Researcher analyzing the dead sea scrolls

Scientists Are Now Using AI To Reexamine The Dead Sea Scrolls—And It Changes Everything We Thought We Knew


September 23, 2026 | Allison Robertson

Scientists Are Now Using AI To Reexamine The Dead Sea Scrolls—And It Changes Everything We Thought We Knew


We Still Haven’t Finished Reading Their Story

Nearly eight decades after the first Dead Sea Scrolls emerged from caves near the Dead Sea, researchers are still arguing over some surprisingly basic questions. Who wrote them? Why were they hidden? And why are some manuscripts turning out to be older than scholars thought? New technology is answering questions, but it is also creating entirely new mysteries. And researchers are now uncovering clues that could completely change what we thought we knew about one of history’s most mysterious discoveries.

Researcher analyzing the dead sea scrollsFactinate Ltd.

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It Started With A Cave

The first scrolls were discovered in 1947 near Qumran on the northwestern shore of the Dead Sea. Over the following decade, Bedouin searchers and archaeologists recovered manuscripts from 11 caves in the area. Some survived as substantial scrolls. Many others were reduced to tiny fragments.

Qumeran's cavesTamarah, Wikimedia Commons

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The Collection Is Enormous

Researchers now recognize roughly 1,000 manuscripts among the Dead Sea Scrolls, depending on how individual fragments are counted and reconstructed. They include copies of books that later became part of the Hebrew Bible as well as prayers, commentaries, legal works, calendars, apocalyptic writings, and previously unknown religious texts.

Scholars examining the Dead Sea Scroll fragments.Abraham Meir Habermann, 1901-1980, Wikimedia Commons

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And Most Of Them Arrived In Pieces

That is one reason the work has taken so long. The famous complete or nearly complete scrolls are the exception. Much of the collection consists of thousands of parchment and papyrus fragments that researchers have spent decades sorting, photographing, joining, and translating. Some pieces remain stubbornly unidentified.

Dead Sea Scroll number 28a (1Q28a), from Qumran Cave 1; complete. From Qumran (Khirbet Qumran or Wadi Qumran), West Bank of the Jordan River, near the Dead Sea, modern-day State of Israel. On display at The Jordan Museum in Amman, the Hashemite Kingdom ofOsama Shukir Muhammed Amin FRCP(Glasg), Wikimedia Commons

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Mystery Number One Is Surprisingly Basic

Who actually wrote the Dead Sea Scrolls?

The answer still isn't certain. The scrolls themselves do not contain a convenient title page identifying their authors, and the scribes generally did not sign their work. Scholars therefore have to reconstruct the human story from handwriting, language, archaeology, and the contents of the texts.

Portion of the Temple Scroll, labeled 11Q19, one of the longest of the Dead Sea Scrolls.Israel Museum , Wikimedia Commons

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The Essenes Have Long Been The Leading Suspects

For decades, the most influential explanation has connected the scrolls with the Essenes, a Jewish movement described by ancient writers including Josephus and Philo. Similarities between those descriptions and some sectarian writings from the caves helped make the identification attractive.

John the Baptist in the wildernessAnton Raphael Mengs, Wikimedia Commons

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But The Scrolls Never Say “We Are Essenes”

That missing detail matters. The word Essene does not identify the community in the manuscripts themselves. Some scholars strongly support the Qumran-Essene connection, while others argue that the evidence is not decisive enough to identify the scroll writers so neatly.

Collectie / Archief : Fotocollectie Anefo
Reportage / Serie : [ onbekend ]
Beschrijving : Kopie van de dode-zee rollen op schapenleer gedrukt en verpak in een stenen kruik op een verkoop-tentoonstelling van fascimiles van zeldzame boeken, tekeningen en maRob Bogaerts for Anefo, Wikimedia Commons

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Qumran Creates Another Mystery

The ruins of Khirbet Qumran sit close to the manuscript caves, making a connection seem obvious. Many archaeologists interpret the site as a settlement occupied by the religious community associated with at least some of the scrolls. But alternative interpretations have included a fortress, estate, or industrial site.

Qumran, citerne de l'âge du fer (locus 110)Teqoah, Wikimedia Commons

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Maybe The Library Was Bigger Than Qumran

The collection itself is extraordinarily diverse. Researchers have therefore questioned whether every manuscript was actually produced by one isolated community. Some may have been copied elsewhere and brought to Qumran, creating something more like a collected library than the output of a single local group.

