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AI Systems Challenge · server-scored

Keep the voice agent snappy

You are serving a real-time voice agent: a caller speaks, the model answers, and anything over ~600 ms of model latency feels like a dropped beat. Peak load is 20 requests/second, and because calls arrive in bursts you need 30% throughput headroom. Quality must stay ≥ 80%. The board weights latency heaviest here — but a config that buys low latency with a rack of idle GPUs will lose to one that gets there leanly. Speculative decoding and batch size are your sharpest levers.

Offered load 20 req/sp95 ≤ 600 msquality ≥ 80%headroom ≥ 30%

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