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Deep & Emerging Tech·August 25, 2026·1 min read

A detailed look at Jalapeño, OpenAI's ASIC developed with Broadcom in 16 months, which beat Nvidia, AMD, and Google chips on multiple top open-source models

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An in-house ASIC that beats leading GPUs on TCO and throughput for key open models shows hyperscalers are serious about verticalizing inference. If you’re building AI infra or large-scale apps, assume the economics will tilt toward custom silicon tied to specific clouds rather than general-purpose GPUs.

Deep & Emerging Tech

Meaco fans sold out completely during the last heatwave — but the company just launched two new tower models, and they're both in stock right now

Fans selling out during heatwaves then returning with new tower models is a small but clear sign that climate volatility is now a demand driver for home hardware. Retailers and OEMs should treat cooling and air-quality gear like seasonal infrastructure, not niche appliances—stock and supply need to match weather, not the calendar.