Anti-Hype AI Content. Built by logic, not likes.
No buzzwords. No bait. Just blunt takes on how AI actually works (or doesn't).
AI in the Command Prompt (Windows)
January 28, 2026 — Jaren
A practical experiment installing AI directly into the Windows command prompt to see what actually happens at a basic system layer. No hype, no replacement narrative just documentation of what works, what doesn’t, and why it’s useful.
Read more →
Teaching LLMs the Right Way: Why Data Evaluation Isn’t Optional
Most teams skip data evaluation in LLM development. Here's why structured testing before SFT, RAG, and function calling is the actual foundation.
Read more →
Why AI Is Giving You More Work (And How to Fix It)
AI was supposed to make content creation easier, but instead, it’s making me work harder. From ChatGPT’s assumptions to Claude’s token limits, AI tools increase…
Read more →
GPT-5 vs GPT-4: A Bug Report Disguised as a Review
GPT-5 was supposed to outperform GPT-4. But in structured production workflows, it broke instructions, resisted corrections, and wasted time. Here's the failure log.
Read more →
The Brutal Truth Behind AI Image Compression Tools: What Actually Works for Real-World Blogging
Real-world test of Squoosh, ShortPixel, TinyPNG, and more. We benchmarked AI image compressors using a 6144×4096 Sora-generated image. Some tools delivered. Most failed. See which…
Read more →
Claude 4.5 vs Claude 4: The Content Creation Gauntlet
I tested Claude 4.5 through my content creation gauntlet. Claude 4 passed this test before—it wrote my Geographic LLM Targeting guide. Now Claude 4.5 gets…
Read more →
AI Broke Your Flow — Here’s How to Take It Back
You’re not working smarter. You’re just skipping thinking. Every week, someone posts “20 AI tools to make you rich,” or “Top 5 tools to work…
Read more →