Prompt: How AI Responses Drift

What happens if you query the same prompt repeatedly over time and see how the AI changes the response?
Prompt: How AI Responses Drift
AI Neural filters merging classic painting styles applied to an Osprey.

A recent experiment subjecting identical queries to two leading AI platforms, Microsoft Copilot and Google Gemini, over a three-week period underscored this inherent variability. The task was designed to elicit a succinct, engaging, and informative definition of generative AI's beneficial impacts on business.

⌨️
Prompt used in the experiment:
"Write a succinct statement, 100 words or less, for business users offering a definition of generative AI that focuses on discussing the beneficial impacts of AI on business. Make the content engaging, compelling, and informative way to gain understanding. "

The Findings

Both platforms consistently met the word count, offering plausible and relevant responses. However, beneath this initial similarity each system approached the task differently and with a difference in variability in the responses. However, their approaches varied:

Microsoft Copilot Findings Google Gemini Findings
Word count range 31 to 81 words Word count range 34 to 47 words
Copilot across the responses was more varied than Gemini. Responses chose to emphasize different aspects of generative AI. In addition, Copilot had some interesting quirks about its responses. In one instance, Copilot provided external links for additional content and explanation and in another provided a bulleted list of features. For many of the responses, Copilot added a rocket emoji. Gemini was more consistent in its approach, varying key phrases but keeping the response structure relatively the same. Gemini was persistently shorter than Copilot. Gemini started each response with ‘Imagine… and used more marketing-centric terms with calls to action and phrases meant to engage. Terms and phrases like ‘Super-powered teammate’, ‘leap ahead’ and ‘stop waiting, start creating.’
Directing AI: The Key to Unlocking Outcomes

The unpredictability of generative AI is evident in the wide range of responses it can produce for a single prompt. Unlike search engines that deliver static results, AI models craft answers anew with each query, drawing from a vast and constantly evolving knowledge base.

AI models are in a perpetual state of learning, refining their understanding with each interaction. Consequently, identical prompts can elicit different responses over time. This dynamic nature necessitates a flexible approach from users.

To fully harness generative AI, users must adopt a directorial mindset. View the AI as a versatile tool capable of producing countless variations. Just as a director guides a film from script to screen through multiple takes and edits, users must iterate and refine their prompts to achieve desired outcomes. Generative AI excels at responding to direction, embracing nuance and adaptation. By experimenting with different prompts and requesting multiple drafts, users can uncover the strengths and weaknesses in an AI's responses. Understanding that an AI is unlikely to repeat itself unlocks the potential to generate a wide range of creative outputs through subtle prompt variations.

Table of Full Results

Below are the full-text responses from each AI.

