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Grafana offers AI assistant for free, warns users not to go mad Right to repair champ Framework punts modular 13in laptop with Core Ultra Series 3 Scotland Yard can keep using live facial recognition on Londoners, say judges UK tribunal sends £2B claim accusing Microsoft of overcharging for licensing to trial Nation-states want to cause harm, not just steal cash - stop handing your cyber defenses to the cheapest contractor Murder, she wrote: Ex-FBI chief wants some ransomware crims charged with homicide Phone-to-satellite use goes into orbit, growing 25% in 8 months macOS ClickFix attacks deliver AppleScript stealers to snarf credentials, wallets Anthropic bakes memory fixes into Bun 1.1.13 as developers complain of leaks The spaghettified DBMS chart that shows Oracle's crown is slowly slipping Yet another ex-ransomware negotiator admits turning rogue after payoff from crimelords FAA grounds Blue Origin's New Glenn as it probes missed satellite delivery 'mishap' AMD's Ryzen 9 9950X3D2 Dual Edition tested: Gratuitous overkill with a price to match AI-assisted intruders pwned Vercel via OAuth abuse and a pilfered employee account Crook claims to leak 'video surveillance footage' of companies Met police trials snoop tech platform in push to cuff more London shoplifters England's school phone ban gets teeth, just in time to bite no one Adaptavist Group breach spawns imposter emails as ransomware crew claims mega-haul Panasonic creates device-locked QR codes to speed facial biometric capture Iran claims US used backdoors to knock out networking equipment during war NASA Inspector fears new spacesuits won’t be ready for Moon landing Vibe coding upstart Lovable denies data leak, cites 'intentional behavior,' then throws HackerOne under the bus Trump-branded datacenter project fails to make itself great, again World's blandest man steps down from CEO job to spend more time in tastefully appointed home Chase got a spiff of $77 million to create one job with New York datacenter Scot becomes second Scattered Spider-linked crook to plead guilty in US You too can build a nuclear battery from junk you have lying around the house Schmoozebots: study finds flattery will get AI everywhere One of Europe's sovereign cloud picks may not be so-sovereign after all New Android development tool designed for robots, not humans AI is reshaping Britain's datacenter map away from London HP's remote desktop push retreats as Anyware heads for end of life 'Invisible mouse' made a mess of PC rebuild NASA working on ‘Big Bang’ upgrade to keep the Voyagers alive for longer Indonesia’s game rating system paused amid claims it leaked developer creds and glimpses of major new titles Just like phishing for gullible humans, prompt injecting AIs is here to stay Atlassian’s new data collection policy protects rich customers while AI eats the rest Intel eases reliance on TSMC with 'Merica-made Core Series 3 processors NASA gets the ball rolling on its part in Europe's jinxed Mars rover mission Attention data hoarders: Alexa loses its Plex appeal as voice feature gets canned Locked-out iPhone user tells The Reg that Apple is scrambling to fix character flaw passcode bug Would you like fries with that terminal? 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They
Brandon Vigliarolo · 2026-06-26 · via The Register

offbeat

'Having certainly strained ourselves to the utmost through research and learning, we will no longer be inferior to them,' reads a scroll virtually unwrapped with the help of AI

A sealed scroll from the Roman town of Herculaneum, which was destroyed by Mount Vesuvius' eruption nearly 2,000 years ago, has finally given up its secrets, thanks to a combination of machine learning and high-resolution CT scans.

In 2023, researchers managed to decipher a few words from among the char and ash that make up the bulk of the scrolls. Some of those same prize-winning researchers recovered more passages from one of the scrolls, PHerc.Paris.4, netting them the $700,000 grand prize from the Vesuvius Challenge contest in early 2024. 

This is a Herculaneum scroll, a fragile ancient papyrus artifact carbonized by the volcanic eruption of Mount Vesuvius in 79 AD.

Fast forward two more years, and those grand prize winners are now part of the Vesuvius Challenge team that managed to read the surviving portion of a rolled scroll end-to-end, as the VC team shared in a Thursday announcement and detailed in an accompanying paper [PDF]. 

