suchsignal

Analysis

Aggregate signal across all 0 published items, evaluated against competing hypotheses. Updated automatically when new items are published.

Updated April 12, 2026
0 Methodology →

Fixed hypotheses

Secret Human Technology

UAPs are classified advanced technology developed by humans.

42%

5 items

Grusch's central claim — a multi-decade U.S. government crash retrieval and reverse engineering program — is directly consistent with this hypothesis if retrieved craft were subsequently replicated. The denial of SAP read-ons and the legislative establishment of RG 615 both suggest classified programs with tightly held technological information. Blue Book's conclusion that no sightings exceeded current scientific knowledge cuts against this being truly revolutionary, but compartmentalized SAP programs operating outside normal oversight are well-documented precedents in U.S. defense history.

Disinformation

UAP narrative is deliberately shaped to mislead or distract.

38%

4 items

The Johnson & Sparks peer-reviewed study explicitly frames Grusch's narrative-based, non-fact-checkable claims as a credibility and misinformation challenge, and demonstrates that supportive commentary significantly amplifies public belief. The National Archives' forensic assessment of the MJ-12 documents as likely fraudulent is a concrete data point for deliberate disinformation seeding within the UAP space. At the same time, the congressional legitimacy of the 2023 hearing and the legislative mandate for RG 615 argue against the entire disclosure arc being a state-managed disinformation operation.

Misidentification

UAP sightings are misidentified conventional objects or phenomena.

35%

3 items

Project Blue Book's investigation of 12,618 cases — leaving only 701 unresolved — demonstrates that the large majority of historical UAP reports can be explained conventionally. Mick West's skeptical counternarrative in the Johnson & Sparks study was effective at neutralizing belief uplift among science-positive audiences, suggesting mundane explanations remain persuasive to informed evaluators. However, the Graves/Fravor incidents involve trained naval aviators with sensor corroboration, significantly limiting how much misidentification can explain in the most credible cases.

Extraterrestrial

UAPs originate from intelligent life beyond Earth.

28%

3 items

Grusch's sworn testimony references non-human craft retrieval programs and Fravor/Graves describe genuinely anomalous performance, providing the strongest evidentiary push toward this hypothesis. However, none of the evidence constitutes direct, independently verifiable proof of extraterrestrial origin. Blue Book's official conclusion explicitly rejects extraterrestrial vehicles, and the MJ-12 documents supporting an ET recovery program have been assessed as likely fraudulent by archival analysis. The score reflects meaningful but unverified testimony, not confirmed ET presence.

Interdimensional

UAPs originate from other dimensions or parallel realities.

12%

0 items

None of the four evidence items makes any direct reference to interdimensional origins, portals, or non-spatial travel mechanisms. Grusch's testimony focuses on crash retrieval and reverse engineering consistent with physical craft, not interdimensional phenomena. Blue Book records and NARA's RG 615 establishment are entirely agnostic on this hypothesis. The score is kept above zero only because UAP performance characteristics (instant acceleration, no propulsion signature) are left unexplained and could theoretically accommodate such a hypothesis.

AI-derived hypotheses

Emerged from data

These hypotheses were not pre-defined — they were proposed by the AI based on patterns in the evidence.

Institutionalized Government Concealment

Credible evidence suggests a sustained, multi-agency effort to conceal UAP-related programs from Congressional and public oversight.

62%

6 items

Grusch's sworn IC IG whistleblower complaint, his denial of SAP read-ons, the legislative necessity of the 2024 NDAA UAP Records mandate (RG 615), and the 4-year investigation involving 40+ credentialed witnesses collectively paint a picture of systematic information compartmentalization exceeding normal classification rationale. The congressional response — creating a mandatory archival collection via statute — is itself institutional acknowledgment that records have not been voluntarily disclosed. This does not require the contents to be extraterrestrial; the concealment pattern is independently evidenced.

Aviation Safety Risk from Uncharacterized Phenomena

Recurring UAP encounters near military airspace represent a documented, uninvestigated aviation safety hazard regardless of origin.

58%

3 items

Graves testified a UAP came within 50 feet of an F-18 in 2014 — a near-midair collision by any standard — and the incident was never officially investigated. Graves further testified UAP encounters were regular occurrences among his squadron. Blue Book's finding that no sightings represented national security threats appears contradicted by this proximity event, suggesting a systematic gap in incident reporting and response protocols that poses concrete risk independent of the phenomenon's ultimate origin.

Public Belief Manipulation via Selective Testimony Framing

UAP testimony and its media framing demonstrably shift public belief, raising concerns about epistemic integrity in the disclosure process.

55%

4 items

The Johnson & Sparks experiment provides peer-reviewed, quantified evidence that exposure to Grusch's testimony plus supportive commentary significantly elevated public belief in government coverup (p<.001), while the effect was neutralizable by skeptical framing — but only among science-favorable audiences. This asymmetry, combined with the characterization of Grusch's claims as narrative-based and non-fact-checkable, suggests the public information environment around UAP disclosure is structured in ways that may prioritize persuasion over verifiable evidence, warranting scrutiny of media and institutional framing choices.