Articles on agentic inference, AgentX results, chip performance, and ML infrastructure.
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How an agent benchmark replays long-context, multi-turn workloads to measure latency, throughput, cache behavior, and serving cost
Multi-turn sessions, long contexts, and near-total prefix reuse make agentic inference a systems problem, and change what a benchmark has to measure
Can TileRT software on NVIDIA GPUs compete with Cerebras, Groq LPU, and SambaNova? Batch size 1, disaggregated engine, high-throughput prefill engine, high-interactivity decode engine
