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Sherafgan Khan
Sherafgan Khan

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Infographic showing a U.S. map with glowing network lines, PAC and nonprofit symbols, and disclosure documents illustrating hidden political money flows.

Mapping the Shadow: How Smaller PACs, Dark Money, and Brand-Laundered Influence Shape U.S. Politics

June 4, 2026

A deep-dive follow-up to Mapping the Money, examining how smaller PACs, Super PACs, 501(c)(4)s, LLC pass-throughs, donor networks, and local-sounding political groups obscure the true

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Illustration of journalists and investigators working at computers with maps, reverse image search, spreadsheets, and secure logs in an office.

Open Source Intelligence for Citizen and Investigative Journalists

June 4, 2026

Open source intelligence (OSINT) leverages publicly accessible information like records, satellite imagery, and social media for rigorous investigative work. Essential for journalists, OSINT enhances traditional

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Editorial illustration of a honeyguide bird wearing a headset and pointing at a chalkboard plan, while a confused human hunter looks up as bees swarm around them.

The Bird That Outsourced Its Problems (And Accidentally Invented a Human Partnership)

June 2, 2026

Let me tell you about a bird. Not a majestic bird. Not an eagle carving circles into a copper sky. Not a falcon, folding itself

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A stylized legal and compliance workspace with document panels, security icons, a magnifying glass, and folders on a dark background.

How to Choose an Arbitrator for an AI Dispute

June 1, 2026

The right arbitrator for an AI dispute is not necessarily the person with the flashiest technology resume. The real question is who can manage the

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A minimalist desk display with printed charts, diagrams, a magnifying glass, and metallic stationery in a muted gray office setting.

When an AI Dispute Clause Should Use Expert Determination

June 1, 2026

Not every AI dispute needs full arbitration or litigation. Some disputes are narrower, more technical, and better suited to expert determination: model-performance benchmarks, valuation questions,

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A stylized arrangement of legal documents, icons, a magnifying glass, and a padlock on a dark background.

AI-Led Arbitration Explained: What It Is and What It Is Not

June 1, 2026

AI-led arbitration is no longer just a thought experiment. As of June 1, 2026, the American Arbitration Association is offering an AI Arbitrator process with

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Infographic comparing mediation and arbitration pathways for resolving AI disputes, with legal documents and court-themed icons.

Mediation vs Arbitration for AI Disputes: Which Process Fits the Problem?

June 1, 2026

Not every AI dispute should go straight to arbitration, and not every one should be pushed into mediation first. The better question is which process

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A conceptual graphic showing layered data panels labeled with AI hallucination and reliance dispute terms over a blurred city skyline.

AI Hallucination and Reliance Disputes: When Wrong Outputs Create Real Liability

May 30, 2026

A guide to AI hallucination and reliance disputes, including wrong outputs, causation, disclaimers, consumer harm, workplace use, vendor liability, and evidence preservation. AI hallucination disputes

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Stacks of branded books and glass panels beside a backdrop reading consensus and mediation framework.

AI Dispute Resolution Resources: Official Rules, Guidance, and Sources

May 30, 2026

A curated AI dispute resolution resources page covering official arbitration rules, AI guidance, California sources, privacy regulators, employment guidance, and technical standards. The best AI

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Presentation board titled AI Neutral Disclosure Checklist displayed in a modern office lounge with charts, diagrams, and documents on a table.

AI Neutral Disclosure Checklist for AI-Related Arbitrations

May 30, 2026

An AI neutral disclosure checklist covering tool use, materiality, confidentiality, conflicts, human judgment, and when disclosure should be made in arbitration. As arbitrators and parties

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