This is part of Dead Sea Scroll of Pesher Isaiah (4Q162), from Qumran Cave 4. From Qumran (Khirbet Qumran or Wadi Qumran), West Bank of the Jordan River, near the Dead Sea, modern-day State of Israel. The Jordan Museum, Amman, Jordan Hashimite Kingdom.Osama Shukir Muhammed Amin FRCP(Glasg), Wikimedia Commons

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Animal DNA Gave Researchers A New Clue

In 2020, scientists did something that would have sounded bizarre to early scroll scholars: they analyzed DNA from the animal skins used to make the parchment. Most of the tested fragments came from sheep, and genetic similarities could help determine which pieces originally belonged together.

Title: Jericho and Dead Sea area and River Jordan. Qumran: Close-up of section of Dead Sea scroll fromMatson Collection, Wikimedia Commons

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The Animals Could Reveal Where Scrolls Came From

Researchers also found that genetically unrelated parchments sometimes contained related texts. That suggested certain manuscripts may have originated outside Qumran and been brought there later. Suddenly, the DNA of sheep became evidence about how ancient Jewish writings circulated across Judea.

QumranBerthold Werner, Wikimedia Commons

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Even Matching The Fragments Is A Puzzle

Imagine tearing hundreds of books into thousands of pieces, removing their covers, mixing them together, and waiting 2,000 years before trying to rebuild them. That is roughly the problem confronting scroll researchers. Handwriting, parchment texture, ink, language, DNA, and physical edges can all help determine whether two fragments belong together.

Picture of Eleazar Sukenik with one of the Dead Sea scrollsDepartment of Archaeology, the Hebrew University, Jerusalem, Wikimedia Commons

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Computers Are Now Helping Rebuild The Library

High-resolution photography and computational analysis allow researchers to compare fragments more systematically than previous generations could. These tools can detect patterns difficult for the human eye to quantify, but machines do not simply solve the puzzle automatically. Scholars still have to interpret what those patterns actually mean.

Asian Female Medical Supervisor Having a Conversation with a Caucasian Scientist About a Gene Editing Research Project, Crispr Technology and Experiments. Smart Diverse Team Working in a LaboratoryGorodenkoff, Shutterstock

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One Famous Scroll Had A Hidden Surprise

The Great Isaiah Scroll, one of the best-preserved manuscripts from Qumran, looks remarkably consistent from beginning to end. For years, scholars debated whether one person copied the entire manuscript or whether another scribe took over partway through.

Photographic reproduction of the Great Isaiah Scroll, the best preserved of the biblical scrolls found at Qumran. It contains the entire Book of Isaiah in Hebrew, apart from some small damaged parts. This manuscript was probably written by a scribe of thePhotographs by Ardon Bar Hama, author of original document is unknown., Wikimedia Commons

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AI Found Two Different Hands

In 2021, researchers used artificial intelligence and statistical handwriting analysis to examine the manuscript. Their results supported a change of scribe around the midpoint, after column 27. The two writers had handwriting so similar that distinguishing them by eye was extremely difficult.

Portion of a photographic reproduction of the Great Isaiah Scroll, the best preserved of the biblical scrolls found at Qumran. It contains the entire Book of Isaiah in Hebrew, apart from some small damaged parts. This manuscript was probably written by a Photography by Ardon Bar Hama (see [2], author of original document is unknown., Wikimedia Commons

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That Raises A Much Bigger Question

If two scribes could write almost identically, were they trained together? Did ancient scribal schools deliberately teach standardized handwriting? Could individual scribes eventually be traced across multiple manuscripts?

Researchers are now trying to move beyond anonymous texts and reconstruct the actual networks of people who copied them.

Researchers discussing data in a laboratory setting, wearing safety gear and blue glovesEdward Jenner, Pexels

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We Still Don't Know Their Names

AI can distinguish handwriting patterns, but it cannot tell researchers that “scribe number two was named Joshua.” Nearly all of these people remain anonymous. Still, identifying repeated hands across manuscripts could eventually reveal how many scribes worked within particular communities and how texts moved between them.

