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.

1,963 signals on file. For the hand-crafted narrative findings derived from this work, see /findings.

//2960 NOTABLE CONTRADICTION undated

Department of Government Efficiency (DOGE): At least one of the six filings is likely an 8-K (current report) rather than a 10-Q/10-K, because 8-Ks are triggered by 'material definitive agreemen…

Department of Government Efficiency (DOGE)
1 source on file
//2959 NOTABLE CORROBORATION undated

Department of Government Efficiency (DOGE): The absence of Lobbying Disclosure Act filings by entities filing SEC disclosures about DOGE is a documented anomaly. This pattern is consistent with …

Department of Government Efficiency (DOGE)
1 source on file
//2957 NOTABLE CORROBORATION undated

Brian Schimpf: Microsoft's prior failure to deliver a satisfactory IVAS 1.2 variant (per DOT&E reports on soldier safety issues) provided the factual predicate for t…

Brian Schimpf
1 source on file
//2954 NOTABLE CONTRADICTION undated

Chris Brose: Chris Brose has not been called to testify before the House or Senate Armed Services Committees in any capacity (as an Anduril executive, Carnegie fel…

Chris Brose
1 source on file
//2949 NOTABLE CONTRADICTION undated

Richard Li: No direct evidence links the February 2023 filing cluster specifically to the MoneyHero/Bridgetown 2 merger closing (late 2022); the timing gap of 2-3…

Richard Li
1 source on file
//2947 NOTABLE CONTRADICTION undated

Richard Li: No SEC EDGAR filing for Richard Li or Pacific Century Group exists with a filing date in February 2014, suggesting the claimed Form 5 filing may have …

Richard Li
1 source on file
//2945 NOTABLE CONTRADICTION undated

Brian Schimpf: The claim that Anduril's revenue growth 'accelerated before the 2025 administration change' is inconsistent with the fact that the company's two large…

Brian Schimpf
1 source on file
//2941 NOTABLE CONTRADICTION undated

Stephen Miller: Stephen Miller's OGE Form 278e for his 2025 Deputy Chief of Staff role shows Palantir stock held in a child's brokerage account valued at $100,001-$25…

Stephen Miller
1 source on file
//2940 NOTABLE CONTRADICTION undated

Stephen Miller: Stephen Miller's child's brokerage account ownership of Palantir stock (disclosed Jan 2025 at $100k-$250k) creates a structurally different conflict f…

Stephen Miller
1 source on file
//2936 NOTABLE CONTRADICTION undated

Curtis Yarvin: The Urbit Foundation, as a non-profit entity, files IRS Form 990 rather than SEC disclosures, meaning the relevant regulatory question is whether the …

Curtis Yarvin
1 source on file
//2933 NOTABLE CONTRADICTION undated

Curtis Yarvin: If Tlon Corporation did not file any state-level or federal Form D securities exemption filings from 2013-2024, that would be a noteworthy gap suggest…

Curtis Yarvin
2 sources on file
//2932 NOTABLE CONTRADICTION undated

Department of Government Efficiency (DOGE): No lobbying disclosures referencing DOGE appear in the Senate Office of Public Records database for the period corresponding to the SEC filings, creat…

Department of Government Efficiency (DOGE)
1 source on file
//2930 NOTABLE CORROBORATION undated

Federal Bureau of Investigation (FBI): The EFF's 2006 lawsuit against the FBI for refusing to disclose records on the DCS-3000 and Red Hook surveillance systems represents the first documen…

Federal Bureau of Investigation (FBI)
1 source on file
//2923 NOTABLE CONTRADICTION undated

Michael Flynn: Michael T. Flynn's documented financial disclosures show over $1.3 million in 2016 income and liquid assets that were subject to forfeiture in his ple…

Michael Flynn
1 source on file
//2921 NOTABLE CONTRADICTION undated

Federal Bureau of Investigation (FBI): The 2021 FBI data misconfiguration involving Palantir-linked systems occurred while Palantir CEO Alex Karp had publicly stated the company had a 'firm…