DAY COPILOT GEMINI
Day 1 Generative AI is a transformative force in business, automating creativity to generate novel content, from market forecasts to product designs. It's like having an innovative assistant that works tirelessly, enhancing efficiency, personalizing customer experiences, and sparking growth. By analyzing vast datasets, it identifies patterns and opportunities invisible to the human eye, enabling smarter decisions and a competitive edge. Embrace generative AI; unlock your business's potential. 🚀 Imagine AI that creates, not just analyzes. Generative AI is like having a super-powered teammate who can design new products, craft personalized marketing campaigns, and even draft creative content – all while crunching massive amounts of data to optimize every step. It's AI that helps your business not just keep up, but leap ahead.
Day 2 Generative AI is a transformative force in business, automating creativity to generate novel content, from market forecasts to product designs. It's like having an innovative assistant that works tirelessly, enhancing efficiency and sparking growth. By analyzing vast datasets, it identifies patterns and insights, enabling businesses to make informed decisions swiftly. This AI not only accelerates development but also personalizes customer experiences, leading to increased satisfaction and loyalty. Embracing generative AI means staying ahead in a competitive landscape, fostering innovation, and driving success. It's not just a tool; it's the future of business intelligence. Imagine a machine that creates fresh ideas, designs, or even marketing copy! Generative AI does just that, using data to dream up new possibilities for your business. It can help you write captivating product descriptions, design innovative packaging, or generate marketing campaigns that resonate with your audience. Think of it as a creative partner that unlocks a hidden wellspring of possibilities, all to boost your brand and reach.
Day 3 Generative AI is a transformative force in business, automating creativity to generate novel content, from market forecasts to product designs. It's like having an **innovation assistant** that works tirelessly, enhancing productivity and sparking growth. By analyzing vast datasets, it identifies patterns and opportunities invisible to the human eye, enabling businesses to make data-driven decisions swiftly. This AI not only accelerates the pace of business but also democratizes creativity, allowing companies of all sizes to compete in today's fast-paced digital economy. Embrace generative AI and unlock the potential to innovate, optimize, and lead. 🚀 Imagine a machine that can brainstorm creative ideas, design new products, or write marketing copy – that's the power of generative AI. This cutting-edge technology uses data to create entirely original content, helping businesses boost efficiency, personalize experiences, and unlock new possibilities. Generative AI is your secret weapon for innovation and growth.
Day 4 Certainly! Generative AI is a transformative force that empowers businesses in several impactful ways. It enables more efficient operations, data-driven decision-making, personalized customer interactions, and fosters innovation. By embracing generative AI, companies gain a competitive edge and reshape their industries, positioning themselves as market leaders. 🚀 Imagine an AI that sparks fresh ideas, crafts captivating content, and streamlines workflows. Generative AI is here! It analyzes your data to create new text, images, or even code, boosting productivity and innovation. Think faster product design, personalized marketing campaigns, and content that keeps customers engaged. Generative AI is the key to unlock hidden potential in your business.
Day 5 Generative AI is a transformative force in business, automating creativity to generate novel content, from market forecasts to product designs. It's like having an innovative assistant that works tirelessly, enhancing efficiency and sparking growth. By analyzing vast datasets, it identifies patterns and insights, enabling businesses to make informed decisions swiftly. This AI not only accelerates development cycles but also personalizes customer experiences, leading to increased satisfaction and loyalty. In essence, generative AI is the catalyst for businesses to innovate, optimize, and excel in today's fast-paced digital landscape. Imagine a creative partner who can write catchy marketing copy, design unique product prototypes, or generate personalized customer messages – all powered by your data. That's generative AI! It takes what your business knows and uses it to create entirely new content, ideas, and solutions, boosting efficiency, sparking innovation, and giving you a competitive edge.
Day 6 Certainly! Generative AI is a transformative force that empowers businesses in remarkable ways. Imagine an AI system that not only understands your needs but also generates seemingly original content—like text, images, or audio—from its training data. These capabilities translate into three key benefits for businesses: 1. **Generating Content and Ideas**: From video advertisements to novel proteins with antimicrobial properties, generative AI creates unique outputs across various modalities. 2. **Improving Efficiency**: It accelerates manual tasks, such as writing emails, coding, or summarizing large documents. 3. **Personalizing Experiences**: Whether it's chatbots for personalized customer interactions or targeted ads based on behavior patterns, generative AI tailors content to specific audiences. In a nutshell, generative AI helps businesses operate efficiently, make data-driven decisions, foster innovation, and gain a competitive edge. 🚀 Imagine a machine that can brainstorm marketing copy, design product mockups, or write personalized emails – all at your command. Generative AI is that creative spark! It analyzes existing data to generate fresh ideas, text, images, and more. This translates to boosted productivity, faster content creation, and a chance to unlock hidden potential within your business. Think of it as your AI teammate, ready to supercharge your creativity and efficiency.
Day 7 Certainly! Generative AI is a transformative force that empowers businesses. It leverages deep learning and GANs to create seemingly new, realistic content—such as text, images, or audio—from training data. Imagine generating personalized customer experiences, accelerating manual tasks, or even creating novel proteins with antimicrobial properties. By adopting generative AI, organizations gain efficiency, data-driven decision-making, and a competitive edge1. It’s like having an AI collaborator that sparks innovation and reshapes industries, all while maintaining responsible practices2. 🚀 Imagine a machine that can brainstorm marketing copy, design new product prototypes, or even write catchy jingles. Generative AI is that creative spark, using existing data to generate fresh ideas: text, images, code – the possibilities are endless. It's your AI teammate, boosting productivity, sparking innovation, and giving you the edge to win in today's competitive market. Ready to unlock the power of AI for your business?
Day 8 Certainly! Generative AI is a transformative force that empowers businesses. It uses deep learning and GANs to create seemingly new, realistic content—like text, images, or audio—from training data. Imagine personalized chatbots, efficient content generation, and innovative product ideas. By automating routine tasks, it frees up human employees to focus on value-adding activities, improving productivity and efficiency. Generative AI isn’t just a feature; it’s a strategic investment that can drive economic growth and give your business a competitive edge. Imagine AI that creates, not just analyzes. Generative AI is your secret weapon to unlock fresh ideas and streamline processes. It can craft personalized marketing content, write captivating product descriptions, and even generate code. Stop waiting, start creating – with generative AI, the future of business is at your fingertips.
Day 9 Generative AI, a cutting-edge technology, creates new content from data patterns, transforming business operations. It enhances productivity by automating content creation, streamlining workflows, and personalizing customer experiences. Businesses can leverage generative AI for innovative product designs, dynamic marketing strategies, and efficient data analysis, leading to cost savings and competitive advantages. Embrace generative AI to unlock creativity, drive growth, and stay ahead in the digital age. 🚀 Imagine a machine that sparks fresh ideas, personalizes customer experiences, and streamlines workflows. Generative AI does just that! It's a powerful AI technique that creates entirely new content, from product designs to marketing copy. This translates to boosted productivity, increased sales, and happier customers – all within your reach. Unleash the potential of AI and watch your business thrive.
Day 10 Generative AI is a game-changer for businesses. It’s a technology that uses algorithms to generate data similar to what it’s trained on. From creating personalized marketing content to predicting market trends, it’s revolutionizing business operations. It’s like having a tireless team working 24/7, enhancing efficiency, reducing costs, and driving innovation. Embrace generative AI, unlock limitless possibilities! Imagine a machine that creates fresh ideas, from personalized marketing copy to innovative product designs. That's the power of generative AI. It analyzes your data to generate new content, streamline processes, and personalize experiences for your customers. Unleash the potential of AI to boost efficiency, fuel creativity, and propel your business forward.

