslag 1%, 🧭 1016.7 hPa ➡️ 0.0 hPa/1h, Windsnelheid: 10.8 km/u (3.0 m/s), richting: ↓ 352°
19:00: 22.0°C (Zonnig) ☀️, Kans op neerslag 2%, 🧭 1015.9 hPa ↘️ -0.8 hPa/1h, Windsnelheid: 9.0 km/u (2.5 m/s), richting: ↓ 351°

Voorspelling voor de komende dagen:

maandag 17 augustus: Min 17.3°C, Max 20.5°C (Lichte regen) 🌧️, Neerslag 6.4 mm, Kans op neerslag 24%, 🧭 1016.0 hPa ↘️ -0.8 hPa/24h, Windsnelheid: 14.4 km/u (4.0 m/s), richting: ↘ 312°
dinsdag 18 augustus: Min 17.2°C, Max 20.8°C (Matige motregen) 🌦️, Neerslag 2.6 mm, Kans op neerslag 51%, 🧭 1012.1 hPa ↘️ -3.9 hPa/24h, Windsnelheid: 17.8 km/u (4.9 m/s), richting: ↗ 218°
woensdag 19 augustus: Min 16.4°C, Max 20.5°C (Lichte buien) 🌧️, Neerslag 11.8 mm, Kans op neerslag 45%, 🧭 1005.5 hPa ↘️ -6.6 hPa/24h, Windsnelheid: 14.1 km/u (3.9 m/s), richting: → 255°
donderdag 20 augustus: Min 15.2°C, Max 20.1°C (Lichte onweersbui) ⛈️, Neerslag 11.7 mm, Kans op neerslag 54%, 🧭 1004.6 hPa ↘️ -0.9 hPa/24h, Windsnelheid: 19.9 km/u (5.5 m/s), richting: ↗ 219°
vrijdag 21 augustus: Min 14.9°C, Max 18.4°C (Lichte onweersbui) ⛈️, Neerslag 8.2 mm, Kans op neerslag 64%, 🧭 1007.5 hPa ↗️ +2.9 hPa/24h, Windsnelheid: 13.6 km/u (3.8 m/s), richting: ↗ 243°
zaterdag 22 augustus: Min 14.3°C, Max 19.5°C (Lichte motregen) 🌦️, Neerslag 0.6 mm, Kans op neerslag 42%, 🧭 1016.7 hPa ↗️ +9.2 hPa/24h, Windsnelheid: 8.3 km/u (2.3 m/s), richting: ↘ 310°

Details:
• 🌡️ Huidige temperatuur (om 07:15): 18.8°C (Bewolkt)
• 🤚 Gevoelstemperatuur: 18.7°C (-0.1°C)
• 💨 Windsnelheid: 7.9 km/u (2.2 m/s), richting: ← 68°
• 🌬️ Windstoten: 15.8 km/h (4.4 m/s)
• 💧 Luchtvochtigheid: 63%
• 🧭 Luchtdruk: 1017.0 hPa ↗️ +0.5 hPa/3h
• 👁️ Zichtbaarheid: 23.6 km
• ☀️ UV-index: 0.3
• 🌅 Zonsopgang: 06:28 · 🌇 Zonsondergang: 21:04

Luchtkwaliteit:
• AQI: 39 🟢 (Goed)
• PM2.5: 6.1 μg/m³
• PM10: 10.1 μg/m³

Gegevens geleverd door Open-Meteo



The Guardian

Latest news, sport, business, comment, analysis and reviews from the Guardian, the world's leading liberal voice

The weekend is 100 years old – but have ‘skiveday Fridays’ and hybrid working ruined it for everyone?

In 1926, Henry Ford gave his employees both Saturdays and Sundays off – and the two-day chunk of time to party, pray or simply do nothing was born. Now it’s changed beyond recognition

For 11 years, from 1929 to 1940, the Soviet Union did not have weekends. Instead, to increase productivity citizens were allocated a day off in every seven at random. With 80% of the population at work on any given day, factories never had to power down.

