Just last night, while looking for clear technical information about MCP integration options for Gemini, I found this Google-written article[1], that -- with a positive, hype-compliant spin -- opens with:
> Have you ever had something on the tip of your tongue, but you weren’t exactly sure how to describe what’s in your mind?
> For developers, this is where "vibe coding " comes in. Vibe coding helps developers achieve their vision with models like Gemini 2.5 Pro to generate code from natural language prompts. Instead of writing every line of code, developers can now describe the desired functionality in plain language. AI translates these "vibes" into your vision.
That's not thinking.
We've even appropriated "vibe" terminology, which means something like emotional gut feel, without having to think about it. (Mostly associated with wake-and-bake stoners, who've self-imposed two-digit IQs and munchies, and who will sometimes speak in terms of "vibes", for lack of further analytic capacity.)
Recognizing that the top killer app for "AI" right now is cheating on homework, the collaborate-with-AI 'skill' is like the well-known collaborate-with-lab-partner. The lab partner who does all the work, while the slacking student learns nothing, and therefore the slacker fails the exam. (But, near-term, the slacker might scrape by with a C- for the class, due to copying the lab portion, and due to an instructor who now just wants to be rid of the hopeless student.)
[1] https://cloud.google.com/blog/products/ai-machine-learning/b...