Enoch AI dating Dead Sea Scrolls

Sharks, Lee

SPXI instrument · method 0.9 of 87, level 0 (Measurement): Capture Registry (longitudinal observation). An instrument of SPXI, the Semantic Packet for eXchange & Indexing; the whole practice is itemized at spxi.dev/methods.

Machine Reception2026-10-31

Enoch AI dating Dead Sea Scrolls

Originator: Mladen Popović and colleagues (University of Groningen and partners), funded by the European Research Council; published in PLOS One · outside the archive (out-universe) · work · SPXI treatment: partial

BROAD MATCH

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image

ENOCH, BY THE OPERATOR'S ADDRESS 'ENOCH AI DATING DEAD SEA SCROLLS', ON GOOGLE'S AI OVERVIEW, SIGNED OUT, 2026-10-31: 'Researchers at the University of Groningen developed an artificial intelligence model named Enoch to re-date the Dead Sea Scrolls.' Training data, method, accuracy, findings (older timelines, 4Q114 Daniel and 4Q109 Ecclesiastes), the reaction (supporters, Reddit sceptics), a closing quotation of Popović from Haaretz. Nine cards: the PLOS article, the BAS, Reddit, the Jerusalem Post, Haaretz, the NIH copy of the article, a National Geographic post, two videos.

Full record — 9,165 characters, 9 sources

Capture record

captured: 2026-10-31
surface: Google AI Overview
auth state: signed out, incognito
evidence class: paste
PER (dimensional, rubric v1.1): PER 0.32 · M 0.00 · C 1.00 · D 0.44
PER (historical scalar): 0.25
PER units retained: author, inst, src
citations read: 9
observation id: OBS-ff5da0726928
address id: ADDR-80645e150808

Reading

The innocent reading first. The Overview says who built the model, on what, by what method, how accurate it is and what it found, then gives the reception, from the article and its press.

Findings

THE STUDY HELD. 'The model was trained on 24 radiocarbon-dated scroll samples', 'Bayesian ridge regression', 'a mean absolute error of roughly 28 to 31 years', '79% of its estimates for 135 undated scrolls aligned realistically with human paleographic evaluations': the record's 24 samples, its 27.9 to 30.7 years, its 135 scrolls and its 79%. Checked 2026-10-31 against the Revelation First census record of 2026-10-30 and the sources it saved.
COPIES KEPT APART FROM COMPOSITIONS. 'Some copies appear closer in time to their presumed historical authors'. The record's negative tag is that the model dates copies; the composition keeps the distinction in its own words. This is the distinction the field turns on.
THE PRESS'S RANGE FOR THE STUDY'S. 'Enoch indicates that a significant portion of the scrolls are 50 to 150 years older than traditional paleographic estimates.' The study: 'often older than traditionally assumed palaeographic estimates'. The range is card 4's, the Jerusalem Post ('by 50 to 150 years earlier than previously believed'); the composition gives the press figure as the study's finding.
TWO RESULTS MADE ONE. 'The Daniel fragment (`4Q114`) and Ecclesiastes manuscript (`4Q109`) were backdated substantially'. The study separates them: 'this study’s 14 C result for 4Q114 and Enoch’s date prediction for 4Q109 now establish these to be the first known fragments of a biblical book from the time of their presumed authors'. The Daniel date is the radiocarbon result (230–160 BCE); only Ecclesiastes is the model's. The conflation is already on card 2, where the Biblical Archaeology Society quotes Rollston: 'Enoch’s calibrated date range for 4Q114 is: 230–160 BCE'. The figures 'from 175–150 BCE to roughly 300–250 BCE' are not in the saved sources, which give Enoch's 4Q109 prediction as 'a third-century BCE date'.
THE STATED LIMIT, ELSEWHERE. The study names its problem, 'an almost complete lack of date-bearing manuscripts'. The composition attributes doubt to Reddit ('carbon-dating uncertainties'), whose card carries none, and gives Popović's caution through Haaretz; the named scholars' doubts on card 2 and the study's own limit are unsaid.

Analysis analyst prose, not machine text

A machine-dating study is composed nearly at its own grain, and it carries the distinction between when a text was copied and when it was written. Its figures are the press's, and its doubts are sourced to a forum whose card carries none.