Federal Bureau of Investigation (FBI)
1 source on file
//2916 NOTABLE CONTRADICTION undated

Stephen Miller: Palantir's LDA filings during 2017-2021 show the company lobbied DHS on immigration contracting, creating a potential conflict vector for any White Ho…

Stephen Miller
1 source on file
//2915 NOTABLE CONTRADICTION undated

Stephen Miller: Stephen Miller's timely filing of OGE Form 278e on 2025-01-20 indicates that the OGE disclosure requirement functioned for at least one White House of…

Stephen Miller
1 source on file
//2914 NOTABLE CORROBORATION undated

Stephen Miller: The White House's failure to publish recusal agreements for non-confirmed advisors is consistent with executive branch practice under both parties sin…

Stephen Miller
1 source on file
//2910 NOTABLE CORROBORATION undated

Gregory Barbaccia: At least 12 Trump White House staffers, including Barbaccia, Stephen Miller, and Kara Frederick, held Palantir stock — a company with $2.5B in federal…

Gregory Barbaccia
1 source on file
//2900 NOTABLE CORROBORATION undated

Twenty One Capital: Howard Lutnick's public financial disclosure as Commerce Secretary should list all family trusts from which he derives income or in which he holds a b…

Twenty One Capital
1 source on file
//2897 NOTABLE CONTRADICTION undated

Office of Government Ethics: The percentage of congressional filers submitting paper disclosures increased from approximately 2% before 2013 to an estimated 15-20% by 2015, based …

Office of Government Ethics
2 sources on file
//2892 NOTABLE CORROBORATION undated

Reid Hoffman: Reid Hoffman used at least four distinct legal vehicles for philanthropic giving: the Reid Hoffman Foundation (IRS 990s, public), the Chan Zuckerberg …

Reid Hoffman
2 sources on file
//2890 NOTABLE CONTRADICTION undated

Young Kim: Young Kim's combined fundraising from cryptocurrency-connected PACs (Fairshake) and the 'Retired' industry ($2,248,124) constituted at least 35.7% of …

Young Kim
2 sources on file
//2889 NOTABLE CONTRADICTION undated

SentinelOne: The stockholder derivative lawsuit filed in December 2023 in the U.S. District Court for the Northern District of California (case number 3:23-cv-0642…

SentinelOne
1 source on file
//2888 NOTABLE CORROBORATION undated

SentinelOne: SentinelOne's late-March 10-K filing dates (2025-03-26, 2026-03-19) are notably early for a company with a January 31 fiscal year end (90-day deadline…

SentinelOne
1 source on file
//2886 NOTABLE CONTRADICTION undated

SentinelOne: Any SentinelOne federal revenue of material significance would appear in its 10-K disclosed revenue segmentation by customer type (enterprise vs gover…

SentinelOne
1 source on file
//2885 NOTABLE CONTRADICTION undated

SentinelOne: SentinelOne holds an active GSA Schedule contract (GS-35F-313DA) through at least 2026, which is a prerequisite for direct U.S. federal prime contract…

SentinelOne
1 source on file
//2883 NOTABLE CONTRADICTION undated

SentinelOne: The database's inference about a separate and less reliable 'non-financial regulatory records' pipeline cannot be tested without first verifying the c…

SentinelOne
1 source on file
//2882 NOTABLE CORROBORATION undated

Curtis Yarvin: SBA's 2019 SBIR/STTR VC ownership rule (Effective FY2019) allowed multi-VC-invested portfolio companies to qualify for SBIR grants if the combined VC …

Curtis Yarvin
2 sources on file
//2881 NOTABLE CORROBORATION undated

Curtis Yarvin: No public USASpending or SBIR award records show Tlon Corporation receiving any federal contract or grant from 2013 to 2024, making the SBIR eligibili…

Curtis Yarvin
2 sources on file