AI inference costs have dropped by 97 times in approximately 18 months, bringing the price of a standard task down to about 15 cents. ARK Invest predicts that enterprises could collectively save hundreds of billions of dollars as costs continue to decline at over 90% annually. This cost compression is fundamentally reshaping the competitive landscape: major players like OpenAI, Anthropic, Meta, and xAI are no longer differentiated primarily by raw capability but by performance-per-dollar. ARK notes that the current bottleneck to agentic AI adoption lies in real-world execution rather than model performance.
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