WATCHTOWER 2.0 — BASELINE LEARNING
Findings Archive

Math chose these. Not us.

Each entry was flagged by the statistical model after the baseline period. Each row is cryptographically hashed, timestamped, and chained. We didn't pick them. The deviation from normal did.

Anomaly events

5/23/2026, 3:49:01 AM

SPOOFING_SIGNAL · N982AK

SCORE 28.0013500 ftOTHER

[EXTENDED] Spoofing: TIS-B rebroadcast

5/23/2026, 3:49:01 AM

SPOOFING_SIGNAL · N9305N

SCORE 28.005150 ftOTHER

[EXTENDED] Spoofing: TIS-B rebroadcast

5/23/2026, 3:49:01 AM

SPOOFING_SIGNAL · N8753Q

SCORE 28.000 ftSAN_BERNARDINO

[EXTENDED] Spoofing: MLAT position

5/23/2026, 3:49:01 AM

SPOOFING_SIGNAL · N533JC

SCORE 80.001300 ftKERN

[PRIMARY] Spoofing: Low NIC (0)

5/23/2026, 3:49:01 AM

SPOOFING_SIGNAL · N230LA

SCORE 28.00525 ftOTHER

[EXTENDED] Spoofing: TIS-B rebroadcast

5/23/2026, 3:49:01 AM

SPOOFING_SIGNAL · N202LS

SCORE 28.005450 ftOTHER

[EXTENDED] Spoofing: TIS-B rebroadcast

5/23/2026, 3:49:01 AM

LOW_ALTITUDE · N230LA

SCORE 19.00525 ftOTHER

[EXTENDED] Aircraft at 525ft — below 1000ft threshold

5/23/2026, 3:49:01 AM

LOW_ALTITUDE · N2104H

SCORE 2.00950 ftOTHER

[EXTENDED] Aircraft at 950ft — below 1000ft threshold

5/23/2026, 3:49:01 AM

LOW_ALTITUDE · N175FE

SCORE 2.00950 ftSAN_BERNARDINO

[EXTENDED] Aircraft at 950ft — below 1000ft threshold

5/23/2026, 3:47:48 AM

SPOOFING_SIGNAL · N6382D

SCORE 28.007600 ftOTHER

[EXTENDED] Spoofing: TIS-B rebroadcast

5/23/2026, 3:47:48 AM

SPOOFING_SIGNAL · N2104H

SCORE 28.002275 ftOTHER

[EXTENDED] Spoofing: TIS-B rebroadcast

5/23/2026, 3:47:48 AM

SPOOFING_SIGNAL · N2104H

SCORE 28.001575 ftOTHER

[EXTENDED] Spoofing: TIS-B rebroadcast

5/23/2026, 3:47:48 AM

SPOOFING_SIGNAL · N125LG

SCORE 32.000 ftOTHER

[EXTENDED] Spoofing: Low NIC (0)

5/23/2026, 3:47:48 AM

SPOOFING_SIGNAL · N101AT

SCORE 32.000 ftSAN_BERNARDINO

[EXTENDED] Spoofing: Low NIC (0)

5/23/2026, 3:47:48 AM

SPOOFING_SIGNAL · N101AT

SCORE 32.003800 ftSAN_BERNARDINO

[EXTENDED] Spoofing: Low NIC (0)

5/23/2026, 3:47:48 AM

HOVER_PATTERN · N913KC

SCORE 70.951450 ftKERN

[PRIMARY] Hover-like: 48kts at 1450ft

5/23/2026, 3:47:48 AM

LOW_ALTITUDE · N213PF

SCORE 2.00950 ftOTHER

[EXTENDED] Aircraft at 950ft — below 1000ft threshold

5/23/2026, 3:46:33 AM

SPOOFING_SIGNAL · N8726H

SCORE 28.000 ftSAN_BERNARDINO

[EXTENDED] Spoofing: MLAT position

5/23/2026, 3:46:33 AM

SPOOFING_SIGNAL · N833SB

SCORE 32.001025 ftSAN_BERNARDINO

[EXTENDED] Spoofing: Low NIC (0)