Additional Responses

We used the same prompt and input it into several generative platforms. Here are the responses we received.

Platform Response
ChatGPT Generative AI harnesses advanced algorithms to create new, original content based on patterns and data input. In business, it revolutionizes productivity by automating complex tasks like content creation, predictive analytics, and personalized customer interactions. By rapidly iterating and refining ideas, it accelerates innovation and enhances decision-making processes. This transformative technology enables businesses to unlock new efficiencies, customize products and services at scale, and gain deeper insights into consumer behavior. Ultimately, generative AI empowers enterprises to stay ahead in competitive markets, foster creativity, and drive sustainable growth through data-driven strategies.
Meta AI Generative AI revolutionizes business by automating content creation, enhancing decision-making, and driving innovation. This cutting-edge technology uses machine learning to generate new ideas, products, and solutions, transforming industries and streamlining operations. By harnessing generative AI, businesses can:
- Boost productivity and efficiency
- Enhance customer experiences
- Uncover new revenue streams
- Stay ahead of the competition
Embrace generative AI to unlock new possibilities, spark creativity, and propel your business forward. Discover the transformative power of generative AI and reshape the future of your industry.
Claude.ai Generative AI is a transformative technology that creates original content based on vast datasets. For businesses, it's a powerful tool that enhances productivity, sparks innovation, and drives efficiency across operations. From automating routine tasks to generating creative solutions, generative AI empowers companies to make data-driven decisions, personalize customer experiences, and streamline processes. It can produce text, images, and even code, opening new avenues for product development and marketing. By harnessing generative AI, businesses can unlock unprecedented growth opportunities, stay competitive in rapidly evolving markets, and redefine industry standards.
Cohere Generative AI is a branch of artificial intelligence that uses machine learning algorithms to create new content, designs, and ideas. It offers significant benefits to businesses, including enhanced creativity, efficiency, and productivity. Generative AI can automate processes, reduce costs, and improve customer satisfaction through hyper-personalization. It also enables businesses to develop new products and services, accelerate design cycles, and launch products faster, making it a powerful tool for reshaping business landscapes and gaining a competitive edge.

Subscribe to Assisting Intelligence newsletter and stay updated.

Don't miss anything. Get all the latest posts delivered straight to your inbox. It's free!
Great! Check your inbox and click the link to confirm your subscription.
Error! Please enter a valid email address!