Phase 3: Frontier Governance · ~45 minutes · Python (stdlib · four-risk inventory and mitigation matcher)

CAIS, CAISI, and Societal-Scale Risk

The Center for AI Safety (CAIS, San Francisco, founded 2022 by Hendrycks and Zhang) publishes the four-risk framework — malicious use, AI races, organizational risks, rogue AIs — and the May 2023 statement on extinction risk signed by hundreds of professors and company leaders.

Hiring signal: Can operate cais, caisi, and societal-scale risk in production

Introduction

2026 releases from CAIS: AI Dashboard for frontier-model evaluation, Remote Labor Index (with Scale AI), Superintelligence Strategy Paper, AI Frontiers newsletter. A distinct entity: NIST Center for AI Standards and Innovation (CAISI) — US-government-facing voluntary agreements and unclassified capability evaluations focused on cyber, bio, and chemical-weapons risks. CAIS flags organizational risk as one of four top-level risks: safety culture, rigorous audits, multi-layered defenses, and information security are foundational but routinely traded off against deployment speed. California SB-53, if signed, would be the first US state-level catastrophic-risk regulation.

Type: Learn Languages: Python (stdlib, four-risk inventory and mitigation matcher) Prerequisites: Phase 15 · 19 (RSP), Phase 15 · 20 (PF + FSF) Time: ~45 minutes

Objective

Learning objectives

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You've read the first 2 sections. The rest of this lesson covers The Problem, The Concept, Build, Check Yourself, Key Terms & Next — plus a hands-on lab, quiz, and project artifact.

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