AI engineers need tools to maximize performance on specialized chips designed for recursive self-improvement.
You'd build a toolkit with profiling, debugging, and optimization features tailored for XPU Grasshopper and similar architectures.
AI startups and research labs would pay for premium features that boost model performance.
The MVP could be a basic performance profiler.
The biggest risk is limited adoption of niche hardware.