A developer released AirLLM, an open-source tool that enables running 70-billion-parameter AI models on laptops with as little as 8GB RAM, without requiring a GPU. By using memory mapping and layer sw…
NVIDIA's new RTX Spark for Windows on Arm offers 273 GB/s memory bandwidth, but Apple's MacBook still outperforms it with 614 GB/s for local LLM inference, highlighting the continued advantage of unif…
Retired Americans are increasingly spending their retirement years immersed in AI tools, chatbots, and app development, replacing traditional hobbies like golf. Interviews with 15 retirees reveal a tr…
Apple's macOS automatically puts Macs to sleep when idle to save power and protect battery life, but users can override this behavior for tasks like downloads, backups, and remote sessions. The free u…
PC makers including HP and Lenovo, alongside Microsoft, are partnering with Nvidia to challenge Apple's dominance in the laptop market. The collaboration aims to close the gap with Apple's MacBook by …
Google Gemma launched Magenta RealTime 2, an open model for live music synthesis, on Thursday via a thread on X. The model runs natively on a MacBook with low latency and accepts MIDI, text, and audio…
A developer used Claude Code to create a solution for connecting a Windows laptop to a MacBook via a USB-C cable as a LAN link, enabling IP-based communication for tools like TeamViewer. The solution …
A developer explains that understanding seven core AI metrics—parameters, tokens, FLOPS, TOPS, and FLOPs—is essential for avoiding costly deployment mistakes, such as choosing a 70B-parameter model th…
The article describes how a developer reclaimed 47GB of storage on their 512GB MacBook by manually deleting accumulated project junk, including 18GB from `node_modules` folders, 14GB from Unity Librar…
Local video indexing system on a 2021 MacBook using Gemma 4 to solve the problem of searching through a year's worth of unlabeled wildlife and travel footage. The author realized that AI video editing…
The author, a photographer and software developer who splits time between the Maasai Mara and coding, built a local AI system on a five-year-old MacBook to solve the problem of indexing a year's worth…
Ollama, an AI model server, ran on a MacBook with no NVIDIA GPU by using GTAP software to intercept CUDA calls and forward them to a remote DGX Spark workstation with a 128 GB Blackwell GPU. The setup…