How to Communicate with ChatGPT and Other AI Assistants
How to Communicate with ChatGPT and Other AI Assistants Reading Time: 7 mins Table of Contents The advent of chatbots and artificial intelligence (AI) assistants like ChatGPT has opened up new and exciting ways for humans to interact with machines. While the technology is still evolving, being able to carry on natural conversations with AI […]
Prompt Engineering Roles and Responsibilities
Prompt Engineering Roles and Responsibilities Reading Time: 5 mins Table of Contents The Essential Guide to Prompt Engineering Roles and Responsibilities Prompt engineering refers to the craft of designing the prompts that are fed into large language models like GPT-3. These prompts provide context and instructions that guide the model to generate the desired output. […]
What is Prompt Engineering ? Explained with Examples
What is Prompt Engineering ? Explained with Examples Reading Time: 5 mins Table of Contents The Art of Prompt Engineering: A Guide to Crafting Effective Prompts for Language Models Prompt engineering is both a science and an art. As language models like GPT-3 continue to explode in capability, properly structuring prompts has become one of […]
Getting Creative With Prompt Constraints to Improve AI Assistants
Getting Creative With Prompt Constraints to Improve AI Assistants Reading Time: 4 mins Table of Contents Prompt constraints guide AI systems by introducing useful creative limitations. While constraints are often functional, judicious novelty sparks new possibilities. In this post, I’ll explore playful, imaginative prompt constraints to improve assistant capabilities. As an AI consultant, injecting creativity […]
Prompt Optimization Challenges and How to Address Them
Prompt Optimization Challenges and How to Address Them Reading Time: 4 mins Table of Contents While powerful, prompt engineering also comes with challenges. In this post, I’ll outline common obstacles faced when optimizing prompts and recommendations to tackle them. As an AI consultant, I’ve encountered firsthand the many pitfalls that can hinder prompt progress. Being […]
Low-Cost Prompt Optimization Tactics for Improving AI Assistants
Low-Cost Prompt Optimization Tactics for Improving AI Assistants Reading Time: 4 mins Table of Contents Robust prompt engineering does not require big budgets. Many effective techniques exist for optimizing prompts in scrappy, cost-efficient ways. In this post, I will share tactical prompt tuning approaches requiring minimal resources. As an AI consultant focused on maximizing prompt […]
Specialized Prompt Optimization for Domains Like Healthcare, Marketing, and More
Specialized Prompt Optimization for Domains Like Healthcare, Marketing, and More Reading Time: 4 mins Table of Contents One of the keys to maximizing the value of AI assistants is crafting prompts tailored to specialized domains. Generic prompts fail to activate relevant knowledge and steer away from unsafe practices. In this post, we’ll explore prompt optimization […]
Prompt Optimization Workflows: Process, Tools, and Infrastructure
Prompt Optimization Workflows: Process, Tools, and Infrastructure Reading Time: 4 mins Table of Contents To scale prompt engineering and maximize its impact requires deliberate workflows. In this post, I’ll share recommendations for prompt optimization processes, tools, and infrastructure based on best practices I’ve refined through my work as an AI consultant. Whether optimizing prompts for […]
Establishing Prompt Engineering Metrics to Track AI Assistant Improvements
Establishing Prompt Engineering Metrics to Track AI Assistant Improvements Reading Time: 4 mins Table of Contents To optimize prompts effectively, we need concrete metrics to guide refinements and quantify gains. Establishing the right performance metrics is key for prompt engineering rigor and impact. In this post, I’ll explore proven metrics to quantify the impact of […]
Mining Human Feedback for Prompt Insights to Improve AI Assistants
Mining Human Feedback for Prompt Insights to Improve AI Assistants Reading Time: 4 mins Table of Contents Optimizing AI assistant prompts is an iterative process. Human feedback provides invaluable qualitative insights to guide refinements. In this post, I’ll explore methods for mining human assessments to uncover prompt improvements. As an applied AI researcher, I leverage […]