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Last updated: March 26, 2026, 5:30 PM ET

AI Application Performance

To enhance user experience beyond basic latency reduction via prompt caching, developers are adopting response streaming techniques for building more interactive AI applications. This method of delivering output chunks incrementally allows users to begin processing results immediately, even before the full generation completes, offering a perceived speed boost over traditional monolithic responses improving interactivity.