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

S
Schneier on Security
F
Fortinet All Blogs
B
Blog
GbyAI
GbyAI
P
Proofpoint News Feed
量子位
The Register - Security
The Register - Security
宝玉的分享
宝玉的分享
大猫的无限游戏
大猫的无限游戏
云风的 BLOG
云风的 BLOG
V
Visual Studio Blog
B
Blog RSS Feed
WordPress大学
WordPress大学
Recorded Future
Recorded Future
Recent Announcements
Recent Announcements
V
Vulnerabilities – Threatpost
cs.CV updates on arXiv.org
cs.CV updates on arXiv.org
cs.AI updates on arXiv.org
cs.AI updates on arXiv.org
S
Secure Thoughts
雷峰网
雷峰网
Stack Overflow Blog
Stack Overflow Blog
C
Cybersecurity and Infrastructure Security Agency CISA
Webroot Blog
Webroot Blog
AWS News Blog
AWS News Blog
K
KPMG report finds enterprise disconnect between AI and its ROI | CIO
Exploit-DB.com RSS Feed
Exploit-DB.com RSS Feed
The GitHub Blog
The GitHub Blog
爱范儿
爱范儿
O
OpenAI News
月光博客
月光博客
H
Hacker News: Front Page
S
Security Affairs
W
WeLiveSecurity
The Hacker News
The Hacker News
aimingoo的专栏
aimingoo的专栏
freeCodeCamp Programming Tutorials: Python, JavaScript, Git & More
Help Net Security
Help Net Security
MongoDB | Blog
MongoDB | Blog
Cyber Security Advisories - MS-ISAC
Cyber Security Advisories - MS-ISAC
D
Docker
T
The Blog of Author Tim Ferriss
Spread Privacy
Spread Privacy
Blog — PlanetScale
Blog — PlanetScale
J
Java Code Geeks
S
Securelist
Microsoft Azure Blog
Microsoft Azure Blog
TaoSecurity Blog
TaoSecurity Blog
T
Threat Research - Cisco Blogs
M
MIT News - Artificial intelligence
A
About on SuperTechFans

