AirLLM: Run 70B Models on a 4GB GPU — Hype vs Reality
April 5, 2026
AirLLM runs 70B LLMs on a single 4GB GPU via layer-wise inference — no quantization needed. We test the claims, measure tradeoffs, and compare alternatives.
#open-source-ai
Google Gemma 4: Frontier Open AI You Can Run Locally (2026)
April 4, 2026
Google Gemma 4 delivers frontier-level open AI in four sizes under Apache 2.0. 31B scores 89.2% on AIME 2026, ranks #3 on Arena AI, and runs locally.
OpenCoder Review: The Free, Open-Source Code Model You Can Actually Deploy
March 6, 2026
A deep dive into OpenCoder — its architecture, benchmarks, real-world deployments, and how to run it securely in production.
LM Studio for Beginners: Run Local AI Models Like a Pro
March 2, 2026
Learn how to install, configure, and master LM Studio — the free desktop app that lets you run open-source large language models locally with full GPU acceleration and zero cloud dependency.
AI SOC: The New Era of Security Operations Powered by Intelligent Agents
October 1, 2025
AI-driven Security Operations Centers (AI SOCs) are transforming cybersecurity with autonomous agents, faster response times, and open-source innovation. Let’s explore the breakthroughs reshaping digital defense.