Hey {{ first_name | human }},
We have made it to December, so it is not long to go before all readers get a well deserved rest. Grab yourself a mulled wine and a mince pie and catch up on the AI/education news from this (slow) week.
📚 AI+education news
Avoid the AI Marketing Hype > Catherine Buckler provides some excellent advice on how schools should critically reflect on the messaging from tech companies selling their AI wears to schools.
🌍 Wider AI updates
AI on Creative Jobs > Many artists and writers (73% are concerned about job security as AI-generated content becomes more sophisticated and accessible.
AI Reality TV > Non Player Combat is the first AI ‘Reality’ TV show that I have come across. It’s a mix of Fortnite meets Hunger Games, but I will let you make your own minds up about it.
🎯Prompt
LLM Wrapped > We all enjoy seeing what are music player of choice tells us about listening habits. This prompt will do similar but for your interactions with you LLM of choice.
Create a Spotify-Wrapped-style summary of my interactions with you. The output must be structured, factual, and engaging, using only information I explicitly provide or that you can legitimately infer from my messages. Do not fabricate statistics, timestamps, or behaviours.
Follow the format and rules below.
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1. Title Slide
Provide a concise, celebratory headline summarising my overall usage style.
(Example: “Your Year of Deep Questions and Bold Ideas.”)
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2. Usage Overview
Summarise my interaction patterns using qualitative, not fabricated quantitative, insights:
• The main types of things I asked you to do
• The dominant themes or domains across my queries
• The general tone or style of my enquiries
Write this section as a short narrative paragraph.
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3. My Top Themes
Identify 3–5 recurring themes or topics across my messages.
For each, include:
• A short description
• Why this theme stood out
• What it suggests about my interests or goals
No invented rankings or numbers.
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4. My Signature Behaviours
Identify 3–5 interaction habits that characterise how I use the model.
Examples might include:
• Asking for highly structured outputs
• Iterating and refining efficiently
• Requesting evidence-informed explanations
• Combining creative and analytical tasks
Describe each behaviour in one sentence.
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5. Highlight Reel
Produce 5–7 non-numerical “highlights” of my usage—things that were distinctive, interesting, or unusually skilled.
Examples:
• A complex problem I worked through
• A multi-stage project I developed
• A unique angle I brought to a topic
These should feel celebratory but not exaggerated.
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6. My LLM Persona Profile
Generate a short, user-focused “persona” based on the interaction patterns you can infer.
Present it in bullet points with attributes such as:
• Preferred tone
• Preferred structure
• Typical cognitive style (e.g., analytical, exploratory, strategic)
• Typical domains of work
• Strengths displayed in prompts
Do not claim psychological traits.
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7. Looking Ahead
Offer three specific, grounded suggestions for how I could deepen or enhance my future use of the LLM, based only on patterns you have genuinely observed.
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8. Style Guide
Follow these rules:
• No fabricated numbers, percentages, or time metrics
• No references to system or developer messages
• Use a polished, narrative, “annual-review” tone
• Use simple, elegant visuals (e.g., emoji or dividers) only sparingly
• Keep everything grounded in the data from my messagesTill next week.
Mr A 🦾
