GenAI 提示 Slam：成为 AI 低语者.pdf

1、GenAI Prompt Slam:GenAI Prompt Slam:Becoming an AI WhispererBecoming an AI WhispererMarydee Ojala,Editor,Online Searcher(CIL)&Editor,ILI365 eNewsArthur Weiss,Managing Partner,AWAREComputers in Libraries 20261What the heck is a prompt slam?Sort of like a poetry slam Well review some basics of prompti

2、ng and how those change over time and in context Then well move on to some scenarios for which you will create prompts Finally,well try them out There might be prizesComputers in Libraries 20262What we wont do Access proprietary data in an organizations LLM Encourage you to give away“state secrets”H

3、ave the time to fully iterate on prompts Which is unfortunate,since clarifying and refining prompts is essential in the real worldComputers in Libraries 20263A haiku to get us started(Claude wrote this)Ask with clarityPlant seeds of understandingKnowledge blooms and grows.Computers in Libraries 2026

4、4What is prompt engineering?Can refer to two slightly different things 1.We often equate prompt engineering with entering a prompt at a chatbot such as ChatGPT,Copilot,Gemini,Claude.Perplexity,etc.The response from the chatbot is based on the language model that sits behind it May be external or int

5、ernal to our organizations,paid v free versions can differ 2.Web developers and those training the language models view the engineering part of prompt engineering as basic to their jobs Prompt engineering to train models is a behind the scenes activity.Responses to queries are tweaked and modified t

6、o provide more relevant responses but those are not really seen by people entering promptsComputers in Libraries 20265Prompt engineering strengths&weaknesses GenAI is not strong on returning factual information Hallucinations,Just plain gets things wrong(but it look plausible)RAG helps with this,as