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Anthropic says Claude Science assembled first full UV sky map

A concrete example of agentic systems handling multi-source retrieval, cleaning, calibration and provenance across scientific datasets. The catch for builders: predicted outputs still need uncertainty labels and human review, especially when measured and inferred data are mixed.

Anthropic says Claude Science assembled first full UV sky map

Anthropic says Claude Science helped astrophysicist Brice Ménard assemble the first complete ultraviolet map of the sky by combining public space-mission data and estimating unobserved regions.

The Anthropic research account says data from GALEX, Swift, FIMS/SPEAR and TD-1 were cross-calibrated and remapped into a common coordinate system, with Planck and Gaia supplying other wavelengths.

Roughly one-third of the sky lacked direct UV observations. Anthropic says the workflow used inpainting and other-wavelength data to fill those gaps, estimated UV light for more than 100 million stars and reconstructed masked regions to within about 10% of measurements. That validation figure is vendor-reported and disputed in outside readings of the technical material.

The map labels pixels as measured or predicted and includes uncertainty estimates. Claude’s role is best understood as coordinating a scientific workflow; a separate statistical model handled estimates for missing diffuse UV regions.

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