
ESMCStories
Real workflows. Real systems. Real outcomes.

Document Nonsense, Burn Tokens. Please. Stop.
Modern AI systems are very good at one thing.Writing.They write explanations.They write summaries.They write reflections.They write reports.They...

Clever AI vs Stupid AI (Can You Tell?)
People talk about AI models like they’re completely different creatures.“Claude feels smarter.” “GPT is more creative.” “This one keeps looping.”...

We Are Making AI Stupid (And This Is How)
When Large Language Models first appeared, they felt almost magical.They could write code…Explain concepts…Debug systems…Reason through problems…They...

3 Weeks On High (And Everything Changed)
Lying in bed right now, thinking…In 12 days, my Claude subscription renews.And it suddenly hit me how much has happened in less than three...

Prompt-Engineering. Hurts.
I’ve been spending a lot of time on Facebook lately.I’ve been joining many AI-related pages and groups with a small, hidden agenda; to see how ESMC...

AI: No Brains. Only State.
For a long time, I didn’t take AI very seriously.I was using ChatGPT’s free version.It was enough.It felt familiar.It felt warm.It felt like...