⊕ UAP RECORDResearch process / Case study 01Aleksei Beliankin ↗

AI research for American Alchemy.

I built agents that trace a guest’s claims through interviews, documents and images, then find connections across our archive of people, places, craft and reported beings.

Jesse’s Baltic Sea comparison opens a new lead at Skinwalker.

In his conversation with Brandon Fugal, Jesse connects the ranch’s equipment failures with the Baltic Sea Anomaly near the end. Dennis Åsberg’s Baltic interview adds repeat GPS failures on another boat; sonar imagery opens a second, visual line of comparison.

I would build on moments like this before and after each episode, adding deeper source research and visual comparisons to the team’s preparation. The central question stays the same: what is beneath the ranch, and which evidence would help identify it?

01

Trace Fugal’s claims to their original sources.

The starting points are his earlier interviews, the ranch team and the specialists who produced its survey data. Agents extract the named people, claims, measurements and images, then follow the references between them.

Brandon FugalBrandon Fugal Skinwalker Ranch
3 saved caption filesTimed claims and source frames
Named roles and referencesFugal · Bard · Taylor · Kelsey
GPS faults + 45 MHz radarPositioning reports and borehole methods
Linked findingsGPS failures · KelseyRadar profiles · HISTORYSurface model · PIX4D

Each statement becomes a linked record: person, claim, place, date and supporting material.

02

Match the guest’s evidence with the American Alchemy archive.

The archive gives each new claim a wider context. A failure reported at the ranch can lead to an earlier interview, a second location, or a document that helps explain what to test next.

American Alchemy Our working archive
127 earlier groups selectedFocal family + undated groups held out
194 people · 71 sites19 craft forms · 20 being categories
Trace the original sourcePeople, records and dated accounts
Compare the guest’s findingsEquipment effectsShape and dimensionsReported occupantsDates and source chains
Guest evidenceRanch measurements and accounts
+
Earlier archive127 eligible episode groups
Research leadsBaltic · craft images · occupants

Three parallel research agents extend the matches with original documents, video passages and community observations. The combined main packet contains 86 sources.

03

Which places share Skinwalker’s reported effects?

The first comparison follows Jesse’s clue: equipment failures tied to a location. The Baltic account adds repeat GPS failures on a second boat; other sites help us compare individual effects.

Instrument recordReportedMixed×Baseline result?Open
Loading source tools…

Swipe for more measurements →

LocationSourceGPS / navigationEquipment failuresRF signalsMagnetic / conductivitySubsurface featureRadiationRepeated effect
04

Compare the Skinwalker and Baltic side profiles.

Homestead 2 provides a radar display and the team’s interpretation. The Baltic interview supplies two oblique views of the seabed formation.

Skinwalker · radar reflections Homestead 2 · processed survey display
Skinwalker · the team’s interpretation The programme’s enclosure over those reflections
Baltic Sea · side view 3-D representation shown in the Åsberg interview
Baltic Sea · second angle The raised surface and recessed edge
Shape hypothesis

A broad, flattened form is the common visual lead. The quoted extents differ by about 5.1×.

Compared recordExtentSetting
Homestead 2 1,000 ft ≈ 305 mInterpreted length; shallow reflectors
Baltic Sea Anomaly ≈ 60 mReported diameter; seafloor
Depths, frequencies and the separate mesa target

Homestead 2’s reflectors are discussed around 8–30 ft (2.4–9.1 m). The mesa’s separate reported lateral extent is about 400 ft (122 m). At the ranch, 1.6 GHz is a reported received signal; 45 MHz is the later borehole radar’s operating frequency. A corresponding Baltic spectrum remains a data request.

05

Could the ranch target also have an open-sided outline?

The Baltic plan view gives us a distinctive search feature: a rounded outline with an inset. Aleksei’s contour proposes a corresponding recess in the ranch profile. That is the next geometric hypothesis to test.

Baltic Sea · plan view Published sonar reproduction
Skinwalker · proposed C-shaped opening Aleksei’s annotated hypothesis
Request the plan-view survey.

A georeferenced grid of crossing radar lines, velocity calibration and horizontal depth slices would let us test the proposed recess. Ask the team for the original traces and processing settings before the next conversation.

Levenda supplies the archive’s explicit C-shaped comparison.

The bars count episode groups containing each term across the 136-group working archive. The C-shaped passage leads into the Horten records below.

Saucer81
Orb54
Tic Tac42
Triangular / triangle-shaped22
C-shaped1
07

Bring the new clues back to Skinwalker.

The research loop asks whether what we learned elsewhere helps explain the ranch. Shape, nearby lights and activity at an opening become separate tests of the same proposed connection.

Nearby lights → ranch footage

The Yukon comment prompts a search for similar behaviour. HISTORY shows a point near the mesa and a separate sequence of thermal targets changing spacing.

Open the two source sequences

The broad halos are programme highlighting. Conventional drones and rockets were part of the experiments; their tracks belong in the comparison.

Ongoing activity → the Baltic opening

Åsberg describes sediment-clouded water moving in and out of a hole, using breathing as an analogy. This gives the follow-up a specific observable process.

Åsberg’s account
Working hypothesis

Could a buried or submerged system remain active—and could nearby small objects be associated with it? Test repeatable trajectories at the ranch and time-aligned flow, current and temperature records at the Baltic opening.

08

Which occupants are linked to which craft in the accounts?

At Homestead 1, Kaleb Bench recalls a panel-like surface, roughly 5–6 feet across and high, with rippling reflections. That gives the encounter search a starting point. The comparisons below come from accounts describing both occupants and a vehicle.

AccountReported occupantsCraft describedResearch value
First-person accountBlue-tinged humanoidTwo seats; rounded front and dark rearA repair request and an uneven departure add operational details.
Channeling attributionPale human–Grey hybrid, as described by AnkaTriangle with corner lightsAnka links his earlier sightings to Bashar through a later claimed mental communication.
First-person accountTall WhitesEllipsoidal scouts, larger vessels and local saucersHall distinguishes craft by purpose within the same group.
First-person accountShort humanoids and human-looking figuresOval craft and a hangar with other vehiclesOne narrative includes several occupant appearances and vehicle sizes.
Witness reportTwo long-haired humanlike occupantsDomed silver saucerOccupants are described inside the transparent forward dome.
Secondhand accountBlue-grey figures in the relayed storyDisc with three supports and a rampThe source trail runs through the people who describe the alleged film.
Who—or what—operates the C-shaped candidates?

The reviewed C-shaped records leave the occupants unidentified. If a candidate proves to be a vehicle, it could be crewed, remotely controlled or autonomous. An occupant account tied to that same vehicle would be the next useful link.

Every interview can strengthen the next one.

American Alchemy already brings together an extraordinary archive and a community that notices what others miss. I want to turn that collective knowledge into a growing public research system: source-linked observations, testable hypotheses and better-prepared conversations.

I built this case study in a day on top of an existing archive. I’m applying as a Researcher & Writer to turn these leads into source-backed episode stories, visual comparisons and interview questions—and to develop this system with the team. Imagine what we could build together over the next few years.

Aleksei Beliankin

Original source ↗
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