CrossML:2024提示工程(Prompt Engineering)研究报告:打造AI卓越能力的蓝图 - AI洞察系列(英文版)(27页).pdf

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CrossML:2024提示工程(Prompt Engineering)研究报告:打造AI卓越能力的蓝图 - AI洞察系列(英文版)(27页).pdf

1、Prompt Engineering:A Blueprint for AIExcellenceAI INSIGHTS SERIESThe Power of Prompt EngineeringAgendaThe Power of Prompt Engineering01Understanding Generative AI Models02Crafting Precise Instructions03Leveraging Data and Knowledge Sources04Fine-tuning the Prompt with Techniques05Prompting for Text

2、Generation06Prompting for Question Answering07Prompting for Code Generation08Evaluating and Testing Prompts09Ethical Considerations in Prompt Engineering10The Future of Prompt Engineering11Resources11Introduction to Prompt EngineeringThe Power of Prompt EngineeringKey BenefitsPrompt engineering is t

3、he strategic process of crafting inputs designedto guide artificial intelligence(AI)models towards generating specific,desired outputs.This practice is fundamental in the field of AI,particularly with generative models like GPT(Generative Pre-trainedTransformer),where the quality and specificity of

4、the prompt directlyinfluence the relevance,accuracy,and creativity of the response.Promptengineering stands at the intersection of technology and creativity,enabling users to communicate effectively with AI systems.By masteringthis skill,individuals and organizations can harness the full potential o

5、f AItechnologies,making complex tasks simpler and more accessible.Improved AIPerformanceWell-crafted prompts lead to moreaccurate,relevant,and contextuallyappropriate responses from AI models.This precision enhances user experienceand trust in AI applications.Tailored OutputsThrough prompt engineeri

6、ng,userscan guide AI to produce outputsthat meet specific needs or criteria,whether for content creation,coding,or data analysis.This customizationcapability allows for a wide range ofapplications,fromcreative writing to technical problem-solving.Enhanced CreativityBy experimenting with different pr

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