5/23/2026, 3:46:33 AM

SPOOFING_SIGNAL · N737PM

SCORE 28.007600 ftOTHER

[EXTENDED] Spoofing: TIS-B rebroadcast

5/23/2026, 3:46:33 AM

SPOOFING_SIGNAL · N737PM

SCORE 28.007600 ftOTHER

[EXTENDED] Spoofing: TIS-B rebroadcast

5/23/2026, 3:46:33 AM

SPOOFING_SIGNAL · N729EL

SCORE 28.007600 ftOTHER

[EXTENDED] Spoofing: TIS-B rebroadcast

5/23/2026, 3:46:33 AM

SPOOFING_SIGNAL · N729EL

SCORE 28.007575 ftOTHER

[EXTENDED] Spoofing: TIS-B rebroadcast

5/23/2026, 3:46:33 AM

SPOOFING_SIGNAL · N5955B

SCORE 32.009600 ftOTHER

[EXTENDED] Spoofing: Low NIC (0)

5/23/2026, 3:46:33 AM

SPOOFING_SIGNAL · N5955B

SCORE 32.009600 ftOTHER

[EXTENDED] Spoofing: Low NIC (0)

5/23/2026, 3:46:33 AM

SPOOFING_SIGNAL · N304FD

SCORE 28.002075 ftOTHER

[EXTENDED] Spoofing: TIS-B rebroadcast

5/23/2026, 3:46:33 AM

SPOOFING_SIGNAL · N304FD

SCORE 28.001725 ftOTHER

[EXTENDED] Spoofing: TIS-B rebroadcast

5/23/2026, 3:46:33 AM

HOVER_PATTERN · N304FD

SCORE 37.861725 ftOTHER

[EXTENDED] Hover-like: 1kts at 1725ft

5/23/2026, 3:46:33 AM

LOW_ALTITUDE · N323VC

SCORE 8.00800 ftOTHER

[EXTENDED] Aircraft at 800ft — below 1000ft threshold

5/23/2026, 3:45:20 AM

LOW_ALTITUDE · N12221

SCORE 1.00975 ftOTHER

[EXTENDED] Aircraft at 975ft — below 1000ft threshold

5/23/2026, 3:45:20 AM

SPOOFING_SIGNAL · N323VC

SCORE 28.001225 ftOTHER

[EXTENDED] Spoofing: TIS-B rebroadcast

5/23/2026, 3:45:20 AM

SPOOFING_SIGNAL · N323VC

SCORE 28.001625 ftOTHER

[EXTENDED] Spoofing: TIS-B rebroadcast

5/23/2026, 3:45:20 AM

SPOOFING_SIGNAL · N5693A

SCORE 24.002725 ftSAN_BERNARDINO

[EXTENDED] Spoofing: SPI (IDENT)

5/23/2026, 3:45:20 AM

SPOOFING_SIGNAL · N7876A

SCORE 28.000 ftSAN_BERNARDINO

[EXTENDED] Spoofing: MLAT position

5/23/2026, 3:45:20 AM

SPOOFING_SIGNAL · N9241S

SCORE 32.007600 ftKERN

[EXTENDED] Spoofing: Low NIC (0)

5/23/2026, 3:45:20 AM

SPOOFING_SIGNAL · N9241S

SCORE 32.007600 ftKERN

[EXTENDED] Spoofing: Low NIC (0)

