Executive Briefing: Which of the 5 Levels of AI Builder Are You, and What It Costs You

The rapid advancement of AI models from companies like OpenAI and Anthropic can make builders feel their work is becoming obsolete. This article introduces a five-level framework to help AI builders assess their current standing and identify opportunities that frontier labs cannot easily replicate. The levels are defined by evidence and operating maturity, distinguishing between having an idea, a business, or a lasting advantage.

• Rapid AI model advancements by labs like OpenAI and Anthropic can threaten individual builders’ work.
• A five-level framework is proposed to help builders understand their position and potential for survival.
• These levels are based on evidence and operating maturity, not intelligence or worth.
• Each level has specific evidence a builder can show, from prototypes to forecasts.
• The framework addresses what AI launches threaten at different levels and the specific moves needed to advance.
• Twenty years of domain expertise offers an advantage that frontier training runs do not.
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