Hot Chips 2026: OpenAI's Jalapeño AI ASIC unpacked — accelerator developed using AI achieves efficiency and throughput gains against power-hungry Blackwell

OpenAI's first AI accelerator fails to beat Nvidia's Blackwell in terms of raw performance, but it can offer very good performance-per-watt and low latency, which is exactly what the doctor ordered for inference workloads.