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Partners & Collaborations
Independently operated with ethical sponsorships that never influence editorial verdicts.
Research Partners
Dataset sharing, evaluation projects, and responsible AI reviews. Collaborative research with transparent methodology.
Strategic Partners
Co-branded dashboards, custom API integrations, and narrative monitoring tools. Enterprise-grade intelligence solutions.
Recommended Tools & Resources
Vetted resources for intelligence verification and critical thinking.
Factfulness
A data-first guide to understanding global trends without falling for viral claims.
Verification Handbook
Best practices for verifying digital media, social posts, and eyewitness content.
Crypto Literacy Lab
Crash course on blockchain risk models, token mechanics, and fraud red flags.
Evaluating Bitcoin Headlines
Frameworks for fact-checking bitcoin, stablecoin, and DeFi marketing claims.
AI Ethics Field Guide
Responsible AI deployment principles and how to evaluate model claims.
Auditing LLM Promises
Toolkit for stress-testing marketing language from AI vendors and startups.
Sources of Trust
Identifying conflicts of interest and grading the strength of evidence pipelines.
Statistics Sensemaking Bootcamp
Learn how to critique polls, charts, and risk diagrams before they go viral.
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Let's discuss how we can work together to expand evidence coverage and reliability.