According to the research paper, the ability to make out the entirety of the scroll was thanks to high-resolution phase-contrast X-ray microtomography performed at the European Synchrotron Radiation Facility in France - an improved imaging technique over prior methods used to capture prior images that were analyzed in the prize competition. 

That wasn’t all, though: They say that much of their work succeeded because of a new "workflow" they developed to scan scrolls, detect ink on charred papyrus, virtually "unroll" the scrolls by modeling their deformed surfaces, and preserve those surfaces digitally, allowing machine learning models to identify letters across an entire scroll rather than just isolated patches.

"The key transition marked by the present work is therefore from exceptional local recovery to systematic scroll-scale recovery," the team wrote. In other words, provided they can account for the particularities of the hundreds of sealed scrolls recovered from Herculaneum's Villa of the Papyri, the world's only surviving intact library from antiquity, this could mark the beginning of an explosion in new material for historians.

So, what did it say?

PHerc.Paris.4 wasn’t at the center of this breakthrough either, though they did have some exciting news to share on that front that we’ll get to. Instead, the breakthrough centered on PHerc. 1667, a previously unread rolled scroll whose preserved text was read continuously from end to end for the first time. The work appears to be a treatise on Stoic philosophy focused on ethics - a favorite subject of Zeno, Marcus Aurelius, Epictetus, and their intellectual fellows.

“Having certainly strained ourselves to the utmost through research and learning, we will no longer be inferior to them in any respect,” a passage from the latter part of the scroll reads, “accomplishing in like manner the things that befit them and possessing the same practical wisdom as they.”

Quite a fitting bit of ancient wisdom to be the first to see the light of the modern world. 

While the team digitally unrolled the scroll, detected its ink, and transcribed the preserved text from end to end, portions of the original PHerc. 1667 were lost long ago during earlier attempts to physically open the scroll, before archaeologists had access to sophisticated X-ray imaging and AI-assisted analysis.

“Earlier attempts to open it by hand — in the nineteenth century, and again in 1969 and the 1980s — destroyed its outer layers,” the Vesuvius Challenge team said, noting that only an 8 cm-high core remains of the original scroll, which originally measured between 19 and 24 cm in height when standing upright. Nonetheless, “it is the first time the preserved text of a rolled Herculaneum scroll has been read continuously, end to end, rather than in isolated words or patches,” the team said. 

In addition to the full reveal of what’s left of PHerc.1667, the team also managed to pick out some information from a couple of other scrolls using their new workflow. One, PHerc.139, was determined to be a copy of book eight of epicurean philosopher Philodemus’ treatise On Gods, meaning scholars can expect to know what they’re looking at once the scroll is fully digitally unrolled. 

A comparison between the original scans of PHerc.Paris.4 used in the prize competition (top), and a scan taken using the new method

A comparison between the original scans of PHerc.Paris.4 used in the prize competition (top), and a scan taken using the new method
Source: Vesuvius Challenge/Giorgio Angelotti, et al.

The second concerns, as mentioned above, PHerc.Paris.4. The new higher-resolution images taken for this latest experiment make the words on the scroll directly visible for the first time, meaning that there’s no need to rely on algorithmic detection of individual words and phrases from CT scans. Most crucially, the new scans of Paris.4 perfectly matched what the grand prize team made out several years ago, providing independent confirmation that the prize went to the right team. 

There are still challenges to meet in unwrapping and deciphering the rest of the ancient library, with the team calling out geometric challenges in surface prediction that can render an unrolled scan unreadable, and radiometric challenges that make ink identification difficult, as ancient recipes were inconsistent. Still, it’s a massive leap forward and the team believes the X-ray and machine learning workflow they’ve developed is ready to scale. 

“The thoughts of the ancient world, sealed in darkness for two millennia, are coming back into the light — a whole scroll at a time,” the Vesuvius Challenge team said. I, for one, can’t wait to see what ancient secrets they discover next. ®