Unverified50% confidenceTradeoffExact time
When an agent performs deep crawling or recursive sub-link exploration, the costs of managed APIs can balloon rapidly.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
9/13/2026
First Seen
Valid until: 12/12/2026
Sources
Related Claims
UnverifiedThe more complex the Agent task and the longer the reasoning chain, the more token consumption grows exponentially, making the balance between cost and capability the core challenge for Agent commercial deployment.74% similarUnverifiedThe cost of dual-Agent collaboration is double the API call expenses, and in large-scale usage scenarios it is necessary to control the frequency of reviews and the granularity of tasks.71% similarUnverifiedTool-calling capability greatly expands an Agent's action boundaries, as LLMs themselves cannot directly access external APIs, databases, or search engines without tool integration.68% similarUnverifiedManually defining roles and permission scopes for each new AI agent is becoming a continuously resource-consuming operational overhead.68% similarUnverifiedThe agent core functions as a Gateway, connecting upward to large model inference services for decisions and orchestrating memory retrieval, tool execution, and external API calls downstream.68% similar
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