Articles about AI Prompt Engineering

For anyone working with AI, prompt engineering is an indispensable skill. Read more in our articles about prompting.

ai prompt engineering

Updated 20 October 2025 12-minute read

About Prompting

AI Prompt Engineering: What it is and Why it Matters

AI Literacy

Prompt engineering is key to unlocking the full potential of advanced AI systems. As models like ChatGPT evolve, precise prompts become essential. This article explores why prompt engineering matters in today's AI landscape. Read more »

Why Prompt Engineer is Not a Standalone Job

Job? AI Literacy

Prompt engineering is less a job, more a vital skill across many roles. Once seen as a standalone profession, it's now embedded in diverse fields. This article explains why crafting prompts is a core competency for all. Read more »

Why Prompt Engineer Isn't a Job

Job? AI Literacy

Prompt engineering is becoming a universal skill, like searching or spreadsheets. Once niche, it's now essential as AI enters daily work. This article explains why everyone-not just specialists-must learn to craft prompts. Read more »

Why Using AI Tools isn't the Same as Building Them

Job? AI Literacy

Using AI is like mastering a powerful tool on a construction site-efficiency without inventing it. Workers thrive by learning to use advanced tools, not by building them. Similarly, success with AI comes from skillful application, not invention. Read more »

Applications

AI-Powered Search for Legal Information Webshops

Legal Information

An AI prompt helps uncover webshop terms and policies, boosting trust and compliance. Online shopping is easy, but legal texts are complex. This guide shows how advanced prompts make finding clear, current terms effortless. Read more »

Contextual Prompt Transformation in Historical Chatbots

Chatbot

Chatbots are reshaping how we explore and engage with historical knowledge. This new method goes beyond answers to offer transparent reasoning. It makes history more interactive, accessible, and engaging. Read more »

Creative Techniques for Better AI Brainstorming

Brainstorm

AI-enhanced prompts can turn routine brainstorming into fresh, innovative idea generation. Traditional methods risk stagnation, but AI adds new creative angles. This article shows how prompt design fuels richer, more diverse results. Read more »

Customised Translation Prompts

Translation

Custom prompts make AI translations more accurate, context-aware, and culturally sensitive. Different fields demand precise guidance for best results. This article shows how tailored prompts improve nuance, style, and terminology. Read more »

Effective Prompts for Customised Chatbots

Chatbot

Prompt engineering powers chatbots to handle complex queries with ease. It's the key to effective AI-driven customer service. This article shares strategies for crafting prompts that make chatbots reliable and user-friendly. Read more »

Efficient Prompt Strategies for Creativity

Brainstorm Case Study

Prompt structure shapes AI output creativity and relevance. This study tests four distinct approaches. This article examines their impact on idea generation. Read more »

How Thoughtful AI Prompts Supercharge Brainstorming

Brainstorm

AI tools like ChatGPT boost team creativity through well-crafted prompts. Thoughtful prompting helps generate, refine, and expand ideas. This article shows how AI complements and amplifies human creativity. Read more »

Unlocking the Potential of Sketch and Prompt Integration

Sketch-to-Image

Combining sketches with prompts in multimodal AI enhances digital creativity. This approach streamlines drawing workflows and boosts productivity. It makes turning complex artistic visions into reality much easier. Read more »

Definition

Prompt Engineering

AI Literacy

Prompt engineering boosts AI efficiency by up to 40% with clearer, smarter inputs. It helps organisations streamline work, engage users, and innovate. This article shows how strategic prompting improves AI outputs. Read more »

Learn

A Prompt Engineering Adventure

Escape Room AI Literacy

Test teamwork in an escape room about AI: solve puzzles, master prompts, and survive. Set on the AI Space Station Prometheus, a mission turns into a fight for survival. Teams use AI skills and collaboration to restore systems and escape. Read more »

Cheat Sheets about Prompting

Cheat Sheets

AI prompting cheat sheets give teams clear tips, techniques, and frameworks. Created by specialists, they turn complex skills into practical guidance. These resources help teams use AI more effectively and with confidence. Read more »

Check AI Literacy

App Self-Assess AI Literacy

How AI-Ready Are You? A 3-5 minute self-assessment. Read more »

Decision Trainer AI

App Simulation Demo

Sharpen your AI judgement in workflow simulations. Read more »

