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.

1,855 signals on file. For the hand-crafted narrative findings derived from this work, see /findings.

//1169 SIGNIFICANT CORROBORATION undated

Microsoft: The classification and trade secret status of AI models used by Microsoft's Azure Government for intelligence community work is a definable boundary t…

Microsoft
2 sources on file
//1166 SIGNIFICANT CORROBORATION undated

Microsoft: Microsoft's lobbying for the FY2025 NDAA specifically targeted expansion of Other Transaction Authority to include certain cloud-based AI training ser…

Microsoft
2 sources on file
//1165 SIGNIFICANT CONTRADICTION undated

Reid Hoffman: Reid Hoffman held an advisory role at Microsoft after stepping down from the board in 2017; this advisory role does not convey operational authority o…

Reid Hoffman
2 sources on file
//1164 SIGNIFICANT CORROBORATION undated

Reid Hoffman: In-Q-Tel's published portfolio disclosures (2012-2025) do not identify Greylock Partners or any of its managing partners (including Reid Hoffman) as a…

Reid Hoffman
2 sources on file
//1162 SIGNIFICANT CORROBORATION undated

Reid Hoffman: Hoffman's $750,000 contribution to AET via 'Investing in US' in 2017 is not identifiable through standard FEC individual donor records because the con…

Reid Hoffman
2 sources on file
//1160 SIGNIFICANT CORROBORATION undated

Reid Hoffman: Reid Hoffman's resignation from OpenAI's board in 2023 removed his fiduciary duty to disclose potential conflicts, creating a regulatory grey area whe…

Reid Hoffman
2 sources on file
//1159 SIGNIFICANT CORROBORATION undated

Reid Hoffman: Reid Hoffman's approximately $2.5 billion in assets (as disclosed in Forbes net worth estimates) are not subject to OGE Form 278e filing requirements …

Reid Hoffman
2 sources on file
//1158 SIGNIFICANT CORROBORATION undated

Reid Hoffman: No public record of a Form 278e filed by Reid Hoffman exists in the OGE public disclosure database as of May 2026, consistent with his never having be…

Reid Hoffman
2 sources on file
//1157 SIGNIFICANT CORROBORATION undated

Reid Hoffman: Hoffman's use of pass-through LLCs ('Investing in US') for at least one major dark-money donation ($750K to AET) creates an established pattern for ob…

Reid Hoffman
2 sources on file
//1152 SIGNIFICANT CORROBORATION undated

Kara Frederick: The $30M ImmigrationOS no-bid contract awarded to Palantir in April 2025 coincides with the period during which Frederick held $50K–$100K in Palantir …

Kara Frederick
1 source on file
//1150 SIGNIFICANT CORROBORATION undated

Brian Schimpf: Anduril's March 2026 $4 billion fundraising round at $60 billion valuation — led by Andreessen Horowitz and Thrive Capital (Marc Andreessen and Joshua…

Brian Schimpf
1 source on file
//1147 SIGNIFICANT CORROBORATION undated

Chase Herro: The 12.5% net revenue share to WC Digital Fi, when combined with the Trump family's 75% share and the UAE's 49% equity stake (with revenue rights nego…

Chase Herro
1 source on file
//1144 SIGNIFICANT CORROBORATION undated

Chase Herro: Chase Herro and Zachary Folkman were listed as the sole signers of the Dough Finance multi-sig wallet at launch, consistent with their exclusive contr…

Chase Herro
1 source on file
//1143 SIGNIFICANT CONTRADICTION undated

Yvette D. Clarke: The claim's classification of the Biden Administration as 'neutral or unopposed' on FIT21 is false; the White House explicitly stated it 'strongly opp…

Yvette D. Clarke
2 sources on file
//1142 SIGNIFICANT CONTRADICTION undated

Yvette D. Clarke: Yvette D. Clarke's 'nay' votes on both SAB 121 (H.J.Res.109) and FIT21 (H.R. 4763) aligned with the Biden Administration's stated opposition to both b…

