How fast is AI Cost Explosion growing?

Concept that describes the rapidly increasing expenditures associated with developing, deploying, and scaling artificial intelligence technologies. This phenomenon is driven by factors such as higher inference costs, wasteful retrieval strategies, and the underutilization of caching and batching. AI Cost Explosion differentiates itself by highlighting how costs escalate significantly from prototyping to production due to magnified inefficiencies and the compounding nature of AI-specific cost drivers like probabilistic calls and retries. The concept primarily targets businesses and engineers involved in AI development and implementation, urging them to adopt smarter architectures and cost-reduction strategies.