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.

//2233 CRITICAL CORROBORATION undated

Gregory Barbaccia: The OMB ethics process for Barbaccia (and Tom Williams) was described as 'the same process as every OMB employee' but no recusal documents were public…

Gregory Barbaccia
1 source on file
//2231 CRITICAL CORROBORATION undated

Gregory Barbaccia: The absence of documented ethics restrictions on Barbaccia's Palantir holdings is consistent with a broader pattern in the Tech Force initiative, wher…

Gregory Barbaccia
1 source on file
//2223 CRITICAL CORROBORATION undated

Chase Herro: If the Lopez court finds Dough Finance tokens constituted unregistered securities, that finding could be cited in any future SEC enforcement action ag…

Chase Herro
1 source on file
//2200 CRITICAL CORROBORATION undated

Raytheon Technologies (RTX): Any oversight analysis of RTX government contracting that relies solely on searching USASpending for 'Raytheon Technologies' or 'RTX Corporation' will…

Raytheon Technologies (RTX)
1 source on file
//2185 CRITICAL CORROBORATION undated

Israeli Ministry of Defense: The U.S. General Accounting Office has not published any audit examining oversight of FMF funds used for Direct Commercial Sales by the Israeli Minist…

Israeli Ministry of Defense
1 source on file
//2181 CRITICAL CORROBORATION undated

Founders Fund: Founders Fund's multi-entity structure across at least 8 legal entities creates a systematic fragmentation mechanism that prevents procurement transpa…

Founders Fund
2 sources on file
//2174 CRITICAL CORROBORATION undated

Jodey C. Arrington: Arrington authored H.R.2811, the Limit, Save, Grow Act of 2023, which passed the House on a 217-215 party-line vote on April 26, 2023, and which would…

Jodey C. Arrington
1 source on file
//2164 CRITICAL CORROBORATION undated

Jodey C. Arrington: Representative Jodey Arrington of Texas's 19th District voted Yea on H.R. 1628, the American Health Care Act, on May 4, 2017, as recorded in the House…

Jodey C. Arrington
1 source on file
//2028 CRITICAL CORROBORATION undated

US Department of Defense (Pentagon): The Pentagon's strategy to improve data infrastructure appears to involve concentrating data management and analytics on a small number of 'neo-prime'…

US Department of Defense (Pentagon)
1 source on file
//2012 CRITICAL CORROBORATION undated

Peter Mandelson: The FEC donations by 'Peter Mandelson' in 2016 likely originate from a US-based individual (not the UK peer), based on the small-dollar amounts and gr…

Peter Mandelson
1 source on file
//2003 CRITICAL CORROBORATION undated

Nvidia: Thiel Macro's Q3 2025 13F filing will be filed on November 14, 2025, providing the first verifiable public record of whether the Nvidia divestiture wa…

Nvidia
2 sources on file
//1960 CRITICAL CORROBORATION undated

Paragon Solutions: No publicly available USASpending contract record links Paragon Solutions US Inc. or REDLattice to any federal award in the period 2019-2023, which is…

Paragon Solutions
1 source on file
//1929 CRITICAL CORROBORATION undated

Raytheon Technologies (RTX): RTX Corporation (the post-merger holding company) holds zero direct prime contracts with the U.S. Department of Defense; all contract revenue flows th…

Raytheon Technologies (RTX)
1 source on file
//1924 CRITICAL CORROBORATION undated

General Dynamics: General Dynamics operates through at least 20 principal operating subsidiaries, each with its own DUNS number and SAM registration, which are the enti…

General Dynamics
1 source on file
//1906 CRITICAL CORROBORATION undated

Academi (formerly Blackwater): Constellis Holdings, the parent company of Academi (formerly Blackwater), has LDA-lobbying expenditures under its own name that may be aggregated acro…

Academi (formerly Blackwater)
1 source on file
//1895 CRITICAL CORROBORATION undated

SoftBank Vision Fund: SoftBank Vision Fund's use of convertible non-voting shares in US investments creates a structural gap where CFIUS review typically occurs at the poin…

SoftBank Vision Fund
1 source on file
//1867 CRITICAL CORROBORATION undated

Academi (formerly Blackwater): The deliberate timing of corporate name changes relative to legal proceedings — Blackwater Worldwide renamed Xe Services in February 2009, four months…

Academi (formerly Blackwater)
1 source on file
//1850 CRITICAL CORROBORATION undated

SoftBank Vision Fund: The pattern of using convertible non-voting shares across multiple Vision Fund deals is consistent with a systematic structuring approach rather than …

SoftBank Vision Fund
1 source on file
//1821 CRITICAL CORROBORATION undated

Israeli Ministry of Defense: Direct Commercial Sales contracts funded by U.S. Foreign Military Financing to the Israeli Ministry of Defense are not subject to the same public disc…

Israeli Ministry of Defense
1 source on file
//1808 CRITICAL CORROBORATION undated

Cambridge Analytica: The bankruptcy case docket for Cambridge Analytica LLC (18-11736) is the most direct public source to confirm or deny that the company's proprietary p…

Cambridge Analytica
1 source on file
//1792 CRITICAL CORROBORATION undated

Andreessen Horowitz (a16z): Andreessen Horowitz (a16z) was among the three largest funders of the Fairshake super PAC during the 2023-2024 election cycle, consistent with channel…

Andreessen Horowitz (a16z)
1 source on file
//1749 CRITICAL CORROBORATION undated

Rafael Advanced Defense Systems: The stated use of proceeds in Rafael's Form D filings ('general corporate purposes') is legally insufficient to determine whether capital was directed…

Rafael Advanced Defense Systems
1 source on file
//1705 CRITICAL CORROBORATION undated

Global Counsel: The strategic advisory exemption in the Transparency of Lobbying Act 2014 was present in the Bill as introduced to the House of Lords on 8 October 201…

Global Counsel
2 sources on file
//1665 CRITICAL CORROBORATION undated

Maiden Lane LLC: The Federal Reserve Bank of New York's contract with BlackRock for management of Maiden Lane LLC was not subject to the Competition in Contracting Act…

Maiden Lane LLC
1 source on file
//1657 CRITICAL CORROBORATION undated

Global Counsel: The UK Parliament held no select committee inquiry between 2014 and 2024 that examined the specific interaction between the Transparency of Lobbying A…

Global Counsel
2 sources on file
//1652 CRITICAL CORROBORATION undated

Valar Ventures: Valar Ventures' dual CIK registration (162251 and 281886) means a complete SEC filing gap analysis requires searching both identifiers individually an…

Valar Ventures
1 source on file
//1619 CRITICAL CORROBORATION undated

Maven Smart System: DoD's use of OTA agreements for Maven Smart System does not automatically exempt the program from all congressional notification requirements, as the …

Maven Smart System
1 source on file
//1616 CRITICAL CORROBORATION undated

National Reconnaissance Office (NRO): Historical NRO procurement patterns (2000 House Intelligence Committee findings) show that the agency's use of non-NRO contracting offices for major c…

National Reconnaissance Office (NRO)
1 source on file
//1607 CRITICAL CORROBORATION undated

Maven Smart System: The systematic absence of Maven Smart System from GAO, DoD IG, and CRS reports since 2019 indicates a deliberate policy decision to exempt the program…

Maven Smart System
1 source on file
//1545 CRITICAL CORROBORATION undated

Mike Collins: Collins voted for OBBBA on 2025-07-03, the same date as the CBO scoring that projected 400,000 people nationally would lose health coverage – a tensio…

Mike Collins
1 source on file