Ben Caine retweeted
Gemini 4 Argon sets a new record of 69% on HieroglyphBench
This is the first model that performs accurately enough to be useful
Sorry we even made you consider Astra for a few weeks. Won't happen again.
Ben Caine retweeted
This is a very cool example of the long tail of things some people will find useful but you as a model trainee will NEVER think of, and hence why you should aim to train on as diverse free-form text data as possible:
(And congrats to Gemini 3.8 for looking like what is a very good detector)
The power of generalization
Google’s Gemini 3.0 Pro decodes 500-Year-Old Nuremberg chronicle mysteries. 👏
Gemini 3.0 Pro was given high-resolution page images and produced a coherent explanation of what the notes were doing, not just a transcription.
It concluded the roundels are a small calculation table meant to reconcile 2 competing biblical timelines and pin down Abraham’s birth year.
The hard part for earlier attempts was that the notes mix abbreviated Latin, Roman numerals, and implied context from the printed page, so reading the marks alone does not reveal intent.
The prompt asked for transcription, translation, and meaning using the surrounding text, and it reportedly used 5 images total, a 2-page spread plus 4 zooms.
Gemini tied the scribbles to “Anno Mundi” dating, meaning “Year of the World,” and treated them as conversions into a “before Christ” timeline.
It linked 3184 and 2040 “Year of the World” figures to the Septuagint and Hebrew Bible traditions, then mapped them to roughly 2015BC and 1915BC, a 100-year gap the annotator was trying to resolve.
A great example of multimodal models as research assistants when the task needs reading, cross-referencing, and arithmetic in one pass, but it still needs expert verification because a single digit slip can change the conclusion.
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siliconangle. com/2026/01/01/googles-gemini-3-0-pro-helps-solve-long-standing-mystery-nuremberg-chronicle/
I had Nano Banana remove GPT5.2's bounding boxes and Gemini 3 give it a go
Left: GPT5.2
Right: Gemini 3.0
For bonus points Gemini also used code execution to visualize its detections. aistudio.google.com/prompts/…










