The spec defines span attributes for LLM calls including model name, input and output token counts, finish reason, and prompt content. It covers both LLM spans and, increasingly, tool call and agent spans. The OpenInference specification from Arize AI complements it with conventions for retrieval, embedding, and agent action spans that the core OTel spec has not yet standardized.