Insights in ADR

  Stepping into a high-stakes commercial construction arbitration hearing or a courtroom today, an astute observer is increasingly likely to witness the emergence of a bizarre, yet aggressively deployed, new legal strategy. Picture a multi-million dollar high-rise or commercial development facing crippling project delays, where, when pressed on why critical path sequencing logic was executed completely out of order—such as pouring concrete before structural steel inspections were finalized and signed off—the defense counsel points directly to a glowing monitor and boldly declares: “We cannot explain why the algorithm made this scheduling decision, and therefore, our client is not liable.” This ultimate modern attempt to pass the buck, shifting accountability from human project managers to autonomous AI scheduling tools, introduces what the legal community is now coining the “Black Box AI” defense; however, in the unforgiving arena of real-world dispute resolution, this defense is ...

  If you turn on the news or scroll through social media, the headlines about Artificial Intelligence sound like a sci-fi thriller. The media pushes "fear porn" that AI is an existential threat destined to take over mankind. Lately, that panic has shifted to a new target: Data Centers. The public narrative is drowning in confusion, painting these facilities as ominous, secret warehouses that are going to drain our rivers, bankrupt our electric grids, and leave citizens sitting in the dark. As a TechCred credentialed ADR professional and a 40+ year contractor, I say it’s time to filter out the BS. We need to take a deep breath and look at the actual facts on the ground. What the Public Fears vs. What Lawmakers Are Actually Doing Data centers are not an existential threat—they are simply the physical factories that power our entire digital economy. Every streaming video, cloud document, and AI prompt requires physical server space. The demand is massive and it is not going away...

How Dr. Barry Appleton’s Intuitu Personae Warning Defines the Future of AI in Arbitration Document-heavy, lower-margin construction disputes have long suffered from bloated administrative costs and document churn. The American Arbitration Association’s (AAA) new AI Arbitrator pilot directly targets this inefficiency. An Elite Sandbox: The AAA AI Program According to recent program frameworks published by AAA leadership, this innovation is a tightly managed, elite sandbox: The Scope: Restricted to voluntary, two-party, document-only construction disputes. The Target Metrics: Structured to slash arbitration costs by 30% to 50% and reduce total resolution time by up to 30%. The Closed Engine: Co-developed with McKinsey’s QuantumBlack, utilizing a closed database of 1,500+ historical AAA construction awards to eliminate open-internet "hallucinations." The Interactive Loop vs. The TechCred Warning Unlike automated algorithms that bypass human oversight, the AAA pipeline requir...