Phi-4-mini vs Gemma 3 vs Qwen3 vs SmolLM3: On-Device SLMs in 2026
A hands-on comparison of the four small language models I tested in production builds during 2026 — benchmarks, memory footprints, licensing traps, and what broke on real phones.
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A hands-on comparison of the four small language models I tested in production builds during 2026 — benchmarks, memory footprints, licensing traps, and what broke on real phones.
An honest, hands-on 2026 comparison of the four web-data tools every RAG team weighs: Firecrawl, Jina Reader, Crawl4AI, and ScrapingBee. Pricing traps, anti-bot strength, and when each one actually wins.
Choosing between n8n, Zapier, and Make for AI automation in 2026? This in-depth comparison covers pricing, AI capabilities, and which platform wins for your specific team and workflow needs.
Small businesses have heard the pitch for years: AI will save time, reduce manual work, and help lean teams operate like much larger companies. In 2026, that promise is finally becoming real, but only when businesses move beyond one-off prompting and start building repeatable AI agent workflows.
Gemma 4 review with real benchmarks. Apache 2.0 license, 89.2% AIME math, 34 tokens/sec on M2 MacBook. How it compares to Llama and what you can build with it.
The Linux Foundation AI Code Tracker shows 14.3% of Kubernetes commits are AI-assisted. Breakdown of tools, projects, and what it means for your team.
A developer ran a 400 billion parameter AI model on an iPhone 17 Pro at 0.6 tokens per second. The headline is impressive but the real story is more nuanced.
Flash-Moe is a pure C/Metal inference engine that runs Qwen3.5-397B on a MacBook Pro with 48GB RAM at 4.4 tokens per second by streaming expert weights from SSD. No Python, no frameworks — just raw performance.
Palo Alto Unit 42 uncovered a six-year Chinese state-backed espionage campaign (CL-STA-1087) targeting Southeast Asian militaries using custom malware AppleChris and MemFun with Pastebin dead drops and in-memory execution.
Digg relaunched its beta and AI bots destroyed it within hours. The team banned tens of thousands of accounts, deployed industry-standard bot detection, and it was not enough.
CanIRun.ai is a free web tool that maps AI model hardware requirements against your machine specs. With 762 upvotes on Hacker News, it covers everything from 0.5 GB edge models to 512 GB monsters.
Angela Lipps spent six months in jail after AI facial recognition incorrectly identified her as a bank fraud suspect. She had never been to North Dakota. Nobody called her first.