The Guardian

Rory McIlroy surges into six-shot Masters lead with stunning second-round flourish ‘That’ll be the end’: actor Sam Neill joins fight to stop controversial goldmine near his New Zealand vineyard Roberto De Zerbi targets ‘Ange-ball’ revival to save Spurs from relegation Bath hit back to reach semi-final after stunning Northampton in 11-try epic Secret Garden to Outcome: the week in rave reviews Zebras, wealth and power: Hungary’s election tests Orbán’s grip on power ‘TikTok effect’ brings sellout crowds and younger fans to Grand National meeting The war over Omagh’s gold: the £21bn mine plan tearing a community apart Britain’s shadow workforce is paid as little as 65p an hour. Who cares for the carers? From You, Me & Tuscany to Euphoria: your complete entertainment guide to the week ahead Six great reads: the man who let snakes bite him, masked heavy metal and the brutal reality for foreign students in the UK American Classic review – I defy you not to fall in love with Kevin Kline and Laura Linney’s tender comedy Cuba’s doctors were a lifeline for the world. Now the Caribbean is shamefully complicit in the US drive to expel them An environmental disaster in Moldova has Russia’s fingerprints all over it RMIT drops misconduct case against student who accused university of being ‘complicit in Gaza genocide’ Ichiro Suzuki statue unveiling goes awry as bronze bat snaps during ceremony Survivors of Epstein’s abuse accuse Melania Trump of ‘shifting burden’ on to victims European football: Real Madrid held at home by Girona to extend winless run Arne Slot insists he is ‘aligned’ with Liverpool board and fans as squad is rebuilt Kamala Harris ‘thinking about’ running for president again in 2028 JD Vance warns Iran against trying to ‘play’ the US in peace talks West Ham double up twice to thrash Wolves and put Spurs in relegation zone Trump administration releases new renderings of so-called ‘Arc de Trump’ Crispin Odey drops £79m libel claim against FT over sexual misconduct allegations Bafta apologises for events surrounding John Davidson’s Tourette’s outburst Cocktail of the week: Bar Shrimp’s la rosita – recipe New drug may extend survival in aggressive ovarian cancer, trial shows One dead and 27 injured after bus with British passengers crashes in Canary Islands Pope adds to Smith’s mass of Surrey runs with England woes a world away OpenAI CEO Sam Altman’s home targeted with molotov cocktail Reform UK local election candidate was twice disciplined by Tories over ‘racist comments’ Remaining in Nato is in best interests of US, says Keir Starmer Prince Harry sued for defamation by charity he co-founded Anthropic’s new AI tool has implications for us all – whether we can use it or not Concerns raised about motorbike tourist trail after death of British teenager in Vietnam The Guardian view on Trump’s civilisational threats: the words that fuel war must be condemned The Guardian view on dystopias for our times: the American nightmare Doctors’ leader claims new reduced pay offer killed chances of ending strikes in England Netanyahu-ism has achieved nothing for Israelis – and come at a monstrously high price Deborah Levy: ‘CS Lewis’s White Witch terrified me – but I wanted to meet her’ How I Shop with Michelle Ogundehin: ‘We grownups have enough stuff already’ Trump’s war and Melania’s Epstein statement, with US editor Betsy Reed – The Latest We have to stop killer motorists on Britain’s roads UK starts crackdown on EU citizens’ post-Brexit rights Londoners aren’t unfriendly – but don’t compare us to New Yorkers The religious right and the perversion of faith Artemis II images reignite moon mission memories Orbán and Magyar trade accusations in last days of Hungary election campaign Reckonwrong: How Long Has It Been? review | Safi Bugel's experimental album of the month Martin Rowson on Middle East peace talks – cartoon Masters magic, the Grand National and Premier League drama – follow with us Fears of UK and EU flight cancellations as airports warn of jet fuel shortages Reform’s petulance over slavery reparations shows it just doesn’t grasp Britain’s place in the modern world Peers vote to ban pornography depicting sex acts between stepfamily members Starbucks’s retail arm gets £13.7m tax credit even as sales increase Flyby review – interstellar musical is a voyage of epic strangeness Grand National preview: Jagwar can deny Irish cohort in Aintree classic Week in wildlife: an ostrich on the lam, a tortoise crossing a road and surfing seals Anger as swifts’ nesting holes in Derbyshire rail viaduct ‘blocked up’ Peter Mandelson faces fixed-penalty notice for urinating in public ‘There’s no shortage of terrifying technology’: how AI became TV drama’s new go-to villain ‘Fresher than anything in a shop’: the best recipe boxes and meal kits for time-poor foodies, tested Who was Hilma? Af Klint exhibition to highlight exclusion of women from abstract art Critics assemble! Here’s my list of the greatest superhero movies of all time US inflation soars in March as war on Iran drives economy into uncertainty Amazon to finally launch Leo satellite internet in ‘mid-2026’, says CEO Grand National 2026: horse-by-horse guide to all the runners Pete Hegseth’s holy war: the militant Christian theology animating the US attack on Iran Add to playlist: the beautifully dazed, countrified indie-rock of Tracey Nelson and the week’s best new tracks Not just about Gaza: the Muslim voters turning from Labour to the Greens ‘I’m worried there’s too much of me,’ says a birch: inside the interspecies council giving nature a voice Why is anyone surprised by the US and Israel’s latest war? It’s only what the world allowed them to do in Gaza Tori Amos review – fans hang on every note of this dramatic deep dive into her back catalogue Coachella 2026: Justin Bieber launches a major comeback in the desert Super Mario what?! The seven best obscure Mario games ‘An abomination’: the Lancashire town kicking up a stink over reopened landfill Pillion to Roofman: the seven best films to watch on TV this week Holly Humberstone: Cruel World review – Taylor Swift fave trades gothic melancholy for pop glow-up Thrash review – cursed shark thriller sinks like a stone on Netflix Gulf states rethink security in light of US-Israel war on Iran Go Gentle by Maria Semple review – a joyfully clever New York romcom Welcome to Y’all Street: bullish Dallas aims to steal New York’s financial crown Margo’s Got Money Troubles to Beef: the seven best shows to stream this week I baulked at the idea of ‘friction-maxxing’. But there’s more to it than meets the eye Reich: The Sextets album review – Colin Currie celebrates the minimalist master’s joy of six Benjamina Ebuehi’s sweet and salty chocolate chip cookies recipe Experience: my house was taken over by 70,000 bees Malcolm in the Middle: Life’s Still Unfair review – the TV magic they’ve created here is absolutely miraculous Lava bursts forth as Hawaii’s Kilauea volcano erupts Sonos review: Are these the best portable speakers that money can buy? I tested to find out Buy bread in the evening, hit the sales on a Tuesday: retail workers’ top tips to cut your shopping bill The best water flossers in the UK, tested for that dentist-clean feeling Where to start with: Muriel Spark You be the judge: should my girlfriend stop mixing gold and silver jewellery? The best carry-on luggage in the UK, tested on an assault course How games capture the awe and terror of cosmic isolation I never text back – and it’s ruining my relationships The pet I’ll never forget: Beau, the labrador who saved my life Life Is Strange: Reunion review – a decade-long story comes to an impassioned close Why is gaming becoming so expensive? The answer is found in AI
AI helps read papyrus scroll burnt to crisp during Vesuvius eruption
https://www.theguardian.com/profile/iansample · 2026-06-24 · via The Guardian

The surviving part of an ancient scroll that was burnt to a crisp when Mount Vesuvius erupted nearly 2,000 years ago has been virtually unwrapped and read with help from artificial intelligence.