Parry studies the Great Isaiah Scroll (1QIsa-a) in the Dead Sea Scrolls vault (scrollery), Israeli Museum, Jerusalem, Israel.Reese Jacobson, Wikimedia Commons

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Then There Is The Teacher Of Righteousness

Several sectarian scrolls refer to a mysterious leader called the Teacher of Righteousness. He appears to have been a foundational figure for the community behind some of the writings, involved in a bitter religious conflict. Yet his actual historical identity remains unresolved.

The Damascus Document Scroll 4Q271 (4QDf)https://www.loc.gov/exhibits/scrolls/images/damasc-b.jpg, Wikimedia Commons

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And His Enemy Is Just As Mysterious

Another figure is called the Wicked Priest. Scholars have tried to connect this person with various known Jewish high priests from the Second Temple period, but no identification has achieved universal acceptance. The scrolls seem tantalizingly close to naming real historical people without actually making the job easy.

Beginning of the Habakkuk Commentary or Pesher Habakkuk, labelled 1QpHab, one of the first Dead Sea Scrolls discovered in 1947Unknown authorUnknown author, Wikimedia Commons

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Dating The Scrolls Has Always Been Tricky

Most manuscripts do not contain dates. Traditionally, scholars relied heavily on palaeography, estimating a manuscript's age by comparing its handwriting with better-dated scripts. That is useful, but it also involves judgment calls about how quickly writing styles changed.

Dear Sea Scrolls at the Jordan Museum in Amman.  From Qumran (Khirbet Qumran or Wadi Qumran), West Bank of the Jordan River, near the Dead Sea, modern-day State of Israel. On display at The Jordan Museum in Amman, the Hashemite Kingdom of Jordan.Osama Shukir Muhammed Amin FRCP(Glasg), Wikimedia Commons

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In 2025, That Timeline Was Shaken Up

A major study published in PLOS ONE on June 4, 2025 combined new radiocarbon dates with handwriting analysis and an AI system called Enoch. Researchers first built a reference set using radiocarbon-dated manuscripts and then used the model to estimate the ages of manuscripts that lacked independent dates.

A conservation analyst from the Israeli Antiquities department photographs fragments of the 2000-year-old Dead Sea scrolls at a laboratory in Jerusalem before photographing them on December 18, 2012. The director-general of the Israel Antiquities Authority Shuka Dorfmann and Professor Yossi Matias, managing director of Google Israel, announced the publishing of the Dead Sea Scrolls online, initiated by the Israel Antiquities Authority and Google.MENAHEM KAHANA, Getty Images

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Enoch Examined 135 Undated Manuscripts

The AI system produced date estimates for 135 previously undated manuscripts. When palaeographers evaluated its results, about 79% of the model's predictions were considered realistic. Researchers stressed that Enoch is meant to assist human specialists, not replace them.

Group of Scientists Working TogetherMikhail Nilov, Pexels

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Some Scrolls May Be Older Than We Thought

One of the study's biggest surprises was that several manuscripts appeared to date earlier than traditional handwriting estimates suggested. That matters because even moving a manuscript backward by several decades can change which political, religious, or intellectual environment scholars associate with it.

A photograph of the War Scroll photographed by Eric Matson of the Matson photo service.Matson Photo Service - American Colony Jerusalem, Wikimedia Commons

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Daniel Became Especially Interesting

A manuscript fragment known as 4Q114, containing material from the Book of Daniel, received an unexpectedly early date range. Researchers argued that it may bring the surviving manuscript closer to the period traditionally associated with the book's final composition than scholars previously thought.

Dead sea scroll fragments on display at the Israel Museum in Jerusalem.

Photo taken in Israel 2005 by myself (Bantosh).No machine-readable author provided. Bantosh~commonswiki assumed (based on copyright claims)., Wikimedia Commons

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Ecclesiastes Created Another Surprise

The 2025 research also produced an earlier estimate for a manuscript of Ecclesiastes than traditional palaeography had suggested. That potentially places the surviving copy closer to the period when scholars believe the book was composed, narrowing the gap between a text's creation and its earliest surviving manuscript evidence.

