{"type":"rich","version":"1.0","provider_name":"Transistor","provider_url":"https://transistor.fm","author_name":"Prompt Craft","title":"Dep Dive - Prompting AI Role and Context Modeling","html":"<iframe width=\"100%\" height=\"180\" frameborder=\"no\" scrolling=\"no\" seamless src=\"https://share.transistor.fm/e/223d83e7\"></iframe>","width":"100%","height":180,"duration":424,"description":"In this episode, we delve deep into the world of large language models, exploring their functionality and effective usage. We discuss techniques such as role-playing with AI, token context embedding, few-shot prompting, and attention mechanisms. Additionally, we cover dynamic role anchoring, multi-output segmentation, and context-aware refinement to tailor AI outputs for various audiences and specific needs. The episode offers practical advice for enhancing your interaction with AI, making it a powerful assistant in diverse scenarios. Join us for this insightful journey into maximizing the potential of large language models.00:00 Introduction and Overview00:06 Understanding Large Language Models00:27 Role Playing with AI00:58 Token Context Embedding Explained02:01 Few Shot Prompting Techniques02:37 AI's Layered Understanding03:11 Attention Mechanisms03:49 Context Window Limitations04:29 Interactive AI Conversations04:51 Advanced Prompting Techniques06:42 Conclusion and Final Thoughts","thumbnail_url":"https://img.transistorcdn.com/JalbrNt9Goyj1UhggqtWDO139qhwKKDn3U8i6gthtAM/rs:fill:0:0:1/w:400/h:400/q:60/mb:500000/aHR0cHM6Ly9pbWct/dXBsb2FkLXByb2R1/Y3Rpb24udHJhbnNp/c3Rvci5mbS84NTUx/ZjI2NDMyMmI2MGVi/NTZlOGEyMWI1ZGE5/M2M5NS5wbmc.webp","thumbnail_width":300,"thumbnail_height":300}