AARO's invitation framed UAP reports as a data-integration problem

The invitation inside the release describes UAP narratives as large, heterogeneous, qualitative collections drawn from military databases, civilian reporting systems, digital archives, and social media. It highlights inconsistent terminology and missing metadata as obstacles to comparison, verification, and construction of evidence, and says the workshop would explore data standardization, interoperability, analytical methods, and infrastructure.

Organizers initially described a small working group of roughly 25 to 30 experts focused on a roadmap for tools that could improve data management and inform research investment; AARO's later white paper reported 40 participants. Better integration could reveal duplicates, patterns, and contextual matches, but software cannot manufacture absent range, calibration, provenance, or chain-of-custody information. Structured narratives remain reports to evaluate, not measurements of extraordinary performance.

Why it matters

The documents show the government's stated analytical problem before conclusions were written, providing a benchmark for judging whether future UAP databases actually preserve uncertainty and provenance.

What the source establishes

Confirmed invitation language and planning goals. The release documents intended methods, not a completed national database, deployed analytical tool, or validated AI finding.