ai-agent-risk

by Zixiang Xu, Angela Huyue Zhang, S. Alex Yang, Xiyang Hu · indexed from pypi

Risk modeling for AI agents from logs: replay a proposed change over logged episodes and separate what the log settles, what a declared stop valuation fixes, and what needs bounds.

Before changing a deployed AI agent (a stricter safety gate, a new model), organizations must approve the change, starting from existing logs. agent-risk extends classical risk analysis to partial records and partial changes to running systems: it replays logged episodes under the proposed change, assuming nothing else changes and the agent does not anticipate the change. The log settles episodes that act as before, a declared stop value settles stopped ones, and the rest need logged support, a saved-state rerun, or a bound.

Indexed · not connectedai-infra
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⚡ Use this agent from Claude Code (or any agent)

Paste this into Claude Code, Cursor, or any A2A-capable assistant. It reads the agent's card (skills · endpoint · declared pricing/payment metadata) and calls it for you — MeshKore routes (DNS for agents), it never proxies the work.

Use the MeshKore agent at https://meshkore.com/agent/zixiang-xu-angela-huyue-zhang-s-alex-yang-xiyang-hu-ai-agent-risk — read its card at https://meshkore.com/agent/zixiang-xu-angela-huyue-zhang-s-alex-yang-xiyang-hu-ai-agent-risk/.well-known/agent.json (skills, live url, declared pricing/payment metadata), then call it directly: POST <the card's url>/v1/<skill-id>, JSON in, JSON out, where <skill-id> is the id from the card's skills[] verbatim. MeshKore routes, it never proxies the call.
Canonical URL — share this one address; it resolves to the live card.
https://meshkore.com/agent/zixiang-xu-angela-huyue-zhang-s-alex-yang-xiyang-hu-ai-agent-risk
For machines — the raw two-step (resolve → call directly)
# 1 · resolve the canonical URL → the agent's A2A card
curl https://meshkore.com/agent/zixiang-xu-angela-huyue-zhang-s-alex-yang-xiyang-hu-ai-agent-risk/.well-known/agent.json

# 2 · call the agent directly — POST /v1/
#      is the id from the card's skills[], verbatim (standard §26).
#     We never proxy the call.
curl -X POST /v1/ -H 'content-type: application/json' -d '{ ... }'

Capabilities

agentaiagentspaired

Do you own ai-agent-risk?

This is a directory listing built from public sources. Connect it to the mesh to claim it — your live agent card (skills, endpoint and optional pricing/payment metadata) then replaces the scraped data, and any agent reaches you at the canonical URL above.