Dead Sea Scroll number 109 (4Q109), also known as Qohelet (Ecclesiastes). From Qumran Cave 4. From Qumran (Khirbet Qumran or Wadi Qumran), West Bank of the Jordan River, near the Dead Sea, modern-day State of Israel. On display at The Jordan Museum in AmmOsama Shukir Muhammed Amin FRCP(Glasg), Wikimedia Commons

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But AI Hasn't “Solved” Scroll Dating

Enoch provides probabilities, not magical exact birthdays for manuscripts. Radiocarbon ranges can be broad, handwriting can vary, and the model depends on the quality and size of its training material. Its creators describe further refinement as an ongoing process.

Dna LostpopulationsmsnDC Studio, Shutterstock

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The Biblical Texts Present Another Mystery

The Dead Sea Scrolls revealed that ancient biblical books did not always circulate in one perfectly uniform wording. Some manuscripts resemble the later Masoretic Text very closely, while others preserve readings resembling the Septuagint or previously unknown textual forms.

The Tetragrammaton in Paleo Hebrew in the 11Q5 Dead Sea Scrolls Manuscript.Dead Sea Scrolls, Wikimedia Commons

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So Which Version Came First?

That question usually cannot be answered by pointing to one simple “original Bible.” The scrolls show that different textual traditions could coexist and develop over time. Researchers continue examining individual differences to understand when particular readings emerged and how biblical books reached the forms known today.

Academics Examine Fragments of Dead Sea Scrolls David RUBINGER, Getty Images

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Then There Is A Scroll Made Of Metal

Among parchment and papyrus manuscripts, the Copper Scroll immediately stands out. Discovered in Cave 3 in 1952, its text was engraved onto copper rather than written on animal skin or papyrus. And instead of prayers or scripture, it appears to list hidden treasure.

Part of Qumran Copper Scroll.na, Wikimedia Commons

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It Lists Dozens Of Treasure Locations

The Copper Scroll describes more than 60 hiding places allegedly containing enormous quantities of gold, silver, coins, and valuable objects. The directions refer to wells, tombs, channels, and other landmarks that are frustratingly difficult to identify with certainty today.

Discovered Cave Q3 at Qumran, this is the only known inscription on metal from the Dead Sea Scrolls. This scroll consisted of 3 sheets, totaling 230 cm in length. They were rolled up and had to into 23 strips for scholars to read their content, which was Osama Shukir Muhammed Amin FRCP(Glasg), Wikimedia Commons

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Nobody Has Found The Treasure

Despite decades of speculation and searching, the treasures described by the Copper Scroll have never been conclusively located. That leaves researchers with several possibilities: the treasure was real and disappeared, the locations can no longer be identified, or at least some of the list was symbolic or otherwise not intended as a straightforward treasure map.

Discovered in Cave Q3 at Qumran, this is the only known inscription on metal from the Dead Sea area. Roman period (first century AD)Mohammad hajeer, Wikimedia Commons

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Some Think It Could Be Temple Treasure

One theory proposes that the Copper Scroll recorded wealth connected with the Jerusalem Temple or other religious institutions before the Roman destruction of Jerusalem in 70 CE. Others question whether the supposed amounts are realistic or whether the document even belonged to the same community represented by many other Qumran texts.

This photograph shows the Second Temple at the center of the Temple Mount as depicted in the Holyland Model of Jerusalem, a large scale model reconstruction of the city in the late Second Temple period. The model was designed by archaeologist Michael Avi-FOTLbill, Wikimedia Commons

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Even Its Relationship To The Other Scrolls Is Strange

Its material, language, and subject matter differ dramatically from most of the Qumran manuscripts. That has led researchers to debate whether it truly belonged to the same collection or merely ended up in the same cave. The Copper Scroll remains one of archaeology's more stubborn “well, that's weird” documents.

Discovered in Cave Q3 at Qumran, this is the only known inscription on metal from the Dead Sea area. Roman period (first century AD)Mohammad hajeer, Wikimedia Commons

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Why Were The Scrolls Hidden At All?

A widely discussed explanation is that manuscripts were placed in caves for safekeeping during the upheaval surrounding the First Jewish Revolt against Rome, which began in 66 CE. Roman forces ultimately destroyed Jerusalem and the Second Temple in 70 CE.

The Dead Sea Scrolls are a collection of 972 texts discovered between 1946 and 1956 that consist of biblical manuscripts from what is now known as the Hebrew Bible and extra-biblical documents found on the northwest shore of the Dead Sea, from which they Lux Moundi, Wikimedia Commons

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But The Deposits May Not Have Happened All At Once

Different caves contain different kinds and quantities of material. Some manuscripts may have been stored deliberately as part of a community collection, while others could have been hidden under emergency conditions. Researchers continue studying cave archaeology to determine whether there was one coordinated deposit or several episodes.

