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.

//1191 NOTABLE CONTRADICTION undated

Ron Wyden: Senator Ron Wyden’s personal stock trades in 2022 are not documented in SEC EDGAR via a personal CIK number, consistent with the absence of trades exc…

Ron Wyden
1 source on file
//1190 NOTABLE CONTRADICTION undated

Ron Wyden: SEC adopted Congressional-specific filing procedures under Release No. 33-9331 (August 2012) that created a separate non-standard accession number for…

Ron Wyden
1 source on file
//1179 NOTABLE CORROBORATION undated

Founders Fund: Founders Fund's existing Anduril investment (predating the NSI Act) would be 'grandfathered' under transitional provisions unless the investment incre…

Founders Fund
2 sources on file
//1170 NOTABLE CONTRADICTION undated

Microsoft: Microsoft's LDA filings for fiscal years 2019-2023 show continuous quarterly registration on 'Defense' and 'Appropriations' issue codes, including qua…

Microsoft
2 sources on file
//1168 NOTABLE CONTRADICTION undated

Microsoft: Microsoft's Q1 2025 LDA filings, as publicly available through the Senate Office of Public Records, do not contain a custom issue code 'AI-INTEL-SEC-0…

Microsoft
2 sources on file
//1167 NOTABLE CORROBORATION undated

Microsoft: The $2.4 billion JWCC ceiling for Microsoft is publicly disclosed but does not include the value of the classified annex; total contract value includi…

Microsoft
2 sources on file
//1163 NOTABLE CORROBORATION undated

Reid Hoffman: As of 2025, no SEC Form 13F quarterly holdings report exists for Reid Hoffman as an individual filer listing any In-Q-Tel portfolio company securities…

Reid Hoffman
2 sources on file
//1161 NOTABLE CONTRADICTION undated

Reid Hoffman: Reid Hoffman's resignation from Microsoft's board occurred in 2023, and his resignation from OpenAI's board also occurred in 2023, but the specific se…

Reid Hoffman
2 sources on file
//1156 NOTABLE CORROBORATION undated

Kara Frederick: The White House's January 2026 response to The Hill—which stated Miller 'fully divested' but offered no comment on Frederick's holdings—is consistent …

Kara Frederick
1 source on file
//1155 NOTABLE CORROBORATION undated

Kara Frederick: The USASpending.gov record for the $30M ImmigrationOS sole-source award to Palantir (April 2025) is expected under FAR 6.305(b) to contain a 'Justific…

Kara Frederick
1 source on file
//1154 NOTABLE CORROBORATION undated

Kara Frederick: Frederick's career trajectory—DoD analyst to Facebook surveillance lead to Heritage to White House—constitutes an unbroken pipeline from surveillance …

Kara Frederick
1 source on file
//1153 NOTABLE CORROBORATION undated

Kara Frederick: The absence of a publicly searchable OGE ethics filing for Frederick regarding Palantir is consistent with either: (1) no recusal letter exists (direc…

Kara Frederick
1 source on file
//1151 NOTABLE CONTRADICTION undated

Brian Schimpf: The UAE's Edge Group operates subsidiaries that have been linked to lethal drone strikes in Libya and Yemen based on independent investigations by the…

Brian Schimpf
1 source on file
//1149 NOTABLE CONTRADICTION undated

xAI: The 18-day procedural window between Grok's November 4, 2023 public launch and the AI Act's December 8 political agreement created a regulatory pathwa…

xAI
1 source on file
//1148 NOTABLE CORROBORATION undated

Curtis Yarvin: No federal grant or contract has been publicly documented for Tlon Corporation under its exact legal name in the USASpending database for the period 2…

Curtis Yarvin
2 sources on file
//1146 NOTABLE CORROBORATION undated

Chase Herro: WC Digital Fi LLC, if confirmed as a Witkoff-controlled entity, creates a revenue-sharing structure under which Steve Witkoff personally benefits from…

Chase Herro
1 source on file
//1145 NOTABLE CORROBORATION undated

Chase Herro: World Liberty Financial's 'Gold Paper' (October 2024) defined Axiom Management Group's 25% revenue share without specifying whether the percentage com…

Chase Herro
1 source on file
//1140 NOTABLE CONTRADICTION undated

Yvette D. Clarke: No independent expenditure reports from crypto super PAC 'Fairshake' were filed for or against Yvette Clarke in the 2023-2024 cycle, consistent with t…

Yvette D. Clarke
2 sources on file
//1139 NOTABLE CONTRADICTION undated

Yvette D. Clarke: Clarke is a member of the Congressional Black Caucus (CBC), which had at least 55 members voting in the 118th Congress. The CBC’s official position on…

Yvette D. Clarke
2 sources on file
//1136 NOTABLE CORROBORATION undated

Gregory Barbaccia: At least 12 Trump White House staffers with Palantir stock holdings, including Barbaccia, Stephen Miller, and Kara Frederick, represent a concentrated…

Gregory Barbaccia
1 source on file
//1135 NOTABLE CORROBORATION undated

Gregory Barbaccia: Barbaccia's role as Federal CIO overseeing federal technology procurement directly intersects with his former employer Palantir's $2.5 billion in fede…

Gregory Barbaccia
1 source on file
//1134 NOTABLE CONTRADICTION undated

Gregory Barbaccia: At least two companies connected to Barbaccia's past employment — Theorem and Elementus — plausibly qualify as Tech Force participant companies given …

Gregory Barbaccia
1 source on file
//1133 NOTABLE CORROBORATION undated

Gregory Barbaccia: Kara Frederick, Stephen Miller's senior policy advisor on border security, is a Palantir shareholder. Her role includes advising on immigration enforc…

Gregory Barbaccia
1 source on file
//1132 NOTABLE CORROBORATION undated

Gregory Barbaccia: At least 12 Trump White House staffers reported Palantir stock holdings in OGE financial disclosures, with Stephen Miller ($100k-$250k), Thomas Willia…

Gregory Barbaccia
1 source on file
//1131 NOTABLE CORROBORATION undated

Gregory Barbaccia: At least three Trump White House staffers with Palantir holdings (Barbaccia, Miller, Frederick) served simultaneously in roles influencing AI policy, …

Gregory Barbaccia
1 source on file
//1128 NOTABLE CORROBORATION undated

Eric Schmidt: Between 2020 and 2024, no Schedule 13D or 13G was filed by Eric Schmidt or Hillspire LLC disclosing beneficial ownership of over 5% of a public defens…

Eric Schmidt
2 sources on file
//1125 NOTABLE CORROBORATION undated

Chase Herro: The UAE sovereign wealth investment in WLF ($500M for 49% stake) and USD1 stablecoin purchase ($2B) were completed prior to Donald Trump's second inau…

Chase Herro
1 source on file
//1124 NOTABLE CORROBORATION undated

Chase Herro: The UAE's $500M stake in WLF creates a bilateral incentive: Herro benefits financially from the UAE's continued patronage (which boosts WLF revenue), …

Chase Herro
1 source on file
//1123 NOTABLE CONTRADICTION undated

Mark Zuckerberg: The security staffing requirements for Zuckerberg’s Hawaii compound alone—given its 2,300‑acre scale, NDA‑bound workforce, and self‑sufficient shelter…

Mark Zuckerberg
2 sources on file
//1119 NOTABLE CORROBORATION undated

Peter Thiel: Palantir USG Inc. maintains a separate CAGE code (specific code needed from SAM.gov), UEI, and DUNS number from its parent Palantir Technologies Inc.,…

Peter Thiel
2 sources on file