DATA LAYER · PATTERN SIGNALS

Pattern signals

Machine-generated observations the platform produces by cross-referencing facts, contradictions, and connections in the database. Each one is a one-line corroboration or contradiction signal — data, not narrative.

2,088 signals on file. For the hand-crafted narrative findings derived from this work, see /findings.

//1852 NOTABLE CORROBORATION undated

SoftBank Vision Fund: The Vision Fund's CFIUS workaround structure using convertible non-voting shares was developed in 2018 specifically to allow foreign sovereign capital…

SoftBank Vision Fund
1 source on file
//1851 NOTABLE CORROBORATION undated

SoftBank Vision Fund: Masayoshi Son's December 6, 2016 pledge of $50 billion in US investment to President-elect Trump predated the formal launch of the Vision Fund by five…

SoftBank Vision Fund
1 source on file
//1849 NOTABLE CORROBORATION undated

SoftBank Vision Fund: The convertible non-voting share structure was used in at least five SoftBank Vision Fund deals (Cohesity, Getaround, Light, Automation Anywhere, View…

SoftBank Vision Fund
1 source on file
//1848 NOTABLE CORROBORATION undated

Peter Navarro: The FEC's database likely contains multiple individuals named 'Peter Navarro' — the name is not uniquely identifying without employer/occupation field…

Peter Navarro
1 source on file
//1846 NOTABLE CORROBORATION undated

CACI International: CACI International's fiscal year ending June 30 places it in a minority of defense contractors — Lockheed Martin, RTX, Northrop Grumman, and L3Harris …

CACI International
1 source on file
//1840 NOTABLE CORROBORATION undated

Leidos: The Lockheed-Leidos system integration overlap period may have been shorter than 11 months for procurement-specific systems, as DUNS-level contract no…

Leidos
1 source on file
//1833 NOTABLE CORROBORATION undated

Clarium Capital: Clarium Capital's documented prime brokerage relationships would likely have included major UK investment banks, creating operational UK exposure with…

Clarium Capital
2 sources on file
//1827 NOTABLE CORROBORATION undated

DARPA: Strategic Analysis Inc.'s status as a 30+ year incumbent on DARPA TASS contracts creates a structural competitive advantage for future task order bids…

DARPA
1 source on file
//1811 NOTABLE CORROBORATION undated

Axon Enterprise: Neither DHS Federal Acquisition Regulation (FAR) clauses 52.246-1 through -25 nor DOJ's body-worn camera policy (DOJ Order 5200.4) include any mandato…

Axon Enterprise
1 source on file
//1799 NOTABLE CORROBORATION undated

Richard Li: Richard Li's termination of Schedule 13D filing obligation in April 2004, combined with 17 years of no new filings, is consistent with his US public e…

Richard Li
1 source on file
//1793 NOTABLE CORROBORATION undated

SoftBank Vision Fund: SoftBank Vision Fund's use of convertible non-voting shares in multiple large deals (Cohesity, Getaround, Light, Automation Anywhere, View) during 201…

SoftBank Vision Fund
1 source on file
//1791 NOTABLE CORROBORATION undated

Andreessen Horowitz (a16z): David Sacks, Trump's AI/Crypto Czar, is a former Founders Fund partner and previously co-invested with a16z in Tlon Corporation, creating a structural…

Andreessen Horowitz (a16z)
1 source on file
//1789 NOTABLE CORROBORATION undated

Andreessen Horowitz (a16z): The transition period from November 2025 to March 2026 coincided with the beginning of the Trump administration, where David Sacks—a former Founders F…

Andreessen Horowitz (a16z)
1 source on file
//1787 NOTABLE CORROBORATION undated

SoftBank Vision Fund: Saudi PIF's $45 billion investment in SoftBank Vision Fund was structured as a financing arrangement (Musharaka facility) with a preferred return, not…

SoftBank Vision Fund
1 source on file
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Leidos: Leidos's acquisition of Lockheed Martin IS&GS closed on August 16, 2016, but the first day employees of the acquired division could have been operatin…

