The 2045 Superintelligence Timeline: Epoch AI’s Data-Driven Forecast

Epoch's evidence-based view on spending, revenue payback and capability trends gives engineers a grounded basis for judging how fast model capability and investment may move.

• grounding — Tying a model's answers to checkable sources — retrieved documents, live data, tool results — instead of letting it answer from memory alone.

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