AI RESEARCH
KForge: LLM-Driven Cross-Platform Kernel Generation for AI Accelerators
arXiv CS.LG
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ArXi:2606.02963v1 Announce Type: new Production inference increasingly targets a heterogeneous mix of accelerators. Agentic pipelines interleave reasoning, tool calls, and multi-agent coordination, each with distinct compute and memory profiles. For optimal efficiency, each stage should run on the accelerator best suited to it. This creates a systems challenge: each pipeline now requires high-performance kernels across a growing set of hardware backends and programming models.