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AI IntelligenceAug 19, 2026AI Intelligence

Article

KernelArc: A Multi-Agent Framework for GPU Kernel Optimization: We present KernelArc, a multi-agent framework for autonomous GPU...

Kernel optimization across heterogeneous workloads. Strategy-specialized agents run in parallel and coordinate through conclusions-only shared memory, a deterministic benchmark guard, and read-only cross-agent state with plateau-triggered drafting. We evaluate \kernelarc{} on NVIDIA H100 and...

Frontier EditorialAug 19, 2026Source: arXiv

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KernelArc: A Multi-Agent Framework for GPU Kernel Optimization: We present KernelArc, a multi-agent framework for autonomous GPU kernel optimization across heterogeneous workloads. Strategy-specialized agents run in parallel and coordinate through conclusions-only shared memory, a deterministic benchmark guard, and read-only cross-agent state with plateau-triggered drafting. We evaluate \kernelarc{} on NVIDIA H100 and...

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