行业观察

I recently received an email that essentially said something like, “Interested in physical AI, agentic AI, robotic ships, autonomy, maritime, offshore, subsea, security, ocean science… [the list went

If you’re involved in developing embedded systems, YOU NEED TO READ THIS. I’m sure that, like me, you’ve been exposed to a lot of AI-powered design tools over the past couple of years. Suffice it to s

As is often the case these days, my poor old noggin is jam-packed with myriad meandering musings pertaining to AI. For example, I just started reading Road Kill by Dennis E. Taylor (you may remember D

I tell you, I’m starting to feel like I’m riding the crest of the wave when it comes to AI in all its multifaceted glory. Back in the 2010s, I thought it was astonishing that you could show an AI imag

I have some news that will make chip and chiplet designers (we’re talking ASIC, ASSP, SoC, and multi-die systems) squeal in delight. However, before we leap headfirst into the fray with gusto and aban

Tracy Kidder, the author of the 1981 best-selling book “The Soul of a New Machine,” has passed away. Kidder wrote many non-fiction books including his first book, “The Road to Yuba City,” and “House,”

How to make multiple agents work together like an elite team — autonomously dividing tasks, communicating efficiently, and collaborating seamlessly? The openJiuwen community released the latest versio

In this tutorial, we implement an advanced Bayesian hyperparameter optimization workflow using Hyperopt and the Tree-structured Parzen Estimator (TPE) algorithm. We construct a conditional search spac

In this tutorial, we explore Equinox, a lightweight and elegant neural network library built on JAX, and show how to use it. We begin by understanding how eqx.Module treats models as PyTrees, which ma

Most AI agents today have a fundamental amnesia problem. Deploy one to browse the web, resolve GitHub issues, or navigate a shopping platform, and it approaches every single task as if it has never se

Alibaba’s Qwen Team has released Qwen3.6-27B, the first dense open-weight model in the Qwen3.6 family — and arguably the most capable 27-billion-parameter model available today for coding agents. It b

Xiaomi MiMo team publicly released two new models: MiMo-V2.5-Pro and MiMo-V2.5. The benchmarks, combined with some genuinely striking real-world task demos, make a compelling case that open agentic AI

OpenAI has released GPT-5.5, its most capable model to date and the first fully retrained base model since GPT-4.5. GPT-5.5 is designed to complete complex, multi-step computer tasks with minimal huma

Debugging an AI agent that runs for dozens of steps: reading files, calling APIs, writing code, and revising its own output, is not like debugging a regular function. There is no single stack trace to

Training frontier AI models is, at its core, a coordination problem. Thousands of chips must communicate with each other continuously, synchronizing every gradient update across the network. When one