IBM Research on September 15, 2026, published an account of work proving unconditional theoretical separations between ...

A few months back, I started exploring the world of self-hosted LLMs. I started using multiple self-hosted LLMs for different ...

DeepSeek V4.1 Flash proves that just because you build a bigger model doesn't mean you need more GPUs to serve it ...

X-AuT-14layer is a compressed variant of Qwen3-ASR-0.6B. It reduces the audio tower from 18 to 14 Transformer blocks and from 186.376M to 147.794M parameters (−20.70%). The pretrained language-model ...

NVIDIA has reportedly revived its "Rubin CPX" AI accelerator project, which had previously been put on hold. Today, well-known supply chain analyst Ming Chi Kuo reported that NVIDIA is reintroducing ...

While all eyes are on the upcoming iPhone event, Apple threw us a curveball Tuesday morning with a rare August launch of an updated Mac Studio with the all-new M5 Ultra processor. The new Mac Studio ...

In AI inference, you have two phases of the workload: prefill and decode. In most cases, decode is overwhelmingly the more time-consuming portion of the workload because it's strictly memory-bandwidth ...

[!abstract] 本节主问题 “Encoder-only、encoder–decoder、decoder-only”不是三个品牌标签，而是三组可检查的计算合同：哪些 token ...

Researchers have used AI to uncover the DNA signature of a key genetic “switch” involved in turning genes on. After analyzing about 500,000 DNA sequences, the model identified the initiator in roughly ...

Many Semiconductor Engineering readers know the basic story behind Expedera’s Origin NPU IP architecture: packets instead of layers, higher MAC utilization, and less gratuitous movement of activations ...

Inference has become the fastest-growing part of the artificial intelligence (AI) infrastructure market, and Bloomberg Intelligence projects it will double the size of the AI training market by 2032, ...

A practical 2026 AI roadmap covers programming, data, machine learning, deep learning, LLMs, RAG, agents, evaluation, deployment, and portfolio projects for real ...