AI hardware
3 articles tagged with AI hardware
OpenAI and Meta Race to Turn AI Agents Into Wearable Hardware
OpenAI debuted an AI agent platform called Dots at DevDay 2026, while Meta is preparing a pendant-like device called Muse Charm tied to its Muse agent. Both companies appear to be using cutesy software agents to prime consumers for dedicated AI hardware.
OpenAI's Jalapeño Inference Chip Beats Nvidia Blackwell on Throughput and Power Efficiency, Company Claims
OpenAI shared the first benchmark results for Jalapeño, its custom inference chip built with Broadcom, at the Hot Chips conference. The company claims the chip beats current Nvidia Blackwell systems on both speed and power efficiency, with limited deployment starting at the end of 2026.
Nvidia Claims Groq 3 LPX Hits 3,400 Tokens/Sec, 4x Cerebras — But Needs 64 Chips to Do It
Nvidia's new Groq 3 LPX inference accelerator hit 3,400 tokens per second on Gemma 4 31B, a figure the company says is four times faster than Cerebras. Experts note the benchmark uses at least 64 LPX chips versus Cerebras' one or two accelerators, making the comparison far less clean than it appears.