๐Ÿ”AI RiskAtlas
โ† Risk Taxonomy
#21

Unavailability of IP protection

Risk taxonomy

Definition

The outputs of Gen AI built on FMs are not afforded IP protection such as copyright or trademarks due to a lack of legal clarity over IP protection for AI-generated content.

Controls & guardrails that address this

3

Grouped by control function, with the AI lifecycle stage(s) to apply each and the other risks it addresses. Filter by control category below.

Control category
Preventive ยท 2
Assessment of claimable IP over AI outputs

Assess what IP protection the organisation can claim over AI-generated outputs at design stage. Document legal position.

Lifecycle stage1 โ€“ Use Case Context & Design
Documented output IP ownership in terms of service

Document the IP ownership position for AI-generated outputs and incorporate into terms of service before deployment.

Lifecycle stage3 โ€“ Onboarding, Build & Review
Detective ยท 1
Legal landscape monitoring for output IP changes

Monitor the legal landscape for changes affecting AI output IP protection. Update IP strategy when legislation changes.

Lifecycle stage5 โ€“ Usage, Monitoring & Change
Open these in the Control Library โ†’

Other risks in Legal & Regulatory

AI RiskAtlas is an educational model of how GenAI & agentic systems work and fail. Architectures and payloads are illustrative and simplified for learning โ€” not operational guidance. Real-world cases are summarised from public reporting.

Sources & further reading โ†’ยทBuilt by Shi Yuan โ†—