The entrance to Cave 11 found near Qumran where some of the Dead Sea Scrolls were discoveredIan Scott, Wikimedia Commons

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What Happened To The People Behind Them?

If Qumran's inhabitants were responsible for guarding at least part of the collection, their community disappeared during the Roman period. The texts survived because they were left behind in exceptionally dry caves. Ironically, the library endured much longer than the people who assembled it.

Qumran miqveh est (locus 48)Teqoah, Wikimedia Commons

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There May Still Be Missing Pieces

Looting began very early in the modern history of the scrolls, and fragments moved through antiquities markets before scholars could document their original context. That means researchers sometimes know what a fragment says without knowing exactly where it was found, a major loss of archaeological information.

Dead Sea Scrolls, Qumran, Palestine.Tango7174, Wikimedia Commons

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Modern Forgeries Made The Puzzle Worse

The enormous value of genuine Dead Sea Scroll fragments created a market for supposed new pieces. In recent decades, scientific testing has exposed multiple fragments in private collections as modern forgeries. Researchers now have to ask not only where a fragment belongs, but whether it is ancient at all.

Working atmosphere. Nice grey-haired wrinkled researcher wearing a uniform and touching his chin while others discussing something in the backgroundYAKOBCHUK VIACHESLAV, Shutterstock

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New Technology Keeps Changing Old Conclusions

Infrared imaging can reveal writing that has faded from normal sight. DNA can link parchment fragments. Artificial intelligence can compare scribal hands and estimate dates. Radiocarbon dating can challenge traditional chronologies. The scrolls haven't changed since antiquity, but the ways scientists interrogate them certainly have.

GenghismsnDC Studio, Adobe Stock

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Researchers Are Essentially Rebuilding A Lost Society

The goal is no longer simply to translate individual manuscripts. Scholars want to know who produced them, who read them, where they traveled, how scribes were trained, how different Jewish communities interacted, and how religious traditions developed during the centuries surrounding the origins of Christianity and rabbinic Judaism.

Oren Ableman, a Dead Sea scrolls researcher of the Israel Antiquities Authority (IAA) -- who examined scroll fragments with the aid of advanced imaging equipment and revealed a previously unseen script -- looks at a large scroll fragment at the conservation laboratory of the IAA in Jerusalem on May 2, 2018. - The Dead Sea Scrolls are a collection of hundreds of biblical texts in Hebrew, Aramaic, and Greek discovered 45 years ago in the Qumran Caves near the Dead Sea.GALI TIBBON, Getty Images

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Every Answer Seems To Create Another Question

Finding two scribes in Isaiah raises questions about scribal training. Dating manuscripts earlier changes theories about when certain texts circulated. Animal DNA suggests manuscripts traveled between communities. The Copper Scroll still refuses to give up its treasure.

After nearly 80 years, the Dead Sea Scrolls are doing something remarkable: they are becoming more mysterious as researchers learn more about them.

July  19, 2011.
Today, the highest ranking US military officer, the Chairman of the Joint Chiefs of Staff, Navy Admiral Mike Mullen, visited, alongside with the IDF Chief of Staff , Lt. Gen. Benny Gantz, the Shrine of the Book in Jerusalem, which houses tIsrael Defense Forces, Wikimedia Commons

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The Biggest Mystery May Be How Much We Still Don't Know

The caves preserved voices that were supposed to disappear nearly 2,000 years ago. Modern science can now date their handwriting, identify the animals used for their parchment, and separate one anonymous scribe from another. Yet researchers still cannot confidently name the community behind the entire collection, identify its most important leaders, or explain every manuscript.

The Dead Sea Scrolls aren't a solved archaeological discovery. They're an investigation still in progress.

Dead Sea Scroll number 175 (4Q175), also known as Testimonia, from Qumran Cave 4; complete. From Qumran (Khirbet Qumran or Wadi Qumran), West Bank of the Jordan River, near the Dead Sea, modern-day State of Israel. On display at The Jordan Museum in AmmanOsama Shukir Muhammed Amin FRCP(Glasg), Wikimedia Commons

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