Why it matters
The governance and observability controls Pete George outlines — hallucination mitigation, data privacy guardrails, architecture controls — are prerequisites before any organization can safely scale inference spend.
The tokenmaxxing angle
George's agenda includes observability and risk mitigation for LLMs in production. Observability is the instrumentation layer that makes AI FinOps possible: you can't optimize token spend you can't measure.
From the organizers
Speaker Pete George presents 'From Novelty to Asset: Steps to Enable AI Safely in Your Enterprise' at Code Talent, 3412 Blake Street, Denver, hosted by AMLC — a volunteer-led 501(c)(6) nonprofit.