Leidos
1 source on file
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Leidos: The Leidos-Lockheed IS&GS acquisition closed on August 16, 2016 using a Reverse Morris Trust structure that distributed 77 million Leidos shares (50.5…

Leidos
1 source on file
//1745 NOTABLE CORROBORATION undated

Paragon Solutions: AE Industrial Partners' acquisition of Paragon Solutions did not involve the SEC-registered entity that filed in 2004; the acquired company was a diff…

Paragon Solutions
1 source on file
//1739 NOTABLE CORROBORATION undated

DARPA: Former DARPA program managers who join defense contractors as 'technical consultants' or 'strategic advisors' can legally provide advice to DoD offici…

DARPA
1 source on file
//1738 NOTABLE CORROBORATION undated

Internal Revenue Service (IRS): Senate Finance Committee has held no public hearing in 2023-2025 where the Office of Financial Innovation's role in IRS procurement was the dedicated …

Internal Revenue Service (IRS)
1 source on file
//1734 NOTABLE CORROBORATION undated

Israeli Ministry of Defense: Israel's unique authorization to use FMF funds for DCS (Direct Commercial Sales) procurement means that approximately $1.1 billion in U.S. taxpayer-fu…

Israeli Ministry of Defense
1 source on file
//1733 NOTABLE CORROBORATION undated

Israeli Ministry of Defense: The IMOD Mission to the United States in NYC processes approximately $1.1 billion annually in Direct Commercial Contracts, representing one-third of I…

Israeli Ministry of Defense
1 source on file
//1731 NOTABLE CORROBORATION undated

US Immigration and Customs Enforcement (ICE): The $38 billion contract for ICE detention facilities is likely an IDIQ contract with multiple awardees, and USASpending will show the government-wide…

US Immigration and Customs Enforcement (ICE)
1 source on file
//1728 NOTABLE CORROBORATION undated

Starshield: Lockheed Martin's 2021 10-K risk factor referencing 'competing commercial satellite constellations' appears within the 'Commercial Competition' sectio…

Starshield
1 source on file
//1726 NOTABLE CORROBORATION undated

Global Counsel: The strategic advisory exemption of the Transparency of Lobbying Act 2014 has not been subject to any identified formal post-implementation review by …

Global Counsel
2 sources on file
//1716 NOTABLE CORROBORATION undated

World Liberty Financial: World Liberty Financial, Inc.'s Delaware non-stock corporation structure is atypical for a for-profit cryptocurrency token venture, which typically us…

World Liberty Financial
2 sources on file
//1715 NOTABLE CORROBORATION undated

World Liberty Financial: The $3 billion in unsold WLFI tokens held by Trump entities as of December 2025 are likely held in the name of DT Marks DEFI LLC or WLF Holdco LLC, no…

World Liberty Financial
2 sources on file
//1714 NOTABLE CORROBORATION undated

World Liberty Financial: The $1 billion in Trump family proceeds from WLFI token sales was routed through DT Marks DEFI LLC, which is not registered as a securities issuer and…

World Liberty Financial
2 sources on file
//1713 NOTABLE CORROBORATION undated

World Liberty Financial: World Liberty Financial's use of at least three distinct subsidiary names (WLF Holdco LLC, DT Marks DEFI LLC, WLTC Holdings LLC) creates a fragmented …

World Liberty Financial
2 sources on file
//1707 NOTABLE CORROBORATION undated

Maiden Lane LLC: Maiden Lane LLC was not subject to standard SEC periodic reporting (10-K, 10-Q), limiting its filing obligation to securities-specific filings for its…

Maiden Lane LLC
1 source on file
//1697 NOTABLE CORROBORATION undated

Thiel Capital: The systematic absence of Thiel Capital from USASpending.gov as a direct contractor is not evidence of non-involvement in federal contracting, but rat…

Thiel Capital
2 sources on file