This site is no longer simply an extension of my CV. It’s an evolving body of work. A place where tools are built, ideas are stress-tested, and curiosity is treated as a serious discipline. If you’re here to learn, question, calculate, or sanity-check something important (or something oddly specific), you’re probably in the right place. If you have any questions, or would like to discuss further, please contact me here.
Latest Posts
June 1, 2026
How to Choose an Arbitrator for an AI Dispute
Sherafgan Khan
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…
June 1, 2026
When an AI Dispute Clause Should Use Expert Determination
Sherafgan Khan
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,…
June 1, 2026
AI-Led Arbitration Explained: What It Is and What It Is Not
Sherafgan Khan
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…
June 1, 2026
Mediation vs Arbitration for AI Disputes: Which Process Fits the Problem?
Sherafgan Khan
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…
May 30, 2026
AI Hallucination and Reliance Disputes: When Wrong Outputs Create Real Liability
Sherafgan Khan
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…
May 30, 2026
AI Dispute Resolution Resources: Official Rules, Guidance, and Sources
Sherafgan Khan
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…
May 30, 2026
AI Neutral Disclosure Checklist for AI-Related Arbitrations
Sherafgan Khan
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…
May 30, 2026
AI Governance Disputes: Oversight, Accountability, and Risk Management Failures
Sherafgan Khan
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…
May 30, 2026
AI Employment Disputes: Hiring, Monitoring, Bias, and Workplace Risk
Sherafgan Khan
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…
May 30, 2026
AI Dispute Risk Matrix: A Practical Framework for AI Legal and Business Risk
Sherafgan Khan
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…
May 30, 2026
AI Consumer Disputes: When Chatbots, Automated Decisions, and AI Claims Go Wrong
Sherafgan Khan
A practical guide to AI consumer disputes, including deceptive AI claims, chatbot failures, privacy issues, automated decisions, refunds, evidence, and arbitration risk. AI consumer disputes…
May 30, 2026
Training Data Disputes: Ownership, Permission, and Proof
Sherafgan Khan
A practical guide to training data disputes, including ownership claims, permission, provenance, licensing, privacy, contractual restrictions, and proof problems. Training data disputes often sound like…