The Token Triage Doctrine: How To Survive the AI Price War That Just Started

The Token Triage Doctrine: How To Survive the AI Price War That Just Started

The Token Triage Doctrine: How To Survive the AI Price War That Just StartedStephen Diaz
Published on: 12/06/2026

OpenAI is weighing drastic token price cuts to counter Anthropic, per WSJ June 10-11. Claude Fable 5 sits at $10/$50 per million tokens, more than 50x DeepSeek V4 Pro. Run The Token Triage Doctrine to sort every workload into 5 tiers and save tens of thousands a year on the same outputs.

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The Inverted Stack Doctrine: Why DeepSeek's 75% Permanent Price Cut And A Zero-Employee $30M Raise Just Rewrote Your Unit Economics

The Inverted Stack Doctrine: Why DeepSeek's 75% Permanent Price Cut And A Zero-Employee $30M Raise Just Rewrote Your Unit Economics

The Inverted Stack Doctrine: Why DeepSeek's 75% Permanent Price Cut And A Zero-Employee $30M Raise Just Rewrote Your Unit EconomicsStephen Diaz
Published on: 26/05/2026

DeepSeek made its V4-Pro 75% price cut permanent, Polsia raised $30M with zero employees, and Anthropic shipped 28 enterprise compliance integrations. Here is The Inverted Stack Doctrine and what to rebuild in your unit economics this week.

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