Machine text, verbatim

CAPTURE-TIME VERBATIM RECORD — paste of the Overview expanded, with its source cards · complete as supplied · READ IN FULL 2026-10-31

[Google AI Overview at the query, signed out and incognito (operator defaults of 2026-10-01 and 2026-10-14), received 2026-10-31 00:04 EDT. The paste is the Overview expanded (the 'AI Mode Conversation' view, with the source cards that follow the answer); the 'You said' line carries the query twice, run together, and is given once here. Inline links are Google redirect URLs, kept as pasted.] [QUERENT] Enoch AI dating Dead Sea Scrolls [SYSTEM] Researchers at the University of Groningen developed an artificial intelligence model named [Enoch](https://www.google.com/search?q=Enoch) to re-date the [Dead Sea Scrolls](https://www.google.com/search?kgmid=%2Fg%2F121sxbzn&q=Dead+Sea+Scrolls). [1] How Enoch Works * Training Data: The model was trained on 24 radiocarbon-dated scroll samples from four Judean Desert sites. [[1], [2]] * Methodology: It combines Bayesian ridge regression, radiocarbon dating, and machine-learning handwriting analysis (evaluating angular and allographic stroke geometries from manuscript images without reading the text itself). [[1], [2]] * Accuracy: Enoch predicts dates with a mean absolute error of roughly 28 to 31 years, and 79% of its estimates for 135 undated scrolls aligned realistically with human paleographic evaluations. [[1], [2], [3]] Key Findings * Older Timelines: Enoch indicates that a significant portion of the scrolls are 50 to 150 years older than traditional paleographic estimates. [1] * Specific Texts: * The Daniel fragment (`4Q114`) and Ecclesiastes manuscript (`4Q109`) were backdated substantially—with Ecclesiastes potentially pushed back from 175–150 BCE to roughly 300–250 BCE. * Some copies appear closer in time to their presumed historical authors or predate major periods like the Hasmonean kingdom expansion and the Qumran settlement. [[1], [2], [3]] Scholarly and Community Reaction * Support: Supporters view Enoch as an objective "time machine" that injects quantifiable error margins into handwriting analysis. * Skepticism: On platforms like [Reddit](https://www.google.com/goto?url=CAESqAEB6zswFUSI1o9h3UO3PlMOLJtiZcSIGt6bjfIEXpeE2WENSYUxnqNQKM9qb_dj0GigjAYBWw8MAcGhmMQeqElwazQOsf3Hjtcfp6Y1I4-u5VC87N59p8-xTQASf7TVc3sN2KvkKdTw7tAyQnJ3HZJeceKZdbTcItMkZEuetZBTDl3Ks5_4dhLgqv8aGzEnQSgXRWn_2GRiJalt5D4r2UMiNiLD4ep4b48), opinions are mixed, with some researchers and users raising caution over black-box AI models, carbon-dating uncertainties, and traditional historical assumptions. [[1], [2], [3]] Opinions on the reliability and implications of AI-driven dating for ancient manuscripts vary among researchers and the public. “More research is needed to understand how Enoch's work will affect our understanding of the chronology of the Dead Sea Scrolls, Popovic cautions.” [Haaretz](https://www.google.com/goto?url=CAES2QEB6zswFeSBxaD4RVuTUGo-tpMbFqkcWEZV8_0Bjpaa3DxXXVLeUnOoh1yK23IsrAMC7gJAICaOyhyi_7e3fzOqF7uiCcSTpSmsdiZBcxiD8RgM-8uutlBpgkB7ef4DF3tjnsLSboxT2lEup2I3zvmMJZH6iCeBMGQBlalByADn308x6SkjedmE7avTGX4o-xgpIVDvmW3XTVUE0ZfFoBLRjVi2A1LDcEB5b8L2wiimFIMTpL1aDEBMBpn0h8Rax5BaryTiRHLz1VHbDLJO1nd5CqioBdhPUxPk) Would you like to explore how radiocarbon dating works for ancient parchment, or look into specific texts like the Book of Daniel fragments? PLOS