Hallucination Detector Game

App Spot Hallucination

Learn to spot AI hallucinations in text, images, and audio. Read more »

Matcher AI Literacy

App Match AI Literacy Demo

Learn foundational AI skills through interactive matching exercises. Read more »

Podcast Promptly Speaking

Podcast YouTube AI Literacy

This podcast makes AI prompts fun and easy to learn with hosts Max and Emma. Each interactive episode helps beginners build skills while keeping experts engaged. It's an entertaining way to master prompt engineering. Read more »

Prompt Trainer AI

App Rank Demo

Train AI prompting through interactive ranking challenges. Read more »

On-the-Job Coaching

Coaching Personal

Integrate AI seamlessly into your daily tasks with our personal coaching. Forget theoretical courses. With on-the-job AI coaching, you'll integrate AI directly into your daily workflow - e-mails, reports, summaries, and more - delivering real results from day one. Read more »

Crash Courses for Teams

Crash Course Team

Get up to speed fast with our focused AI training for groups. An immersive, high-impact sessions designed to deliver a high learning curve and turn theory into practice. Read more »

Optimisation

A Closer Look at AI Self-Optimisation

Self-Optimalisaton

AI self-optimisation lets machines improve and adapt without human input. Like humans, they learn from experience to boost their capabilities. This article explores both the potential and the challenges of this approach. Read more »

AI-Assisted Prompt Optimisation

AI-Assisted

AI-assisted prompt optimisation makes AI smarter and interactions smoother. It improves model accuracy and ensures prompts are more relevant and context-aware. This creates faster, more effective user experiences. Read more »

How Do You Evaluate the Performance of AI Prompts?

Evaluation Case Study

Learn key metrics and practices to evaluate and improve AI prompt quality. Clarity, accuracy, and relevance make prompts more effective. This article shares techniques to boost AI's usefulness in real-world scenarios. Read more »

Iterative Refinement: Human-AI Collaboration

Human-AI

Iterative refinement improves AI prompts through feedback and real examples. Clear communication with AI is as vital as the models themselves. This article shows how refining prompts step by step boosts quality and results. Read more »

Technique

12 Strategies to Prevent AI Hallucinations with Prompting

Hallucination

12 prompting strategies help prevent AI hallucinations and boost reliability. Hallucinations cause misinformation and erode trust. This article shows how careful prompting ensures accurate, trustworthy AI outputs. Read more »

15 Pairs of Traditional and Whisper Prompts

Whispering

15 paired prompts show AI's range from clear traditional to creative whispering styles. Each pair contrasts direct answers with imaginative storytelling. This collection highlights AI's adaptability across linguistic styles. Read more »

AI Whispering: Beyond Basic Prompting

Whispering

AI whispering goes beyond prompts to unlock richer, more creative responses. It differs from traditional prompt engineering by shaping deeper interactions. This article shares techniques, examples, and its growing importance. Read more »

Case-Based Prompts

Case

Case-based prompts are key to AI's impact, shaping how models learn and respond. Prompt design drives AI transformation across industries. This article explains the role of cases, examples, and scenarios in prompt engineering. Read more »

Context Augmentation: More Accurate and Informed AI Responses

Context

Context augmentation boosts AI by adding relevant info to prompts. It leads to more accurate, informed answers from large language models. This article explores the method and its future impact on AI. Read more »

Design an Effective Text-to-Image Prompt in 10 Steps

Text-to-Image Guide

10 steps to craft better prompts and create stunning images with text-to-image AI. Tools like DALL-E and Midjourney turn words into visuals. This guide shows how clear, creative prompts lead to the best results. Read more »

Enhancing Consistency in Text-to-Image

Text-to-Image Consistency

Text-to-image AI creates diverse visuals, but results can vary widely. This article explains why the same prompt yields different outputs. It also shares strategies to improve consistency in generated images. Read more »

Few-Shot Prompting: Guides with Examples

Shot

Few-shot prompting trains AI on new tasks with just a handful of examples. It enables models to learn functions in minutes, not months. This article explores how few-shot techniques expand AI's adaptability. Read more »

From Output to Input: Mastering Reverse Prompt Engineering

Reverse

Reverse prompt engineering boosts AI by tracing outputs back to their prompts. It helps optimise applications for reliable, effective results. This article shows how to harness the method and replicate success. Read more »

How to Write a Good AI Prompt?

