AI tokens explained to manage app speed and api costs (Hindi)

Understanding AI tokens is essential for product managers who want to control application speed and monthly billing. If you ignore how AI tokens work, your features will bleed money and lag. We break down the true currency of these models. Think of text as a necklace where every piece of meaning is a bead. The system chops sentences into chunks and assigns math numbers for fast calculations. It is a myth that one word always equals one unit. A simple word is one piece, but skyscraper becomes three. We look at real prompt math to show the budget impact. A four word sentence can cost five units because of text splitting. You can use this to cap user inputs and trim backend system prompts, saving money on every chat. In this lesson: - The true currency of machine learning models - Why one word does not equal one unit of cost - How to count units in a real prompt - Steps to cap inputs and trim backend prompts U2xAI Academy - AI skills for product managers. यह लेसन हिंदी में है. This lesson is narrated in Hindi.