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Employees Are Using Their Jobs’ Super-Expensive AI Tokens for the Most Hilariously Pointless Tasks Imaginable

TL;DR

Futurism reports that companies pushing staff to use AI tools heavily are seeing expensive token consumption on work that often looks barely productive. At fintech company Slash, one employee reportedly spent about $80,000 in AI credits vibe-coding a weak game called brainrot shooter. At Accenture, 404 Media reportedly found that non-engineers are driving major token usage, including simple tasks like converting PDFs into PowerPoint decks.

Nauti's Take

This is the downside of the management slogan: everyone should use more AI. If nobody defines what for, with what outcome, and at what cost, the organization optimizes for consumption instead of impact.

The sharpest point is that employees are not necessarily irrational. They are following the incentive system and exposing that AI strategy needs more than access, credits, and top-down pressure.

Briefingshow

The issue is not that every PDF conversion is embarrassing. The issue is that companies are learning how expensive unguided AI adoption becomes when every task is treated as an LLM task. Without cost discipline, quality benchmarks, and process design, tokenmaxxing turns into subsidized busywork.

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