According to Tom's Hardware, Amazon published updated engineering guidelines on October 27 discouraging employees from inflating AI token usage to appear more productive. The company warned that high token consumption does not correlate with better work quality and can drive up compute costs and software complexity. Amazon emphasized that "AI will be at the center of software engineering practice," but stressed measuring success through long-term outcomes rather than input metrics like token counts or code changes. The guidelines discourage 'tokenmaxxing'—a practice where workers deliberately boost AI usage on internal dashboards—and suggest managers examine both low and high AI-usage teams to gauge actual impact.

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