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Jalapeño’s first results show industry-leading speed and efficiency in AI inference
OpenAI announced Jalapeño, a custom AI inference chip claiming industry-leading speed and efficiency, though no technical specifications, benchmarks, or third-party validation are provided.
Aug 25, 2026
Anthropic co-designing custom AI inference chips to bypass costly Nvidia GPUs — Samsung reported as manufacturing partner for Claude maker - Tom's Hardware
Anthropic is developing custom AI inference chips with Samsung as a reported manufacturing partner to reduce reliance on expensive Nvidia GPUs.
Published Aug 7, 2026 · Analyzed Aug 9, 2026
Sources: AI inference chip startup Etched is raising funds at a ~$20B valuation and is raising capital at a $10B valuation in a separate round led by Sequoia (Wall Street Journal)
Etched, an AI inference chip startup, is reportedly raising two separate funding rounds at valuations of approximately $20 billion and $10 billion, with Sequoia Capital leading the latter.
Jul 18, 2026
Why the first GPU financiers are turning to inference chips in a $400 million deal
A $400 million loan secured against AI inference chips signals a strategic pivot by early GPU investors toward next-generation AI hardware infrastructure.
Jul 17, 2026
OpenAI and Broadcom Unveil LLM-Optimized Inference Chip - StorageNewsletter
OpenAI and Broadcom jointly announced a new inference chip optimized for large language models, though no technical specifications, performance benchmarks, timeline, or deployment details were provided.
Jul 9, 2026
OpenAI and Broadcom unveil LLM-optimized inference chip
OpenAI and Broadcom jointly announced Jalapeño, a custom chip designed specifically for large language model inference, aiming to enhance speed, energy efficiency, and deployment scalability.
Published Jun 24, 2026 · Analyzed Jul 3, 2026