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From Megawatts to Tokens: How NVIDIA Maximizes AI Factory Production NVIDIA Blog · 17 hours ago · 17

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2026

NVIDIA highlighted AI infrastructure and platform updates at its AI Infra Summit focused on improving AI factory energy efficiency by increasing tokens per watt Conference announcement

15 Sep From Megawatts to Tokens: How NVIDIA Maximizes AI Factory Production

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TLDRocket 16 September 2026

The biggest thread today is AI leaving the lab and moving into finance—alongside a very grown-up question: who’s accountable when an agent gets something wrong. Workiva is pushing governance for AI agents used in financial reporting, audit, compliance, and sustainability disclosures, rolling out “Amplify” controls and an “Agent Studio” so agents operate only within defined capabilities, with guardrails and human sign-off tied to traceable, defensible outputs. It’s the kind of infrastructure move that doesn’t look dramatic on a demo day, but it matters once AI starts writing numbers that auditors have to stand behind.

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