GPU costs in AI product management explained (Hindi)

Understanding GPU costs in AI product management is critical because hardware can quickly drain your startup budget. If you ignore how compute expenses work, your burn rate will spiral out of control. This lesson breaks down the financial impact of AI hardware using a simple pizza oven analogy. Just like renting a commercial oven by the hour, renting compute power means you pay even when idle. We explore why these chips consume roughly eighty percent of your infrastructure bill and how memory limits dictate scaling. You will learn practical strategies to optimize spend without sacrificing performance. We cover techniques like routing simple prompts to cheaper chips, batching requests, and setting usage limits for free users. In this lesson: - Why compute rentals consume most of your infrastructure bill - How memory limits and model loading affect scaling - Tactics like request batching and routing to cheaper chips - Methods to track usage minutes and cap free users U2xAI Academy - AI skills for product managers. यह लेसन हिंदी में है. This lesson is narrated in Hindi.