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.

//0199 NOTABLE CONTRADICTION undated

Curtis Yarvin: The SBIR/STTR programs' 'majority ownership' and 'control' rules are so loosely audited that many VC-funded startups self-certify eligibility without …

Curtis Yarvin
2 sources on file
//0198 NOTABLE CONTRADICTION undated

Curtis Yarvin: Andreessen Horowitz's portfolio companies typically require that the VC hold at least one board seat and have consent rights over major transactions —…

Curtis Yarvin
2 sources on file
//0197 NOTABLE CONTRADICTION undated

Steve Bannon: Government Accountability Institute's Form 990 filings for 2012-2015 show no contributions categorized as 'government grants,' indicating reliance on …

Steve Bannon
2 sources on file
//0195 NOTABLE CORROBORATION undated

World Liberty Financial: World Liberty Financial’s only known SEC filing as of February 2026 is a single Form D filed October 30, 2024, which is the standard one-time notice r…

World Liberty Financial
2 sources on file
//0194 NOTABLE CONTRADICTION undated

MOSAIC: The inferential claim linking congressional testimony about MOSAIC to 'no public procurement visibility' is based on misidentification of the vendor: …

MOSAIC
2 sources on file
//0191 NOTABLE CONTRADICTION undated

HPSP: The existence of BIS export licensing under ECCN 3B001.f.1.c for HPSP equipment provides a regulatory visibility mechanism that operates independently…

HPSP
2 sources on file
//0188 NOTABLE CONTRADICTION undated

Stephen Miller: If confirmed, the primary source for this claim would be in House disbursement records or FEC campaign filings, neither of which are included in the c…

Stephen Miller
2 sources on file
//0187 NOTABLE CONTRADICTION undated

Curtis Yarvin: The 18-month gap between Yarvin's last SEC filing (June 2018) and his publicly known departure from Tlon (January 2019) is more consistent with a grad…

Curtis Yarvin
1 source on file
//0186 NOTABLE CORROBORATION undated

Joe Lonsdale: At least three 8VC portfolio companies (Anduril, C3.ai, Verkada) have received government contracts exceeding $10 million each, in domains directly ov…

Joe Lonsdale
1 source on file
//0184 NOTABLE CORROBORATION undated

Shyam Sankar: Sankar's beneficial ownership of Palantir shares is reported annually in the company's proxy statement under 'Security Ownership of Certain Beneficial…

Shyam Sankar
1 source on file
//0182 NOTABLE CORROBORATION undated

Kara Frederick: The combination of Frederick's direct policy advisory role to Miller, her $50,000–$100,000 unrecused Palantir stake, and Miller's acknowledged role in…

Kara Frederick
1 source on file
//0181 NOTABLE CORROBORATION undated

Kara Frederick: Kara Frederick is one of only two White House staffers (alongside Stephen Miller) with Palantir stock valued at over $50,000, making her uniquely posi…

Kara Frederick
1 source on file
//0180 NOTABLE CONTRADICTION undated

Stephen Miller: The SEC EDGAR system's lack of standardized personal identifiers prevents reliable attribution of Palantir stock transactions to Stephen Miller (White…

Stephen Miller
1 source on file
//0179 NOTABLE CORROBORATION undated

Kara Frederick: Frederick's failure (if confirmed) to file a blind trust or recusal agreement specific to Palantir stock would be inconsistent with standard ethics pr…

Kara Frederick
1 source on file
//0177 NOTABLE CORROBORATION undated

Kara Frederick: Kara Frederick's transition from Heritage Foundation (where she directed tech policy) to White House senior policy advisor to Stephen Miller (who over…

Kara Frederick
1 source on file
//0176 NOTABLE CORROBORATION undated

Kara Frederick: Kara Frederick's career pipeline — DoD counterterrorism analyst (6 years, 3 Afghanistan deployments, NSA liaison) to Facebook Global Security Countert…

Kara Frederick
1 source on file
//0175 NOTABLE CORROBORATION undated

Kara Frederick: The $30 million Palantir ImmigrationOS contract awarded by ICE in April 2025 was executed under policy guidance developed by the office of Stephen Mil…

Kara Frederick
1 source on file
//0174 NOTABLE CORROBORATION undated

Kara Frederick: Frederick's testimony as the lone Republican witness alongside Frances Haugen at the December 2021 House Energy and Commerce hearing provides a docume…

Kara Frederick
1 source on file
//0173 NOTABLE CORROBORATION undated

Kara Frederick: Palantir was awarded a $30 million ImmigrationOS contract by ICE in April 2025 without public competitive bidding, concurrent with Frederick's tenure …

Kara Frederick
1 source on file
//0171 NOTABLE CORROBORATION undated

Kara Frederick: The $30 million no-bid ImmigrationOS contract awarded by ICE in April 2025 occurred while Frederick was serving as policy advisor to Stephen Miller, t…

Kara Frederick
1 source on file
//0170 NOTABLE CORROBORATION undated

Kara Frederick: Kara Frederick's Palantir stock holdings ($50,001-$100,000) were the second-largest among at least 12 Trump White House staffers with Palantir holding…

Kara Frederick
1 source on file
//0164 NOTABLE CONTRADICTION undated

Founders Fund: Founders Fund Management LLC's SEC Form ADV Part 1A is a public record that would list all directors and significant equity holders of the firm, enabl…

Founders Fund
2 sources on file
//0161 NOTABLE CONTRADICTION undated

Gregory Barbaccia: Barbaccia's federal procurement authority as Federal CIO extends to all IT contracts across civilian agencies, including the $10B Palantir Enterprise …

Gregory Barbaccia
1 source on file
//0159 NOTABLE CONTRADICTION undated

Ron Wyden: The STOCK Act's filing mechanism requires SEC's EDGAR system to accept electronic filings transmitted through congressional ethics offices via a procu…

Ron Wyden
1 source on file
//0158 NOTABLE CONTRADICTION undated

Ron Wyden: STOCK Act periodic transaction reports are filed by Members of Congress with their respective House or Senate ethics offices, not directly with SEC ED…

Ron Wyden
1 source on file
//0154 NOTABLE CORROBORATION undated

Eric Schmidt: Schmidt Futures' IRS Form 990-PF filings, which are publicly accessible via ProPublica and the IRS, list individual grants but cover fiscal years with…

Eric Schmidt
2 sources on file
//0153 NOTABLE CORROBORATION undated

Eric Schmidt: Schmidt Futures does not publish a searchable, real-time database of its grants on its public website, consistent with the practices of most private f…

Eric Schmidt
2 sources on file
//0152 NOTABLE CORROBORATION undated

Founders Fund: Trae Stephens, a Founders Fund partner, served on the DoD Defense Innovation Board from 2018-2021, a position requiring political appointment and secu…

Founders Fund
2 sources on file
//0151 NOTABLE CORROBORATION undated

Reid Hoffman: The total value of Microsoft federal contracts awarded between 2020 and 2024 exceeds $15 billion, yet no peer-reviewed or journalistic analysis has ex…

Reid Hoffman
2 sources on file
//0150 NOTABLE CONTRADICTION undated

Reid Hoffman: Hoffman's role as a Deferred Prosecution Agreement beneficiary (Microsoft-OAI relationship) involves government enforcement actions, yet no OGE disclo…

Reid Hoffman
2 sources on file