5/23/2026, 3:44:05 AM

LOW_ALTITUDE · N139HP

SCORE 17.00575 ftFRESNO

[EXTENDED] Aircraft at 575ft — below 1000ft threshold

5/23/2026, 3:44:05 AM

HOVER_PATTERN · N226LA

SCORE 29.40700 ftOTHER

[EXTENDED] Hover-like: 43kts at 700ft

5/23/2026, 3:44:05 AM

SPOOFING_SIGNAL · N9536D

SCORE 24.000 ftOTHER

[EXTENDED] Spoofing: Alert status

5/23/2026, 3:42:52 AM

LOW_ALTITUDE · N52858

SCORE 36.00100 ftOTHER

[EXTENDED] Aircraft at 100ft — below 1000ft threshold

5/23/2026, 3:42:52 AM

LOW_ALTITUDE · N52858

SCORE 1.00975 ftOTHER

[EXTENDED] Aircraft at 975ft — below 1000ft threshold

5/23/2026, 3:42:52 AM

LOW_ALTITUDE · N743AM

SCORE 6.00850 ftTULARE

[EXTENDED] Aircraft at 850ft — below 1000ft threshold

5/23/2026, 3:42:52 AM

LOW_ALTITUDE · N786FA

SCORE 35.00650 ftKERN

[PRIMARY] Aircraft at 650ft — below 1000ft threshold

5/23/2026, 3:42:52 AM

SPOOFING_SIGNAL · N46826

SCORE 28.007900 ftOTHER

[EXTENDED] Spoofing: TIS-B rebroadcast

5/23/2026, 3:42:52 AM

SPOOFING_SIGNAL · N5292D

SCORE 24.000 ftOTHER

[EXTENDED] Spoofing: Alert status

5/23/2026, 3:42:52 AM

SPOOFING_SIGNAL · N76517

SCORE 28.003050 ftOTHER

[EXTENDED] Spoofing: TIS-B rebroadcast

5/23/2026, 3:42:52 AM

SPOOFING_SIGNAL · N818PD

SCORE 28.001650 ftOTHER

[EXTENDED] Spoofing: TIS-B rebroadcast

5/23/2026, 3:41:36 AM

LOW_ALTITUDE · N91950

SCORE 12.00700 ftFRESNO

[EXTENDED] Aircraft at 700ft — below 1000ft threshold

5/23/2026, 3:41:36 AM

HOVER_PATTERN · N52858

SCORE 28.20100 ftOTHER

[EXTENDED] Hover-like: 49kts at 100ft

5/23/2026, 3:41:36 AM

SPOOFING_SIGNAL · N7039C

SCORE 32.000 ftOTHER

[EXTENDED] Spoofing: Low NIC (0)

Bradford Hill scored · Court evidence DB

Surveillance-correlated biometric events

TimestampAircraftHeart RateStressBradford HillEvidence Hash
9/12/2025, 12:29:50 PMN920QS102
9/12/2025, 12:29:50 PMN769AV102
9/12/2025, 12:29:50 PMN4741K102
9/12/2025, 12:29:50 PMN920QS102
9/12/2025, 12:29:50 PMN769AV102
9/12/2025, 12:29:50 PMN4741K102
9/12/2025, 12:29:50 PMN920QS102
9/12/2025, 12:29:50 PMN769AV102
9/12/2025, 12:29:50 PMN4741K102
9/12/2025, 12:29:50 PMN920QS102
9/12/2025, 12:29:50 PMN769AV102
9/12/2025, 12:29:50 PMN4741K102
9/12/2025, 12:29:50 PMN920QS102
9/12/2025, 12:29:50 PMN769AV102
9/12/2025, 12:29:50 PMN4741K102
9/12/2025, 12:29:50 PMN920QS102
9/12/2025, 12:29:50 PMN769AV102
9/12/2025, 12:29:50 PMN4741K102
9/12/2025, 12:29:50 PMN920QS102
9/12/2025, 12:29:50 PMN769AV102
9/12/2025, 12:29:50 PMN4741K102
9/12/2025, 12:29:50 PMN920QS102
9/12/2025, 12:29:50 PMN769AV102
9/12/2025, 12:29:50 PMN4741K102
9/12/2025, 12:29:50 PMN920QS102
9/12/2025, 12:29:50 PMN769AV102
9/12/2025, 12:29:50 PMN4741K102
9/12/2025, 12:29:50 PMN920QS102
9/12/2025, 12:29:50 PMN769AV102
9/12/2025, 12:29:50 PMN4741K102