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Towards AI

June 21, 2026

Thinking Tokens Are Not Free. Most Pipelines Treat Them Like They Are.

"The hidden ops problem inside agentic pipelines using OpenAI GPT-5.x and o-series, Claude Opus/Sonnet 4.x, Gemini 3/2.5 reasoning models… Continue reading on Towards AI »"

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This report is based on coverage originally published by Towards AI.

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