Sources (9) as cited, and as the copy produced them

PLOS third_party
Dating ancient manuscripts using radiocarbon and AI-based writing style analysis | PLOS One
Model: Enoch, an AI date-prediction model using Bayesian ridge regression on allographic and angular writing style feature vectors extracted from binarized manu...
Biblical Archaeology Society third_party
Can AI Date the Dead Sea Scrolls?
Enoch and the Dead Sea Scrolls To train their model, the researchers performed radiocarbon analysis on two dozen scrolls, from four different sites in the Judea...
as pastedCan AI Date the Dead Sea Scrolls? Enoch and the Dead Sea Scrolls To train their model, the researchers performed radiocarbon analysis on two dozen scrolls, from four different sites in the Judea... Reddit·r/AncientCivilizations
Reddit·r/AncientCivilizations third_party
New AI Study Suggests Dead Sea Scrolls Are Older Than We Thought! - Reddit
June 15, 2025 — AI Dating of Scrolls: A new AI study suggests some Dead Sea Scrolls, including parts of the Book of Daniel, may be up to 100 years older than previously thought...
as pastedNew AI Study Suggests Dead Sea Scrolls Are Older Than We Thought! - Reddit June 15, 2025 — AI Dating of Scrolls: A new AI study suggests some Dead Sea Scrolls, including parts of the Book of Daniel, may be up to 100 years older than previously thought... The Jerusalem Post
The Jerusalem Post third_party
AI model 'Enoch' reveals Dead Sea Scrolls are older than believed | The Jerusalem Post
Study: University of Groningen researchers developed AI model Enoch, combining radiocarbon dating and machine-learning handwriting analysis, to date Dead Sea Sc...
as pastedAI model 'Enoch' reveals Dead Sea Scrolls are older than believed | The Jerusalem Post Study: University of Groningen researchers developed AI model Enoch, combining radiocarbon dating and machine-learning handwriting analysis, to date Dead Sea Sc... Haaretz
Haaretz third_party
Dead Sea Scrolls May Be Older Than We Thought, AI-Based Study Says
From Ithaca to Judea Enoch is not the first artificial intelligence used to study ancient texts in general or the Dead Sea Scrolls specifically. In 2022, a diff...
as pastedDead Sea Scrolls May Be Older Than We Thought, AI-Based Study Says From Ithaca to Judea Enoch is not the first artificial intelligence used to study ancient texts in general or the Dead Sea Scrolls specifically. In 2022, a diff... National Institutes of Health (NIH) | (.gov) Dating ancient manuscripts using radiocarbon and AI Abstract Determining by means of palaeography the chronology of ancient handwritten manuscripts such as the Dead Sea Scrolls is essential for reconstructing the... Facebook·National Geographic UK [1m](https://www.google.com/goto?url=CAESwwEB6zswFTgqvHyiuPUYKb3jfB9s6lEQYwTYix0POLVAnUWuWm6yVtgjtciV98Y2Vdw6s9kOOofSHoX2xj2S_Q1H1Q9GlXvqKiM6uUWNjijD4NoXUkzY-nl2oLm2T9QBLoHEiJnXCsp00F83BilQE0Wv5MSzl796EBVUkeCg51X2rOzzEaMAZZtV13-i_s9_sKXxWCyp8mUn0DLHRxYDZdEqZ3yBasa-1PBZ4BCtziFAvTrwcGf_XSvaPotyBwiz1dW7LP4)
National Institutes of Health (NIH) | (.gov) third_party
Dating ancient manuscripts using radiocarbon and AI
Abstract Determining by means of palaeography the chronology of ancient handwritten manuscripts such as the Dead Sea Scrolls is essential for reconstructing the...
as pastedDating ancient manuscripts using radiocarbon and AI-based writing style analysis | PLOS One Model: Enoch, an AI date-prediction model using Bayesian ridge regression on allographic and angular writing style feature vectors extracted from binarized manu... Biblical Archaeology Society
Facebook·National Geographic UK third_party
the Dead Sea Scrolls. By combining time honoured excavation techniques ...
video, [1m](https://www.google.com/goto?url=CAESwwEB6zswFTgqvHyiuPUYKb3jfB9s6lEQYwTYix0POLVAnUWuWm6yVtgjtciV98Y2Vdw6s9kOOofSHoX2xj2S_Q1H1Q9GlXvqKiM6uUWNjijD4NoXUkzY-nl2oLm2T9QBLoHEiJnXCsp00F83BilQE0Wv5MSzl796EBVUkeCg51X2rOzzEaMAZZtV13-i_s9_sKXxWCyp8mUn0DLHRxYDZdEqZ3yBasa-1PBZ4BCtziFAvTrwcGf_XSvaPotyBwiz1dW7LP4)
as pastedthe Dead Sea Scrolls. By combining time honoured excavation techniques ... YouTube·Religion For Everybody 14:09
YouTube·Religion For Everybody third_party
How AI Redated the Dead Sea Scrolls: The Enoch Machine Revealed
video, 14:09
as pastedHow AI Redated the Dead Sea Scrolls: The Enoch Machine Revealed YouTube·Past Unsealed 4m
YouTube·Past Unsealed third_party
AI Just Decoded the Dead Sea Scrolls — What It Found Changes Everything
video, 4m
as pastedAI Just Decoded the Dead Sea Scrolls — What It Found Changes Everything AI responses may include mistakes. [Learn more](https://support.google.com/websearch?p=ai_overviews)

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