GenAI Is Not Delivering
AI In-production Is Too Expensive
Frontier model LLMs are built on very large architectures - often trillions of parameters in size. Every inference requires a massive amount of super-compute, driving cost. Current strategies used to improve accuracy such as RAG or prompt engineering, makes the context even bigger, and hence even more expensive. Unfortunately from a cost perspective, frontier models are getting even bigger in order to improve model performance.
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