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AI efficiency
Stories from across the site that focus on AI efficiency.
How OpenAI’s Jalapeño Chip Challenges Nvidia’s AI Inference Dominance
OpenAI’s new Jalapeño AI chip promises greater power efficiency and lower latency than Nvidia’s GB300, reshaping AI inference hardware despite Nvidia’s lead in raw throughput.
Sep 1, 2026
How Nvidia’s NeMo Switchyard Aims to Cut AI Costs with Smart Model Routing
Nvidia’s NeMo Switchyard routes AI requests to the most cost-efficient model, claiming up to 74% savings with minor accuracy loss, but challenges remain in latency and cost predictability.
Aug 19, 2026