Web Page for LLM Token Reduction

Improves AI-enabled web delivery by reducing unnecessary language model token consumption through intelligent page handling and selective content presentation. The invention is directed to lowering inference cost while preserving user experience. It is applicable to AI search, enterprise knowledge systems, and web-scale AI applications. The technology reduces operational expense while improving scalability for large language model deployments.