f43ea4e491
- Source: inbox/archive/2026-01-20-polymarket-cftc-approval-qcx-acquisition.md - Domain: internet-finance - Extracted by: headless extraction cron (worker 3) Pentagon-Agent: Rio <HEADLESS>
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976 B
Markdown
22 lines
No EOL
976 B
Markdown
---
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type: entity
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entity_type: company
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name: TWG AI
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domain: internet-finance
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status: active
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tracked_by: rio
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created: 2026-03-11
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---
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# TWG AI
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TWG AI is an analytics company specializing in pattern detection and compliance systems. In January 2026, TWG AI partnered with Polymarket and Palantir to build surveillance infrastructure for sports prediction markets, providing AI-driven analytics to detect manipulation and screen participants.
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## Timeline
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- **2026-01-20** — Announced partnership with Polymarket and Palantir to build surveillance system for sports prediction markets, using TWG AI analytics to flag unusual trading patterns and generate regulatory reports
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## Relationship to KB
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- [[polymarket.md]] — surveillance infrastructure partner
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- [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for defenders]] — TWG AI partnership represents external monitoring layer supplementing market self-correction mechanisms |