Generative AI
What is Generative AI?
Artificial intelligence systems capable of generating text, images, code, audio, and other content. Generative AI raises unique governance challenges around intellectual property, misinformation, bias, and data privacy.
Terms that appear alongside generative ai
Each of these is named in at least one of the same controls as generative ai. The number is how many controls name both.
- governance 16 shared controls
- transparency 15 shared controls
- cybersecurity 14 shared controls
- nist 13 shared controls
- ai governance 8 shared controls
- eu ai act 8 shared controls
- policy 7 shared controls
- ransomware 7 shared controls
Frameworks that govern generative ai
What the standards actually require on generative ai
Requirements naming generative ai across 6 standards, quoted from the control text.
HK PDPO operates under One Country Two Systems separation from mainland China data protection regime (PIPL + DSL + CSL each covered as its own framework).
HK-PDPO-Coord-China-PIPL-APEC-CBPR-2024-2025-Pipeline-AI-Breach · HK PDPO Coordination with China PIPL + APEC CBPR + Global CBPR Forum + 2024 Generative AI Model Framework + Pending 2025 Mandatory Breach + Administrative Fines →Comply with NIST AI 600-1 Artificial Intelligence Risk Management Framework Generative AI Profile published 26 July 2024 as a companion to NIST AI RMF 1.0 (NIST AI 100-1).
NISTAI600-1 · NIST AI 600-1 Scope and 12 Generative AI Risk Categories →GenAI framework, Security: separate traditional software security from novel threats to models; adapt security-by-design across development, evaluation, operations and maintenance for natural-language inputs and probabilistic behaviour;
singapore-ai-governance-framework::GEN-6 · Adapt security-by-design to generative AI threats with input filters and forensics →Where the service uses or provides generative AI capabilities, the provider will take reasonable steps to consider and address safety risks arising from those capabilities.
BOSE-S8A · Additional expectation - reasonable steps regarding generative AI capabilities →Take the steps needed so that the people within the actor who are involved with AI have AI literacy at a level sufficient for that involvement (the guidelines point to METI and IPA's Digital Skill Standards and their generative-AI additions).
japan-ai-guidelines::C8.1 · 8)(1) Ensuring AI literacy →Applies to the provision of generative AI services to the public within China to generate text, images, audio or video. Internal research and development not provided to the public is excluded.
CN-GAI-A2 · Scope of Application →Questions people ask about generative ai
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