11 results for “agents” in keywordSearch & filters ↓
Sofia Lindqvist, Julia Fernandes
A monograph on the governance of software that acts on its own. The authors set out practical requirements for identity, bounded authority and reconstructable logs, compare them with existing liability and data-protection regimes, and offer implementation guidance for deployers.
Agent developers inspect failed runs by hand, which does not scale beyond a few dozen trajectories. We propose a clustering approach that groups failures by the step at which the trajectory diverges from a successful reference run, and label the clusters with short natural-language descriptions. On 18,000 trajectories from three agent frameworks, the method recovers 83% of failure categories identified by manual analysis and surfaces four categories that were previously unreported.
Sofia Lindqvist, Julia Fernandes
Auditing an agent requires knowing what it saw, decided and did. We propose a small, open logging schema with eleven required fields, and show that it is sufficient to reconstruct the action sequence for 96% of runs in a sample of public agent traces. The schema is published under CC0.
