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Sherafgan Khan
Sherafgan Khan

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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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Books and documents about AI governance policy and oversight arranged on a conference table.

AI Governance Disputes: Oversight, Accountability, and Risk Management Failures

May 30, 2026

A practical guide to AI governance disputes, including oversight failures, unclear ownership, risk assessments, escalation gaps, board management tension, and evidence preservation. Many serious AI

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Three business professionals in a conference room reviewing a presentation about personnel decision pathways and AI oversight metrics.

AI Employment Disputes: Hiring, Monitoring, Bias, and Workplace Risk

May 30, 2026

A practical guide to AI employment disputes, including hiring tools, workplace surveillance, disability accommodation, adverse impact, recordkeeping, and arbitration risk. AI employment disputes are not

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A glass tabletop display labeled AI Dispute Risk Matrix with technical evidence markers, strategic risk framework, and decision axes on a desk beside a notebook and pen.

AI Dispute Risk Matrix: A Practical Framework for AI Legal and Business Risk

May 30, 2026

A practical AI dispute risk matrix for assessing confidentiality, evidence, bias, vendor, governance, consumer, employment, and urgency risks before conflict escalates. Many AI disputes look

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