About This Site
Audit stacks maintain standardized, tamper-proof records of all agent activities — capturing not just outputs but also prompts, tool calls, and environmental states. They give human overseers the tooling to efficiently zoom in on suspicious activity and generate actionable post-mortems after incidents.
Research Foundation
The concept behind this site is grounded in peer-reviewed academic research on the emerging infrastructure requirements for autonomous agent economies.
Distributional AGI Safety
Nenad Tomašev, Matija Franklin, Julian Jacobs, Sébastien Krier, Simon Osindero
“For human overseers to identify root causes of individual failures or systemic cascades, there is a need to develop reliable tooling... Standardised logs, capturing not just outputs but also prompts, tool calls, and environmental states... would ensure such tooling is broadly applicable across the entire network, enabling analysts to efficiently zoom in on suspicious activity and generate actionable post mortems.”Read the full paper →
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The content on this site was produced with the assistance of AI language models and curated from the academic research cited above. It is maintained as part of a domain portfolio exploring infrastructure primitives for autonomous agent economies.
While the research references are real and the cited excerpts are verbatim quotes from published papers, the editorial framing and explanatory text were generated with AI assistance. We believe in transparency about how content is produced.