Incumbents Adapt

Large incumbents absorb the numerical techniques quickly through compiler, kernel, and model-architecture updates. Rather than destroying accelerator demand, the breakthrough increases the number of economically viable AI workloads and shifts value toward integrated hardware-software platforms.

Each figure is the modeled move of the S&P 500 if the outcome occurs. For information only. Not investment advice.