AI Tools & Comparisons

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 the same workflow. One session. Multiple passes. Minimal edits. Does it improve on Claude 4, or does it break what worked? This post documents the live test.

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.

Local AI promises freedom from cloud lock-in, but most tools collapse under real use. I tested Ollama, GPT4All, and containerized LLMs to see what actually works offline—no hype, just results.

Tired of fake reviews and recycled lists? We ran real workflows through the best AI tools for writing, visuals, video, and automation. Here’s what actually delivers value — and what doesn’t.

Everyone’s talking about Claude replacing ChatGPT—but the real story is deeper. This post explores how Claude’s modular thinking tool compares to ChatGPT’s memory and web search, and why choosing the right tool for your workflow matters more than chasing hype.