| Title | Are Dead Sea Scrolls Older Than We Thought? | |
| Date | Monday June 09, @02:46AM | |
| Author | mrpg | |
| Topic | ||
| from the maybe dept. | ||
Are Dead Sea Scrolls older than we thought?:
Over the years, scholars of the Dead Sea Scrolls have analyzed the ancient parchments with various methods: for example, X-rays, multispectral imaging, "virtual unfolding," and paleography, i.e., studying elements in their writing styles. The scrolls are believed to date back to between the third century BCE and the first century CE, but those dates rely largely on paleography, since only a handful of the scrolls have calendar dates written on them.
However, the traditional paleographic method is inherently subjective and based on a given scholar's experience. A team of scientists has combined radiocarbon dating from 24 scroll samples and machine-learning-based handwriting analysis to create their own AI program—dubbed Enoch. The objective was to achieve more accurate date estimates, according to a new paper published in the journal PLoS ONE. Among the findings: Many of the scrolls are older than previously thought.
[...] The development of Enoch grew out of the team's earlier deep neural network for ferreting out handwritten ink-trace patterns in digitized manuscripts, involving micro-level geometric shape analysis. "Enoch emphasizes shared characteristics and similarity matching between trained and test manuscripts, where traditional paleography focuses on subtle differences that are assumed to be indicative for style development," the authors wrote. "Combining dissimilarity matching and adaptive reinforcement learning can uncover hidden patterns."
They tested Enoch by having paleographic experts evaluate the AI program's age estimate for several scrolls. The results: About 79 percent of Enoch's estimates were deemed "realistic," while its age estimates for the remaining 21 percent were either too young, too old, or just indecisive.
This new model revealed that many of the Dead Sea Scrolls are older than previous estimates based solely on paleography. That should be relevant for the question of when two ancient Jewish script styles—"Hasmonean" and "Herodian"—developed, for example. The former script was thought to have emerged between 150–50 BCE, but the authors believe Hasmonean could have emerged much earlier; ditto for the Herodian script. So both scripts may have coexisted since the late second century, challenging the prevailing view that they preexisted by the mid-first century BCE.
Journal Reference:
Mladen Popović, Maruf A. Dhali, Lambert Schomaker, et al. Dating ancient manuscripts using radiocarbon and AI-based writing style analysis, PLOS ONE (DOI: 10.1371/journal.pone.0323185)
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