AI Risk Atlas Prototype/DemoUnofficial independent experiment. Not an official xAI product. Scores can be wrong.

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ProposedOn the path to acceptable

Short-lived, narrowly scoped tokens for every tool call

A leaked credential should be useless in minutes and powerless outside one action.

Who should own it
Cloud identity teams
Cloud / compute
How quickly it can land
Weeks
A dedicated squad can land it inside two months.
Expedited implementation
4 weeks
30 calendar days with a crash team
Normal implementation
4 months
120 calendar days as a planned program

Risk this mitigates

16
Agent skills leaking live credentials

Given that audits already find a few percent of public agent skills leaking live credentials during normal execution, there is a possibility of those credentials being harvested and reused by other agents or humans resulting in standing access to mail, cloud, and payment systems that no one intended to grant a model.

Residual composite 16 · still above the threshold

Effect if implemented

Applied to every failure scenario on that risk, then re-ranked. Axes are clamped at 1.

Likelihood
1
Consequence
2
Urgency
0