Patterns · Document forensics

Reading the Artifacts

Every file in the PURSUE release carries marks that have nothing to do with the phenomenon: wrong dates burned into frames, scanner noise, an analyst's circle, a censor's bar. These artifacts are usually treated as defects. They are actually evidence, about the cameras, the custody chain, and the release itself. Most are accidents. One, added in the August 2026 release, the government produced on purpose, and it is the most useful image in the corpus. This page teaches you to read them.

Artifact 01

The clock that never got set

Twenty-four of the FBI's photo-submission files share one impossible date.

12-31-1999 23:5x

Across the FBI photo-submission series, 24 of the 32 files carry the same burned-in sensor timestamp: December 31, 1999. The photographs are from the 2020s. The date is not a mystery and not a cover-up: it is what a consumer camera, typically a battery-powered trail camera, stamps on every frame when its internal clock was never set and reverts to the factory epoch.

Read forensically, that one artifact says three useful things. The images came from ordinary consumer field equipment, not from professional or government sensors, which is consistent with their provenance as civilian submissions to FBI field offices. The submitters were not curating for credibility: someone staging evidence tends to fix the obvious tells, and a wrong date on every frame is the most obvious tell there is. And the government released the frames as received, wrong clock included, rather than normalizing or re-dating them, which is exactly what you want a custodian to do with evidence.

It also carries a warning for the reader: the burned-in date on any frame in this corpus is testimony from a camera's settings menu, not from the sky. Dating these images relies on the FBI's case metadata, not on the pixels.

24
files with the Dec 31 1999 stamp
32
FBI photo-submission files in the cluster
1
shared explanation: an unset default clock
Artifact 02

The scanner's generations

43 historical files are flagged OCR-degraded. The degradation itself has a stratigraphy.

The Cold War documents in the corpus were typed, carbon-copied, microfilmed, photocopied, and finally scanned, and each generation left sediment: halftone moiré from printed pages, hole-punch shadows, skewed lines from a hurried platen, the ghost of a rubber stamp bleeding through from the reverse side. In 43 of the corpus files the accumulated noise is heavy enough that machine text-recognition partially fails, which is why their spreadsheet entries carry bracketed editorial notes instead of clean verbatim quotes.

The forensic value runs in both directions. Degradation certifies age and custody: a 1949 memo that arrived pixel-crisp would deserve more suspicion, not less. But it also means keyword search silently fails on precisely the oldest material, and any claim that "the word X appears nowhere in the corpus" is really a claim about what survived five generations of copying. The full-text searchability of this record improves as it gets younger; conclusions about the historical layer should lean on reading pages, not querying them.

Artifact 03

The analyst's pen

Six Tranche 1 files were modified by the government before release, openly.

Six files carry the release's most easily misread artifact: circles, arrows, boxes, and inset enlargements added to imagery to "highlight areas of interest." These are government annotations, drawn during analysis, and the release notes say so. They are not part of the original capture, and they are emphatically not the phenomenon: a gold circle around a light says an analyst considered that light worth your attention, nothing more.

The reading habit this trains is general: for every marked-up frame in this corpus, ask what the unmarked original showed. Sometimes the marking answers a question; sometimes it manufactures one. Wherever this site reproduces an annotated frame, the annotation stays visible, because the analyst's choice of what to circle is itself part of the record of how the government handled these cases.

Artifact 04

The censor's bar

32 imagery files were redacted before release. The bars have a grammar, and it is measurable.

Thirty-two Tranche 1 imagery files had black redaction bars applied to the originals before publication, mostly covering case numbers, names, and location strings burned into frames or headers. Documents carry the richer version of the same artifact: every textual removal cites a legal exemption code that states why the material was withheld, which means the shape of the secrecy can be read without seeing inside it.

That analysis has its own home on this site: the corpus-wide census of exemption markers, the finding that the substantive redaction is overwhelmingly operational (military plans and installations) rather than intelligence sources-and-methods, and what that fingerprint reframes. It is the deepest artifact in the release, and the one that behaves most like data.

The full redaction analysis, 791 exemption markers, the 1.4(a) fingerprint, and the 35 files whose black boxes hide substance, is on Key Documents: The shape of the wall.

Artifact 05

The nuclear control stamp

Not all secrecy is FOIA. Tranche 4 carries a marking with a different legal engine entirely.

