If you’ve been an Xbox fan for a while, you’re probably sick to your stomach from all the ups and downs over the last 12ish years. Every time it seems that the cloudy days of Xbox are over, the weather forecast shows another 100 days of doom and gloom. Look, do I think the Xbox brand will die anytime soon? No, I think Xbox has so many popular properties like Call of Duty, Candy Crush, etc., that bring […]
Let’s learn about Project Management via these 372 free blog posts. They are ordered by HackerNoon reader engagement data. Visit the Learn Repo or LearnRepo.com to find the most read blog posts about any technology. ‘How many project managers does it take to change a light bulb? Trick question. They can’t actually do it. But they can record what percentage is complete.’ 1. Navigating Complexity: The Challenges of Managing Large-scale Projects Managing large-scale projects becomes challenging with the […]
Statement on the US government directive to suspend access to Fable 5 and Mythos 5 Well this is nuts: The US government, citing national security authorities, has issued an export control directive to suspend all access to Fable 5 and Mythos 5 by any foreign national, whether inside or outside the United States, including foreign national Anthropic employees. The net effect of this order is that we must abruptly disable Fable 5 and Mythos 5 for all our […]
My perfectly stable homelab server gradually descended into chaos — random crashes, segfaults, system hangs — and how months of troubleshooting, community support, and hardware swaps eventually led to one conclusion: the CPU itself was defective from the factory. If you’re experiencing unexplained instability on an Intel 13th or 14th Gen system, this story might save you months of frustration. Quick Symptom Checklist If you’re seeing multiple of these symptoms, you may be affected: Random segfaults in unrelated […]
AI power is shifting from model access to deployment control as cloud, chips, energy and governance become the real strategic battlegrounds.
OpenAI WebRTC Audio Session, now with document context I built the first version of this tool in December 2024 to try out the then-new OpenAI WebRTC API for interacting with their realtime audio models. Last month OpenAI introduced a brand new model to that API called GPT‑Realtime‑2, which they promoted as “our first voice model with GPT‑5‑class reasoning” – with a Sep 30, 2024 knowledge cut-off. I’ve been waiting for that model to show up in the ChatGPT […]
In this tutorial, we build an end-to-end 3D medical image segmentation pipeline using MONAI to segment the spleen on the Medical Segmentation Decathlon Task09 dataset. We work with volumetric CT scans, apply medical imaging transformations such as orientation alignment, voxel-spacing normalization, intensity windowing, foreground cropping, and patch-based sampling, and then train a 3D UNet model for binary organ segmentation. We also use mixed precision training, DiceCE loss, sliding-window inference, Dice-based validation, and qualitative visualization to understand how the […]
Zyphra has released Zamba2-VL, a family of open vision-language models. The release covers three sizes: 1.2B, 2.7B, and 7B parameters. Each model is built on the Zamba2 hybrid SSM–Transformer backbone. Vision-language models (VLMs) read images and text together. They answer questions about charts, documents, and photos. Most open VLMs use a dense Transformer as the language model. Zamba2-VL replaces that with a hybrid state-space design. The goal is competitive accuracy at lower latency. What is Zamba2-VL Zamba2-VL follows […]
Moonshot AI has introduced Kimi Work, an AI agent that runs on your own desktop. The Beijing-based AI entity announced it this week along with downloads for macOS and Windows. Kimi Work reads local files, drives your real browser, and runs scheduled tasks. It targets knowledge workers whose bottleneck is access to files and live sessions. Most agent tools of the past two years ran in the cloud. You type a goal, a remote server spins up a […]
In this article, we will cover three essential NumPy tricks to optimize your code: vectorization and broadcasting, in-place operations, and leveraging memory views instead of copies.
