The current meta for AI tools is all about being a helpful, polite, frictionless "assistant."

But when it comes to education and studying, I think this is actually a massive step backward. When you are cramming for a high-stakes exam, an AI that politely hands you the correct answer gives you a false sense of security. It makes you feel like you know the material when you really just know how to read.

Memorizing isn't learning.

I got so frustrated with this that I decided to build the exact opposite: an "anti-polite" AI. Today I launched Vokos on PH. It s a ruthless study agent equipped with a "BS Detector." Instead of giving you the answers, it forces you to explain concepts in your own words, aggressively audits your responses, and roasts your knowledge gaps until you get it right.