Why Integrating AI in High-Frequency Trading Is Harder Than Everyone Thinks

The hardest part of AI in high-frequency trading is not the AI, it is the constraints. Large language models introduce inference latency measured in milliseconds. AI architectures that send this data to external model APIs are not viable in institutional settings.