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EmergingAgents & InfrastructureNow
Agent benchmarks must match the use context
A general benchmark may measure capability without capturing the tools, permissions, latency, data quality or failure costs of a deployment.
NIST CAISI30 January 2026Reviewed 26 July 2026
FUURAA original conceptual visualWhat the evidence indicates
A concise reading of the source
A general benchmark may measure capability without capturing the tools, permissions, latency, data quality or failure costs of a deployment.
FUURAA interpretation
Why this could matter
Acceptance tests should be built from representative workflows and operating constraints.
How to read this signal
A direction still taking shape
Multiple developments point in this direction, but timing, adoption and outcomes remain open.
