The development
Research into Manus showed how malicious content could influence an agent operating with connected capabilities.
The authority gap
An email may provide information, but it does not inherit authority to invoke GitHub, cloud storage or other connected services.
The Authrizd approach
Authrizd treats retrieved content as non-authoritative context and adjudicates each consequential tool effect against mandate, delegation, target and constraints.
Enterprise implication
AI capability should not silently expand enterprise authority. Consequential effects should be independently adjudicated and evidenced before execution.
Sources
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