Researchers uncovered 20 columns of previously hidden text covering more than a metre of charred papyrus without physically unrolling the scroll. The work discusses stoic philosophy on ethics, art and human behaviour and dates to the second or late-third century BC.

Unwrapping of Herculaneum scroll (PHerc1667)

The age of the scroll, named PHerc 1667, makes it one of the oldest in a collection of hundreds recovered from the library of a luxury Roman villa in Herculaneum that was blasted by heat and buried under ash in the volcanic eruption that destroyed nearby Pompeii in AD79.

The ordeal and historic handling took its toll on the scroll: at some point it was broken in half, while past efforts to unwrap the document caused the outer layers to flake off or disintegrate. What remains is half the size of the original at only 8cm tall and 2cm wide.

Charred Herculaneum scroll with red laser lines
Herculaneum scroll with red laser lines is scanned at by Prof Brent Seales and his research team. Photograph: EduceLab

Dr Federica Nicolardi, a papyrologist at the University of Naples Federico II, said: “We don’t have the full scroll, but the surviving object was unwrapped and that’s a very important result because it shows that we are able to unwrap these objects completely.”

A slide shows how the PHerc 1667 scroll is read by scientists using AI.
A slide shows how the PHerc 1667 scroll is read by scientists using AI.

The achievement will be announced at a conference in Naples on Thursday and is the latest from the Vesuvius Challenge which launched in 2023 as a global contest to read some of the carbonised scrolls. The project has since handed out hundreds of thousands of dollars in prizes for teams that used artificial intelligence and other software to virtually unwrap the scrolls and read the text from high resolution X-ray images.

Much of the Herculaneum library was dominated by Philodemus of Gadara, a Epicurean philosopher and poet in the first century BC. But while the title and author of PHerc 1667 remain unknown, its older age and contents point to another author.

Analysis by Nicolardi and her colleagues suggests the text is a stoic treatise, perhaps authored by the Greek philosopher Chrysippus. He was the third head of the stoic school and has other works in the collection. The text refers to his nephew and pupil, Aristocreon.

“At first, we were saying this could be an Epicurean talking about stoic doctrine,” said Nicolardi. “But then I stopped and said, you know, if this was found outside of Herculaneum, we would categorise it as a stoic work.”

The Vesuvius Challenge was founded on work by Prof Brent Seales, a computer scientist at the University of Kentucky. He showed how machine-learning algorithms could be trained to read the ink on the hidden layers of the scrolls by spotting subtle differences in the papyrus fibres in X-ray images. The contest, backed by Silicon Valley donors, attracted teams that honed the techniques for virtually unwrapping and reading the scrolls.

Prof Brent Seales, left, and a member of his team scan the Herculaneum scroll.
Prof Brent Seales, left, and a member of his team scan the Herculaneum scroll. Photograph: EduceLab

The newly read text discusses the stoic concept of hormē, or impulse, and warns that failing to regulate behaviour with reason can lead to harmful passions and diversion from one’s goals. Another concept is phronēsis or “practical wisdom”, the highest virtue a person can have in stoic philosophy.

In one passage, the author writes: “We will inquire into something, but we will not grasp it, if in some way we depart from ourselves and from our own nature.” The line suggests that reason and the innate human inclination to do good were crucial for furthering one’s knowledge.

Slide showing AI uncovering words
The words ‘Philodemus, On Gods, Book 8’ reveals for the first time that On Gods was a multi-book work.

Another virtually unwrapped scroll contained the words “Philodemus, On Gods, Book 8”, revealing for the first time that On Gods was a multi-book work. Beforehand, only the first had been identified. “These unopened Herculaneum Scrolls look like dead books, but they’re not,” said Nicolardi. “They’re starting to speak again.”

Seales said the challenge had now shifted from the techniques needed to read the burned scrolls to the scholarly work to understand them. “People now know that this can be done and now we’re exploring what [the texts] actually mean,” he said. “For me that’s the world cup. I just won the world cup: that’s my victory.”