The thing about modern AI, it's that operations involved here (e.g. Dense matmuls) are lot simpler and GPU friendly than what you'd find in a typical HPC applications. This means you can get pretty close to peak hardware performance using high-level languages like Python or OpenAI's Triton. I think it's unlikely that the push to improve ROCm's standard libraries will come from an AI-focused startup