A letter from a disgruntled worker to Pravda newspaper, published soon after the implementation of this new working calendar, outlined the problems: “What is there for us to do at home if our wives are in the factory, our children at school, and nobody can visit us?” the letter-writer asked. “It is no holiday if you have to have it alone.” Parents found themselves at home while their children were at school, or with kids unsupervised while they were on shift. With no shared day off, extended family gatherings became impossible. The workforce became demoralised and listless, the projected spike in productivity never materialised, and the policy was first modified, then abandoned altogether.

Continue reading...

I haven’t dated for years and want to try again. How do I prepare for the storm | Annalisa Barbieri

Do you really want to date, or do you just feel you should? Be kind to yourself, and maybe try real-world dating and avoid the apps for now

I haven’t been on a date in eight years and want to start next year. How can I prepare for the storm?

I want to love and care for someone. I long for a supportive, funny life partner. Should I say that to a man? And is that too much in a dating profile?

Continue reading...

The Singer review – come on feel the noise with KT Tunstall’s glowing gig theatre

Traverse theatre, Edinburgh
In Cora Bissett’s highly enjoyable and accessible show, a deaf man reintroduces a busker to the joy of music

‘There are other ways to listen,” says Joe (Jamie Rea) to his new friend Andy (Dylan Wood), a busker he has discovered on the street and invited home for a drink. He takes off his shoes, the better to feel the vibrations through the floor, and straps on a gadget called a Subpac. He gets Andy to lean his full height against a towering speaker stack. Only then does the rumbling bass kick in.

Little, perhaps, to distinguish them from two drum’n’bass enthusiasts, but this is something else. Joe is less singer than signer, a BSL speaker whose disability has been no impediment to his love of music. He tells an incredulous Andy that he appreciates sound by feeling it and puts his hand on the musician’s acoustic guitar to demonstrate. They form the least likely of songwriting partnerships.

Continue reading...

‘My electric toaster is more than 100 years old’: readers on their ancient appliances

After news that a couple from Gloucestershire are still using an Electrolux fridge from the 1930s, we asked readers about their experiences. From a 50-year-old TV to a 75-year-old vacuum cleaner, here are the old faithfuls

I have a 1974 Janex Batman and Robin wind-up talking alarm clock. Amazingly, it still works even though it’s more than 50 years old. It plays audio of Batman and Robin having a discussion on why should really get up and out of bed. I love it. Every time I see it, I smile. Jason Connolly, 57, district nurse, Macandrew Bay, New Zealand

Continue reading...

Destroyed crops, riverbed cyclists and a ‘Rock of Starvation’: how drought has devastated the Danube

The Guardian travelled 100 miles along the EU’s longest river, where some residents are struggling to secure drinking water

For centuries, the rock was seen as a warning. When it began to emerge from the Danube, beneath Gellért Hill in Budapest, it meant the river had fallen so low that floating mills could no longer operate, crops were probably failing, and hunger would almost certainly follow. That is why, in the Hungarian capital, where over time the boulder became little more than a legend, it was named Ínség-szikla – the Rock of Starvation.

Today, amid record-low water levels on the Danube, the rock has not only emerged from the water, but surfaced almost in its entirety, along with the sandy riverbed on which it rests, astonishing geologists and government scientists sent to examine it. And, much as the rock was said to warn, Hungary is now facing an unprecedented energy crisis that has forced the country to shut down all but one of its Danube-cooled nuclear reactors for the first time in 44 years.

Continue reading...

Wel.nl

Minder lezen, Meer weten.

WhatsApp heeft een nieuwe instelling waarmee AI je waarschuwt voor oplichters — zo zet je 'm aan

Er zit iets nieuws in je WhatsApp-instellingen, en het is geen emoji-update. Een AI-model op je eigen telefoon leest mee met berichten van onbekende nummers en zet er een waarschuwing bij zodra het gesprek eruitziet als een klassieke oplichterstruc. Aanzetten moet je zelf doen. En nee, het is niet je bank die je hoeft te bellen om te vragen of dit klopt.

Wat Scam Alert doet

De functie heet Scam Alert. Zet je hem aan, dan downloadt WhatsApp een klein machine learning-model naar je toestel. Dat model bekijkt inkomende berichten van mensen die niet in je contactenlijst staan en vergelijkt ze met bekende scampatronen: een dringende toon, vragen om persoonlijke gegevens, of het geduldige opbouwen van vertrouwen dat typisch is voor datingfraude.