The modern military documents redact under executive order and cite FOIA exemption codes. The Pantex incident report (DOE-UAP-D005) carries a different stamp: UCNI, Unclassified Controlled Nuclear Information, withheld under Section 148 of the Atomic Energy Act of 1954, not the national-security classification system at all. It is a reminder that the phenomenon crosses jurisdictions, and each one marks its files its own way. A DoD mission report and a DOE nuclear-plant report can describe the same kind of silent, propulsion-less object and still be governed by two separate secrecy regimes.

The oldest Tranche 4 files pose the opposite problem. The 1955 CIA memoranda (CIA-UAP-D020, D021) are TOP SECRET cover sheets filled out by hand, and their bodies resist machine transcription entirely, not because a censor blacked them out but because the era’s intelligence handling predates the typewritten form. Legibility, here, is its own kind of redaction, and it is why a handful of quotes on this site are flagged for manual verification against the source scan.

Artifact 06

The release's own bookkeeping

Even the file numbers testify. The government publishes one figure and declines to break it down, and once you try to break it down yourself you find out why.

The database at war.gov/ufo reports a single number, currently 375 files, and offers no split between documents, images, videos and audio. That reticence turns out to be the honest choice, because the underlying categories do not hold. Records catalogued as audio are delivered as video files with a static waveform standing in for a picture, and they arrive bundled in the release's video archive rather than separately. Several records catalogued as images arrive as PDFs. Type, container, and archive location disagree with one another throughout the source data.

The consequences are not hypothetical. Four Apollo post-mission debriefings sat unaccounted for in this collection for a month because the government's video archive held twenty-three files where the catalogue described nineteen videos, and the four extras were taken for duplicates. They were not duplicates; they were the audio records, shipped as video. In the other direction, two video records, PR057a and PR057b, share a single hosted file, so the catalogue lists one more entry than there are files to download. AARO's own note on the pair says two uploaders titled the same underlying material differently on a classified network.

This site therefore quotes the official figure and does not publish a breakdown of its own. Records are catalogue entries, not files, and the two were never going to reconcile cleanly. What can be checked is provenance: every video carries a public military identifier (VIRIN) and a platform upload number, which lets any reader confirm that a clip embedded here is the same object the government published rather than a re-encode circulating on social media. That is the arithmetic worth doing, and it is part of why the collection can be trusted at all.

375
files, per the official count at war.gov/ufo
5
releases, May to August 2026
8
agencies represented in the release
Artifact 07

The instrument in the picture

The August 2026 release contains the only thing on this page the government produced deliberately: a controlled demonstration that reported shape depends on what you are looking through.

Every artifact above is an accident, a default clock nobody set, a scanner generation, a censor's bar. Tranche 5 contains one that is not. Interviewing two witnesses to a 2026 encounter in the western United States, the FBI commissioned two renderings of the same objects on the same night, and published them together. FBI-UAP-D038 shows what the unaided eye saw: dull red horizontal dashes above a ridgeline. FBI-UAP-D039 shows the same objects through night optical devices, where they are no longer dashes at all but circles, wrapped in the concentric halo an image intensifier produces around a point source. The Bureau then repeated the exercise for the second witness, D041 and D042.

Nothing else in the corpus isolates the variable this cleanly. The object is constant, the night is constant, the witness is constant; only the instrument changes, and the reported morphology changes with it. Read the two images as a pair and a large part of the shape literature becomes suspect, because a dash and a circle are different entries in any taxonomy, including ours. The same interview carries the observer-side version of the effect: one witness reported dashes where the man standing beside him reported triangles, and the interviewing agent attributed the difference to astigmatism.

This cuts against the site's own material, and it should. The morphology catalogue treats reported form as a signal; this pairing shows how much of that signal can be optics. It does not dissolve the record, since it says nothing about objects logged on radar and infrared simultaneously, or about the 1953 photogrammetry. What it does is set a price on single-sensor shape reports, and the government set that price itself.

One smaller artifact rides along with it. D042, the second instrument view, arrives rotated a quarter turn from the landscape orientation its own PDF page settings specify. It is reproduced here exactly as released, rotation included, on the same principle as everything else on this page: the file's handling is part of the file's evidence.

4
renderings, two witnesses, one night
2
shapes reported for one object
1
variable changed: the instrument
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Where the artifacts lead