Building a World Model for Production | Shreyas Iyer | SREday NYC 2026 Q2
SREday NYC Q2 - June 6 2026 Grab your ticket for the next SREday: https://www.sreday.com Upcoming SREday CFPs: https://cfp.ninja/?q=sreday&status=open Chapters 00:00 Welcome and Antimetal Intro 00:32 World Models for Production 01:01 Mission and Why Now 01:34 Ops Bottleneck and Representation Gap 03:54 Why LLMs Struggle in Ops 06:07 Trust and Missing Knowledge 07:12 World Model Principles 09:42 Four Layers Overview 10:46 Structural Layer Deep Dive 13:03 Temporal Layer Time Travel 14:49 Causal Layer Natural Experiments 17:26 Semantic Layer Human Labels 18:32 World Model as a Compass 19:41 Incident Response Example 21:37 Proactive PR Patrols 22:58 Open Questions and Challenges 24:21 Wrap Up
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