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New Zealand, International Cyber Agencies, AI Operations, Token Consumption, Agentic Systems, Critical Infrastructure, Cost Control and Operational Resilience
New Zealand made token use a resilience problem. Budget the whole AI loop
New Zealand and four partner cyber agencies say token consumption can threaten cost, capacity and service availability. Counting prompt length is not enough. Organisations need to measure the entire loop from retrieval and tool calls through retries, outcomes and recovery.