… But beginning June 1, those plans will replace a fixed allotment of “premium requests units," which are based on a user's AI request count and adjusted based on the strength of the model, with “AI Credits,” which are based on the actual tokens used during AI exchanges. …
… That's a 50-word response, which comes out to roughly 80 tokens. There are more tokens than words because an AI model must break down larger words, punctuation, and emojis into smaller units before processing them, and each of those units counts as a token. …
… Unlike a straightforward back-and-forth chat, the AI agents employed by Claude Cowork and particularly Claude Code often split up to perform multi-step tasks, and the more complex and magical those tasks are, the more tokens they’ll burn. …
… But with the rise of agentic AI functionality such as vibe-coding applications and “computer use” abilities, flat-rate AI subscribers are burning far more tokens than ever before, and the big AI providers are struggling to keep up with the demand. …
… AI agents are notorious usage hogs, spending AI tokens like no tomorrow as they perform multi-step tasks. And if one AI agent can spend a small fortune on AI tokens, imagine how much damage a team of agents could do. …
… I took the barebones approach, starting from zero and submitting a simple prompt: “Let’s create an interactive graphic that explains AI tokens to everyday users.” Claude chewed on that for a bit that then peppered me with a battery of multiple-choice questions: Who’s the target audience for this gr… …
… Even as a transformational workplace tool, AI’s related costs still need to be tracked and measured: Tokens need to lead to increased productivity and profitability. …
Remember when AI models could only tell you what to do? Now, the latest LLMs can actually do things with the help of agentic AI software, and OpenAI's new flagship model is the newest of the bunch. …
… All that thinking and the subsequent failed attempts cost tokens, and once I saw my five-hour usage allotment was almost gone, I halted the task. …