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Ciarb AI Guideline Explained

A practical explainer on Ciarb’s Guideline on the Use of AI in Arbitration, including party use, arbitrator use, disclosure, tribunal powers, and model language. Ciarb’s Guideline on the Use of AI in Arbitration is one of the most detailed institutional treatments of AI use in arbitral proceedings. This explainer shows…
Flowchart showing AI dispute timelines, logs and metadata, prompt records, structured folders, evidence pathways, and secure review controls connected by chain-of-custody and audit-trail lines.

AI Evidence Preservation Checklist for AI Disputes and Arbitration

A practical AI evidence preservation checklist covering prompts, outputs, logs, version history, incidents, internal records, and confidentiality controls. If an AI dispute looks likely, evidence can disappear or become ambiguous quickly. This checklist helps businesses and counsel preserve the records that usually matter most: prompts, outputs, logs, versions, evaluations, incident…
Illustration of an AI vendor dispute with error-filled documents, a broken analytics screen, and a stamp labeled dispute.

AI Vendor Disputes: When the Product Fails, Hallucinates, or Misleads

A practical guide to AI vendor disputes, including performance failures, hallucinations, misleading claims, confidentiality issues, product changes, and evidence problems. Many AI disputes will start as vendor disputes. A buyer expected one thing, the system did another, the records are messy, and the contract was written as if the product…
A desk scene with AI governance documents, a secure box, a padlock, and metallic block structures labeled with access and boundary terms.

AI Model Licensing Disputes: Where the Real Fights Begin

A practical guide to AI model licensing disputes, including access rights, scope limits, fine-tuning, sublicensing, output rights, termination, and evidence problems. AI model licensing disputes rarely begin as abstract technology debates. They usually begin when a contract leaves too much unsaid about access, scope, restrictions, outputs, updates, or responsibility after…
Graphic with the text California AI Arbitration: What Businesses Should Know, alongside legal documents, a scales of justice icon, and a California bear on a glass building.

California AI Arbitration: What Businesses Should Know

A practical guide to California AI arbitration, including neutral ethics, disclosure, confidentiality, privacy, consumer and employment sensitivity, and contract drafting issues. California matters in AI disputes because it combines technology concentration, active privacy enforcement, employment and consumer sensitivity, and a well-developed framework for neutral arbitrator ethics. This guide explains what…
A conceptual scene showing an AI dispute resolution pathway beside a traditional litigation courthouse door, with legal documents and stacked case files.

AI Dispute Resolution vs Litigation: Which Path Fits the Dispute?

A practical comparison of AI dispute resolution and litigation, including confidentiality, speed, cost, evidence, technical complexity, injunctive relief, and enforceability. Not every AI dispute belongs in arbitration, and not every court case should have been private. This guide compares AI dispute resolution and litigation across confidentiality, evidence, cost, speed, technical…
An isometric 3D diagram showing layered legal documents and decision nodes, including arbitration clause checklists and contract pages.

AI Arbitration Clause Checklist for AI Contracts and Disputes

An AI arbitration clause does not need to be flashy. It needs to fit the contract. If the relationship could produce disputes over model access, training data, output quality, confidentiality, audit rights, privacy-sensitive information, or technical evidence, the clause should be reviewed with those realities in mind. This checklist is…

A stylized document graphic labeled "AAA-ICDR AI Guidance" overlaid on papers titled "Fairness Protocols" and "Transparency Standards," with a hand tapping a gear icon.

AAA-ICDR AI Guidance Explained: What Arbitrators Should Do

A practical explainer on the AAA-ICDR Guidance on Arbitrators’ Use of AI Tools, including accuracy, due process, independent judgment, disclosure, and confidentiality. AAA-ICDR’s March 2025 Guidance on Arbitrators’ Use of AI Tools is short, but it carries real weight. This explainer shows what the guidance says, what principles matter most,…
Open book titled JAMS AI Rules Explained on a desk with a pen, tablet, and stacked books nearby

JAMS AI Rules Explained

A practical explainer on the JAMS Artificial Intelligence Disputes Clause and Rules, including scope, commencement, emergency relief, evidence handling, and why they matter. JAMS made AI arbitration more concrete when its Artificial Intelligence Disputes Clause and Rules became effective on June 14, 2024. This guide explains what those rules are,…
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