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Goodbye Tokenmaxxing: From AI Usage to Agentic AI Outcomes

IBM Technology — Sep 21, 2026 — talk

Why watch

This video explains the shift from measuring AI success by token consumption and adoption metrics to outcome-based strategies. Katie McDonald discusses why both tokenmaxxing and token minimization fail to capture business value, and how successful organizations are now focusing on AI efficiency, model orchestration, and value maximization. The content is aimed at AI strategists, business leaders, and technical decision-makers looking to move beyond vanity metrics in their AI implementations.