Local AI on four Macs: MLX capacity, speed and trust boundaries
Local AI gets a hardware question before it gets a leaderboard question: can the model and its working memory fit on the machine? Apple's distribute…
Architecture
⚑ Сообщить о проблемеПоследние новости Architecture от Tech News
Все темы
agents
ai
api
architecture
automation
aws
backend
beginners
career
database
devchallenge
devops
javascript
llm
machinelearning
mcp
news
opensource
performance
productivity
programming
python
react
security
showdev
softwareengineering
systemdesign
tutorial
typescript
webdev
How to Run Local LLMs on Apple Silicon
This is about the model, on its own — what tool to install, what format to pull, and how to actually talk to it. Not wrapped in a VM, not wired up t…
Apple M6: Why There Will Never Be an M6 Pro
Six months ago I wrote that the age of monolithic Apple Silicon was over. The M5 Pro and M5 Max had arrived as bonded dual-die parts, Fusion Archite…
App Store Submissions Now Open for iOS 27, macOS 27, and Other OS Releases
Apple has announced that developers can now submit their apps and games to the App Store, leveraging the new features and innovations in iOS 27, iPa…
Архитектурные войны: ARM против полувекового наследия Intel и AMD
Первая часть этой статьи рассказала о том, почему архитектура x86 на протяжении почти полувека оставалась безальтернативным стандартом для серверов,…
Benchmarking Apple's SpeechAnalyzer API vs. Whisper: Performance, Accuracy, and Use Cases
Originally published on tamiz.pro . Introduction With voice interfaces becoming ubiquitous in applications from virtual assistants to transcription…
Apple выпустила Mac с багом в ПЗУ. 35 лет его спасала некорректно закодированная инструкция 68030
Macintosh Classic II десятилетиями загружался благодаря случайному поведению процессора Motorola 68030. Ошибка в ПЗУ уводила выполнение за пределы т…
Building on-device Video Notes in a macOS app
Building on-device Video Notes: SpeechAnalyzer, Foundation Models, and libmpv in a shipping macOS app My macOS video player, Reel , has a feature ca…
NVIDIA and Apple Solved the Hardware. Here's What's Left to Build.
After GTC 2026, one thing is basically settled: the hardware layer for on-device AI is no longer the bottleneck. NVIDIA's RTX Spark packs Blackwell…
Apple Silicon's AI Ceiling Is Higher Than You Think
The consensus narrative around Apple Silicon and local AI inference goes something like this: impressive hardware, hobbyist-grade software, fundamen…
Running Qwen3.6-27B on a 16GB M1 MacBook Pro: A Practical Engineer’s Guide
Running Qwen3.6-27B on a 16GB M1 MacBook Pro: A Practical Engineer’s Guide Running a 27B model on a 16GB M1 MacBook Pro sounds a little unfair to th…
I Built a Personal Knowledge Graph. Apple Had Already Built One on My Laptop.
I've been building a system called Nexus for the past few months. It's a personal data platform: 54 data sources, 250+ tables, 358,000 knowledge gra…