Augusto Marietti and Sophia Dew examine the gateway layer connecting enterprise applications, APIs and AI models. Marietti describes routing, observability, semantic caching, compression and sanitization as ways to manage usage and govern agent access. These infrastructure functions do not by themselves guarantee that an agent's decisions are correct.
Augusto Marietti and Sophia Dew consider how lower inference costs can stimulate demand rather than simply reduce total spending. Marietti argues that businesses should connect token consumption with outcomes and that organizations will adopt agents gradually as workflows, responsibilities and controls change.
Augusto Marietti and Sophia Dew also debate enterprise adoption and future compute demand. Marietti's forecasts are commercial and technological judgments, not established outcomes. The practical theme is to build visibility and governance around agent traffic while evaluating whether the applications produce useful work.
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