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Gopal Singh

2 papers indexed

arxivcs.LG2026-07-17

ContinuityBench: A Benchmark and Systems Study of Stateful Failover in Multi-Provider LLM Routing

Vishal Pandey, Gopal Singh

In production large language model (LLM) deployments, high API availability guarantees do not equate to conversational continuity. When a primary provider experiences an outage or strict rate-limiting, naive stateless failover mechanisms successfully maintain uptime but silently…

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