Yvette D. Clarke
2 sources on file
//1141 SIGNIFICANT CORROBORATION undated

Yvette D. Clarke: The Biden Administration formally opposed both H.J.Res.109 (SAB 121 disapproval) and H.R. 4763 (FIT21) via Statements of Administration Policy in May …

Yvette D. Clarke
2 sources on file
//1138 SIGNIFICANT CORROBORATION undated

Chris Brose: The FY2016 NDAA (Section 804, codified at 10 U.S.C. § 2302 note) and FY2017 NDAA (middle-tier acquisition authorities at 10 U.S.C. § 2447a–2447c) are …

Chris Brose
1 source on file
//1137 SIGNIFICANT CORROBORATION undated

Chris Brose: The one-year cooling-off period for senior executive branch official does not automatically bar Brose from all 'contract advocacy' – it specifically b…

Chris Brose
1 source on file
//1130 SIGNIFICANT CORROBORATION undated

In-Q-Tel: In-Q-Tel's 501(c)(3) nonprofit status, combined with its exemption from Federal Acquisition Regulation disclosure requirements, means that even if an …

In-Q-Tel
1 source on file
//1129 SIGNIFICANT CONTRADICTION undated

Curtis Yarvin: Tlon Corp filed a Form D with the SEC on June 5, 2018, offering securities under regulation D, with a business location in San Francisco, CA, and inco…

Curtis Yarvin
2 sources on file
//1127 SIGNIFICANT CORROBORATION undated

Peter Thiel: Peter Thiel's New Zealand citizenship was granted under Section 9(1)(a) of the Citizenship Act 1977, which allows for a waiver of the standard residen…

Peter Thiel
2 sources on file
//1122 SIGNIFICANT CORROBORATION undated

Mark Zuckerberg: Meta’s disclosed $27 million annual security expense for Mark Zuckerberg likely excludes capital costs of physical security systems installed at his p…

Mark Zuckerberg
2 sources on file
//1121 SIGNIFICANT CORROBORATION undated

Mark Zuckerberg: Zuckerberg's real estate portfolio now includes properties in Hawaii (remote self-sufficient compound), DC (15 min from White House), San Francisco, P…

Mark Zuckerberg
2 sources on file
//1120 SIGNIFICANT CORROBORATION undated

Mark Zuckerberg: The $27 million Meta security expenditure for Zuckerberg in 2024 is approximately 3x the security budget of the average Fortune 500 CEO and exceeds wh…

Mark Zuckerberg
2 sources on file
//1118 SIGNIFICANT CORROBORATION undated

Peter Thiel: Pursuant to Palantir's Certificate of Incorporation, Class F Common Stock automatically converts to Class B Common Stock upon any attempted transfer, …

Peter Thiel
2 sources on file
//1114 SIGNIFICANT CONTRADICTION undated

Caedmon Group: Delaware's division of corporations filing number system for limited liability companies does not map directly to the corporate filing number range (3…

Caedmon Group
1 source on file
//1112 SIGNIFICANT CORROBORATION undated

Curtis Yarvin: The exact corporate mechanism for Curtis Yarvin's 2024 return to Urbit leadership — whether through a consulting agreement, a new employment contract,…

Curtis Yarvin
1 source on file
//1110 SIGNIFICANT CORROBORATION undated

Valar Ventures: The claimed $170M estate payout to Epstein's LP is not independently corroborated by a primary source (e.g., probate court filing or SEC filing from V…

Valar Ventures
1 source on file
//1108 SIGNIFICANT CORROBORATION undated

In-Q-Tel: The asymmetric mapping between the 'Palantir Mafia' database and the un-tracked In-Q-Tel investment team is consistent with a structural blind spot: I…

In-Q-Tel
1 source on file
//1107 SIGNIFICANT CORROBORATION undated

In-Q-Tel: The absence of public mapping is structurally incentivized by In-Q-Tel’s 501(c)(3) nonprofit status, which exempts it from Federal Acquisition Regulat…

In-Q-Tel
1 source on file