Guide

Unlock AI's power by learning to turn vague ideas into precise prompts. This guide helps beginners and experts craft effective input questions. With better prompts, AI interactions become clearer and more impactful. Read more »

In-Context Learning in Prompts: Why This is a Breakthrough

In-Context

In-context learning lets AI adapt instantly using just a few input examples. Unlike retraining-heavy methods, it makes models flexible and efficient. This article explores how it transforms machine learning's adaptability. Read more »

In-Context Learning Prompts: A Comprehensive Guide

Technique In-Context Guide

In-context learning helps LLMs adapt fast with just a few examples. Similar to human learning, it simplifies AI use and boosts performance. This article shows how to apply the strategy effectively. Read more »

Introduction to Chain-of-Thought Prompting

Chain

Chain-of-thought prompts let AI show its reasoning, improving clarity and results. This technique reveals how models reach answers, not just the outputs. It boosts AI's intelligence while making interactions more transparent. Read more »

Introduction to Shot Prompting

Shot

Shot prompting teaches AI with minimal data, boosting agility in data-scarce fields. Like guiding with a few words, it helps AI adapt quickly and effectively. This article shows its impact from healthcare to finance. Read more »

Is prompt whispering the new AI interaction?

Whispering

Prompt whispering sparks debate: advanced prompt engineering or true innovation? New AI terms often raise curiosity and discussion. This article explores whether whispering is a refinement or a new way to engage with AI. Read more »

Overcoming Text Spelling Challenges in AI-Images

Text-to-Image multiModal

AI image tools often misspell text-learn strategies to fix or avoid errors. Despite powerful visuals, text accuracy remains a challenge for DALL-E and others. This article shares methods to prevent, correct, or remove mistakes. Read more »

Refining Argumentative Prompts

Argumentative

This article tests AI on crafting persuasive arguments with refined prompts. The task focused on framing prompt engineering as a skill, not a job. A revised prompt showed how precision boosts clarity and impact. Read more »

Reverse Prompt Engineering in Large Language Models

Reverse Research

Study compares reverse vs forward prompt engineering for LLMs, with methods and challenges. It highlights benefits, pitfalls, and hybrid approaches in NLP research. This article explores how both techniques advance prompt engineering. Read more »

Role Prompting: Add Specific Viewpoints

Role

Role prompting boosts AI by assigning personas for more focused, relevant replies. By shaping tone and style, it makes outputs accurate and engaging. This article shares methods, examples, and tips for effective role prompting. Read more »

Self-Consistency Prompting: Advanced AI Reasoning

Self-Consistency

Self-consistency prompting strengthens AI reasoning by selecting the most reliable answer. It works by generating multiple solutions and choosing the most consistent one. This method greatly improves complex reasoning tasks. Read more »

Template-Based Prompting

Template

Template-based prompts structure AI chats for clarity and precision. By using preset formats, they reduce ambiguity and adapt to user needs. This article explains how templates improve AI interactions. Read more »

Text-to-Image AI and Background Customisation

Text-to-Image

Text-to-image AI makes creating or replacing backgrounds simple and professional. With just a prompt, users can achieve polished visual results. This article shares tips for generating, altering, and removing backgrounds. Read more »

The Art and Benefits of One-Line Prompts in AI

One-line

One-line prompts give a quick, simple way to use generative AI effectively. Though less detailed than multi-line prompts, they offer speed and ease. This article shows how brevity can still deliver valuable AI results. Read more »

The Role of Zero-Shot Prompting in Benchmarking Prompts

Shot

Zero-shot prompting sets a baseline for benchmarking and improving AI prompts. It offers a reference point to measure gains from advanced techniques. This article explains its benefits and strategies for effective use. Read more »

Unlocking the Power of Zero-Shot Prompting

Shot

Zero-shot prompting lets AI handle new tasks with no training data required. With clear instructions, models can perform tasks immediately. This article covers applications, benefits, and best practices to maximise impact. Read more »

Whispering Prompts vs. Traditional Prompts

Whispering

This study compares whispering vs traditional prompts in GPT for quality and creativity. It analyses how prompting styles shape engagement and response depth. Findings highlight strengths and limits across different AI settings. Read more »

Why Context Unlocks the True Power of AI

Context

Clear context makes AI interactions easier-just like furniture with instructions. Without guidance, tasks are slower and error-prone. With context, AI delivers faster, more accurate results. Read more »