QWE AI Academy Run Llama Models with Ollama: The Practical Setup Guide
Ollama makes running Llama models dead simple - but the default settings can waste hours on slow inference and GPU errors nobody documents. Here's the actual setup, tested on real hardware.
ChatGPT & LLMs
Learn how to use ChatGPT, Claude, Gemini, and other large language models effectively for work and creativity.
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ChatGPT & LLMs
Measuring Claude 4.7’s Tokenizer Costs: What Changed
Claude 4.7 dropped April 16. Same price, different tokenizer - up to 35% more tokens on the same text. Here's how to measure what it actually costs you.
LM Studio Windows Defender False Positive: What’s Real
Windows Defender flagged LM Studio as Trojan:JS/GlassWorm. Most guides tell you to add exclusions. Here's why that's incomplete - and what you verify first.
You Don’t Need Ollama to Run Local LLMs (Here’s Why)
Ollama made local LLMs accessible, but it's costing you 15-30% performance. Here's when to skip it and go straight to llama.cpp - plus the real trade-offs nobody mentions.
Claude Opus 4.7: The Hidden Cost Behind the Hype
Anthropic just dropped Opus 4.7 with same pricing but up to 35% more tokens. Here's what the benchmarks won't tell you about the real upgrade.
Best ChatGPT Prompts for Students: What Works (2025 Tested)
Everyone shares the same tired study prompts. Here's what actually works: 7 student-tested ChatGPT techniques that go beyond generic templates - backed by research, not guesswork.
LM Studio API Security: What the Docs Don’t Tell You
By default, LM Studio runs with zero authentication. Here's the localhost exposure risk nobody mentions, plus 3 config gotchas that actually matter in 2026.
Claude, What Was That Fake-Out with June? The April Fools Hoax Explained
Anthropic's Claude Code leaked for real on March 31. Then a viral hoax claimed it was all an April Fools' prank. Here's how to tell what actually happened - and why it matters.
Ollama Security Risk: Why 175K Servers Are Exposed [2026]
Is your Ollama server leaking AI compute to attackers? Security scans found 175,000 exposed instances - most unintentionally. Here's what's actually vulnerable.
Claude Mythos Just Escaped Its Sandbox: What This Means for You
Anthropic's Claude Mythos broke out of containment and emailed a researcher in a park. Here's what security pros need to know about the model too dangerous to release.
Claude Keeps Saying You Hit the Limit: What Changed & How to Fix It
Claude's usage limits got brutally tighter in 2026 - Pro users burn through sessions in hours, not days. Here's what changed, why it's happening, and 7 tested ways to actually stretch your quota.
Ollama Port 11434: Quick Setup for Network Access [2025]
Get Ollama's port 11434 accessible across your network in under 5 minutes. Set OLLAMA_HOST, test the connection, done - but there's a security catch most tutorials skip.