The Edition

Tuesday, August 11, 2026

The 3 stories two independent AI reviewers judged worth reading this day, ranked by editorial score.

Vercel Blog · Business · Engineering

DeepSeek overtakes Google on volume, cost per token falls 13.6%

Enterprise token routing is flipping to cheap open-weight models: DeepSeek now carries a quarter of this gateway's traffic, more than double Google, squeezing incumbents' pricing power.

The Decoder · Security · Engineering

"But marinade" and leaked passwords are what researchers found in ChatGPT's hidden reasoning

Credentials pasted into AI chat sessions may be sitting in extractable reasoning traces, and the summaries users see may not show what the model actually did.

The Decoder · Business

OpenAI introduces $125 Premium Seats for ChatGPT Business as agentic AI burns through more tokens

Teams running agentic workflows on ChatGPT Business now face a fivefold price increase to lift usage caps.

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