行业观察

I really wish I could have attended this year’s Chiplet Summit, which took place from February 17 to February 19, 2026. This auspicious event was held at the Santa Clara Convention Center in Californi

I don’t like change. I know I’m starting to sound like an old codger, but that’s OK because I am an old codger (I know the secret handshake and I have the ceremonial undergarments T-Shirt to prove it)

I think most of us have come to appreciate how incredibly useful AI can be, and it’s getting more efficacious every day. The funny thing is that it’s becoming harder to remember a time before AI (much

There are many ways to categorize engineers—to “slice and dice” them, if you will. I’m speaking figuratively, of course (we don’t want anyone to get any unfortunate ideas…especially since… the inciden

When I was 10 years old, my parents decided I was old enough and responsible enough to catch the bus to school (silly parents). This was in England in the 1960s. We didn’t have dedicated school buses

Once again, my world has been turned upside down. Until recently, I’ve been gasping in awe at the myriad “you won’t believe your eyes” numbers flaunted by proponents of the latest and greatest GPUs, l

At first glance, adding more features to a model seems like an obvious way to improve performance. If a model can learn from more information, it should be able to make better predictions. In practice

In this tutorial, we explore tqdm in depth and demonstrate how we build powerful, real-time progress tracking into modern Python workflows. We begin with nested progress bars and manual progress contr

In this tutorial, we build a complete pipeline for single-cell RNA sequencing analysis using Scanpy. We start by installing the required libraries and loading the PBMC 3k dataset, then perform quality

Google DeepMind team has introduced Aletheia, a specialized AI agent designed to bridge the gap between competition-level math and professional research. While models achieved gold-medal standards at

What if the AI industry is optimizing for a goal that cannot be clearly defined or reliably measured? That is the central argument of a new paper by Yann LeCun, and his team, which claims that Artific

The race to build autonomous AI agents has hit a massive bottleneck: data. While frontier models like Claude Code and Codex CLI have demonstrated impressive proficiency in terminal environments, the t

Andrej Karpathy released autoresearch, a minimalist Python tool designed to enable AI agents to autonomously conduct machine learning experiments. The project is a stripped-down version of the nanocha

Google expanded its Gemini model family with the release of Gemini Embedding 2. This second-generation model succeeds the text-only gemini-embedding-001 and is designed specifically to address the hig

Large Language Models (LLMs) are the world’s best mimics, but when it comes to the cold, hard logic of updating beliefs based on new evidence, they are surprisingly stubborn. A team of researchers fro