Sustainability of Artificial Intelligence - The invisible cost of intelligence скачать в хорошем качестве

Sustainability of Artificial Intelligence - The invisible cost of intelligence

Dr. Bonny Banerjee is presenting the topic on sustainability of Artificial Intelligence. The Invisible Cost of AI: Why It Matters? Every time an LLM answers a question, drafts an email, or generates an image, it triggers a computation inside a data center. These computations require: • Electricity to power GPUs/TPUs • Cooling systems to manage heat • Water in some regions for evaporative cooling • Hardware manufacturing with its own carbon footprint Even a single query can involve billions of mathematical operations. Multiply that by millions of users, and the environmental impact becomes significant. This is what Dr. Bonny is referring to as the invisible cost — the environmental footprint that isn’t visible to the end user but accumulates rapidly at scale. Dr. Bonny is talking about innovative approaches to mitigate it by making them more efficient using performance per unit of energy usage. #ai #digital #innovation #sustainablesolutions #science #environmentalsustainability #sustainabledevelopment #cost #llms