Reflections are deeper dives into how law, technology, and innovation intersect. These longer form pieces analyze research and emerging trends — offering perspectives that help teams navigate what's coming next.
NSW's December 2024 guidance maps AI governance responsibilities using RACI matrices across organizational levels, showing how AI compliance is shifting from principles to structured operational requirements
We consider AI agents as systems that have the ability to perform increasingly complex and impactful goal-directed actions across multiple domains, with limited external control. This paper develops a conceptual framework for mapping characteristics of AI agency along four dimensions.
Hugging Face's February 2025 research establishes a five-level AI agent autonomy taxonomy that directly maps to legal exposure gradients. Risk increases systematically with each autonomy level, reshaping how we should structure development roadmaps and product liability strategies.
