Train The Bench is the central hub where the legal profession learns to use AI safely, ethically, and competently — from the technical layer up.
We train attorneys, judges, state legislators, IT professionals, and the public on how to run local AI models without compromising client confidentiality, without hallucinated citations, and without automation bias on the bench.
Every figure is sourced and dated. Every protocol is traced to the rule, opinion, or statute it comes from. We cover the full stack: technical hardening (network boundaries, supply chain security, egress controls), ethical obligations (ABA Formal Opinion 512, 50-state bar opinions), court standing orders (100+ federal district courts), and state & federal policy (45+ state AI laws, emerging federal frameworks).
AI hallucinates legal citations. Mata v. Avianca made that consequence real. Local AI deployments are misconfigured at a 68% rate. Consumer AI terms of service fail bar confidentiality requirements. Judges face automation bias. The regulatory landscape is a patchwork of 45+ state laws and counting.
We turn that chaos into training. Policy into practice. Risk into protocol. Fear into competence.
Launching soon. Be the first to know when Train The Bench goes live.