The article “From Capabilities to Responsibilities” by Artur Huk argues that in high-stakes AI agent systems—those that can affect finance, healthcare, or critical infrastructure—designing agents around explicit responsibilities rather than just capabilities is essential for governance and safety. It proposes a Responsibility-Oriented Agent (ROA) architecture where strict, code-enforced contracts define what an AI agent is authorized to do, separating intent generation from execution and enabling scalable, deterministic validation that escalates only true exceptions to humans, thus avoiding operational bottlenecks inherent in human-in-the-loop models.
https://www.oreilly.com/radar/from-capabilities-to-responsibilities/