# Goodbye Tokenmaxxing: From AI Usage to Agentic AI Outcomes

> Толық мәтін ағылшын тілінде

**Published:** 2026 ж. 14 қазан
**Author:** IBM Technology
**Source:** YouTube — IBM Technology AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/kk/articles/goodbye-tokenmaxxing-from-ai-usage-to-agentic-ai-outcomes

Have you ever been told to use more AI at work as if pure usage is what's being rewarded? Teams often rely on activity metrics to measure how AI is being used. But the challenge comes when those metrics become proxies for success rather than simply indicators of activity. For…

> Материал бастапқы дереккөзден алынған: **YouTube — IBM Technology AI**
> [Толық мәтінді YouTube — IBM Technology AI сайтында оқу](https://www.youtube.com/watch?v=FheRqx7DjbU)

**Тегтер:** #YouTube

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