Ziet het model iets verdachts, dan verschijnt er een waarschuwingsbanner in de chat. Alleen jij ziet die. De afzender krijgt geen enkele melding en kan dus niet uitvissen welke formulering het model triggert.

Blokkeren doet de AI niet. Dat blijft jouw beslissing.

Zo zet je hem aan

Scam Alert is optioneel en staat standaard uit. Je schakelt hem in via het instellingenmenu van WhatsApp; daarna wordt het model automatisch naar je telefoon gehaald. Uitzetten kan op elk moment. Wie wil zien wat er precies gebeurt, kan een transparantielogboek activeren via Account > Request Info > Scam Alert Activity: daar staat welke berichten zijn beoordeeld, wat eruit kwam en welke modelversie die beslissing nam.

Grote kans dat je de schakelaar nog niet vindt. De functie is afgelopen woensdag gepresenteerd en rolt voorlopig uit in een beperkte bèta, samen met onderzoekers uit het bug bounty-programma. Wanneer alle gebruikers hem krijgen, is niet bekendgemaakt.

Wat de AI wel en niet ziet

Dit is de kern van het ontwerp: de beoordeling gebeurt volledig op je telefoon. Berichtinhoud verlaat het toestel niet voor die controle, ook niet naar WhatsApp of moederbedrijf Meta, en de end-to-endversleuteling blijft volgens WhatsApp intact. Er is één uitzondering, en die zet jij zelf in gang: markeer je een gesprek als vertrouwd, dan kun je daarna kiezen om de laatste vijf ontvangen berichten met WhatsApp te delen om het model bij te schaven.

Wel wordt geteld hoe vaak een waarschuwing verschijnt en wat gebruikers daarna doen. Die cijfers zijn geaggregeerd en volgens WhatsApp niet herleidbaar: "We zullen niet weten welk bericht het was, wie ze verstuurde of ontving, of welk gesprek een waarschuwing veroorzaakte."

Een gekaapt account van je eigen nichtje glipt langs deze controle.

De blinde vlek

Scam Alert kijkt naar onbekende afzenders. Juist de meest effectieve WhatsApp-fraude komt binnen via een overgenomen account van iemand die wél in je contacten staat — het bekende "stem op mijn vriendin"-trucje. Daar geeft dit model geen waarschuwing. En blokkeren doet het nooit: je krijgt een banner, de rest is aan jou.

Wat je vandaag al kunt aanzetten

Wachten op de bèta hoeft niet. Onder Instellingen > Privacy > Oproepen (op de iPhone heet dat menu Gesprekken) zit "Onbekende bellers stilhouden", die vreemde beltonen wegfiltert zonder dat je het gesprek mist in je oproepenlijst. Verder blijven de oude reflexen het beste filter: geen betaalverzoek van een onbekend nummer, geen verificatiecode doorgeven, en bij een dringend familieberichtje eerst het echte nummer bellen.

  • Opgelicht?! over Scam Alert
  • Security.nl over het fraudemodel van WhatsApp
  • Fraudehelpdesk jaarcijfers 2025

In Twente wordt bovengemiddeld veel gedronken

Wie denkt dat er in Twente vaker stevig wordt gedronken dan in de rest van Nederland, heeft gelijk. Volgens cijfers van GGD, RIVM en CBS behoort Twente tot de Nederlandse regio’s met het hoogste percentage overmatige drinkers.

Het gaat om volwassenen van 18 tot 65 jaar die structureel meer alcohol drinken dan de gezondheidsrichtlijnen adviseren. Op de kaart is te zien dat vooral delen van het oosten en zuiden van het land relatief hoog scoren. Twente springt daarbij eruit.

Dat betekent natuurlijk niet dat elke Twentenaar vaak een borrel te veel neemt. Maar op regioniveau is het verschil opvallend. Het onderstreept opnieuw dat alcoholgebruik niet alleen een individueel onderwerp is, maar ook sterk verschilt per streek.