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Anthropic's $65B, Groq's Pivot, and Role Drift — August 18, 2026

Anthropic's annualized revenue hit sixty-five billion in July, up from nine billion a year ago. Groq licensed its chip technology to Nvidia and raised new capital at half its prior valuation. Different directions, same pressure. We go through what's driving Anthropic's growth and what it means for API pricing, why Groq's speed advantage may not survive the pivot, the eighty-six percent of compound pipeline accuracy gains that vanished under role constraints, and what test-time training actually costs.

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The skinny

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