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The Art of the Ask - A Practical Guide to Prompt Engineering
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Unlock the full potential of large language models with this hands-on episode of "All Things LLM." Hosts Alex and AI expert Ben break down the essential (and rapidly evolving) discipline of prompt engineering—your steering wheel for directing AI toward more relevant, accurate, and actionable outputs.
What you’ll learn:
- Prompt Engineering 101: Why clear, specific instructions outshine vague requests, and how role-playing, context, and breakdown techniques dramatically improve response quality.
- Elements of a Great Prompt: Learn how to structure your asks for maximum coherence—drawing on examples, supplying context, and setting the right persona or tone.
- Zero-shot, One-shot, and Few-shot Prompting: Explore how you can “teach” a model—from zero background to providing step-by-step labeled examples—within your prompt, all without modifying the model’s weights.
- Advanced Methods: Chain-of-Thought (CoT) prompting for complex reasoning, Self-Consistency for more robust answers, and adversarial or self-correcting prompts to stretch your model’s capabilities.
- Real-world strategies: Do’s and don’ts for beginners, why “being bossy” can sometimes work, and how to iterate for the best results on any task, from text generation to customer support, coding, analysis, and more.
Perfect for listeners searching for:
- How to write effective AI prompts
- Prompt engineering best practices
- Chain of Thought (CoT) in prompting
- Zero-shot and few-shot examples
- In-context learning
- Getting reliable results from LLMs
This practical guide is packed with actionable tips for business users, developers, educators, and anyone eager to master the new language of working with AI. Subscribe now and get ready for next week’s episode: aligning models with human values using Reinforcement Learning from Human Feedback (RLHF).
All Things LLM is a production of MTN Holdings, LLC. © 2025. All rights reserved.
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