Aaron S. Langenauer
@aaronlangenauer.bsky.social
🎵 Music Teacher, 💻 Tech Coach, & 🤖 AI in Education Consultant | 📘 Author of "Fluent in AI" | 📰 tinyurl.com/aifluent | ✅ Helping Teachers Become AI-Savvy
#edusky #eduskyai #edtech #ai #aiedu #ai4edu #edai #promptengineering
#edusky #eduskyai #edtech #ai #aiedu #ai4edu #edai #promptengineering
AI is a tool.
Prompting is a skill.
Practice is what makes the difference.
(10/10)
Prompting is a skill.
Practice is what makes the difference.
(10/10)
April 6, 2025 at 12:12 PM
AI is a tool.
Prompting is a skill.
Practice is what makes the difference.
(10/10)
Prompting is a skill.
Practice is what makes the difference.
(10/10)
If you’re helping others learn AI — or learning it yourself — try a Prompt Sprint this week.
And if you want more strategies like this…
📬 Subscribe to my newsletter here
subscribepage.io/GhfYI3
(9/10)
And if you want more strategies like this…
📬 Subscribe to my newsletter here
subscribepage.io/GhfYI3
(9/10)
AI-Fluent Teaching and Learning
Weekly insights on AI in education - master prompt engineering, stay current on AI developments, and learn to prepare students for an AI-powered world.
subscribepage.io
April 6, 2025 at 12:12 PM
If you’re helping others learn AI — or learning it yourself — try a Prompt Sprint this week.
And if you want more strategies like this…
📬 Subscribe to my newsletter here
subscribepage.io/GhfYI3
(9/10)
And if you want more strategies like this…
📬 Subscribe to my newsletter here
subscribepage.io/GhfYI3
(9/10)
The best part?
It’s not about “prompt engineering.”
It’s just about practicing — and paying attention.
10 minutes. No pressure. Real results.
(8/10)
It’s not about “prompt engineering.”
It’s just about practicing — and paying attention.
10 minutes. No pressure. Real results.
(8/10)
April 6, 2025 at 12:12 PM
The best part?
It’s not about “prompt engineering.”
It’s just about practicing — and paying attention.
10 minutes. No pressure. Real results.
(8/10)
It’s not about “prompt engineering.”
It’s just about practicing — and paying attention.
10 minutes. No pressure. Real results.
(8/10)
Great strategy for:
✅ Teacher PD sessions
✅ Student writing labs
✅ Curriculum design workshops
✅ Even personal brainstorming
It’s fast. It’s repeatable. It works.
(7/10)
✅ Teacher PD sessions
✅ Student writing labs
✅ Curriculum design workshops
✅ Even personal brainstorming
It’s fast. It’s repeatable. It works.
(7/10)
April 6, 2025 at 12:12 PM
Great strategy for:
✅ Teacher PD sessions
✅ Student writing labs
✅ Curriculum design workshops
✅ Even personal brainstorming
It’s fast. It’s repeatable. It works.
(7/10)
✅ Teacher PD sessions
✅ Student writing labs
✅ Curriculum design workshops
✅ Even personal brainstorming
It’s fast. It’s repeatable. It works.
(7/10)
This builds your prompting reflexes.
You start to see how language, structure, and clarity shape AI behavior.
You’re not just getting things done.
You’re learning how to think with the machine.
(6/10)
You start to see how language, structure, and clarity shape AI behavior.
You’re not just getting things done.
You’re learning how to think with the machine.
(6/10)
April 6, 2025 at 12:12 PM
This builds your prompting reflexes.
You start to see how language, structure, and clarity shape AI behavior.
You’re not just getting things done.
You’re learning how to think with the machine.
(6/10)
You start to see how language, structure, and clarity shape AI behavior.
You’re not just getting things done.
You’re learning how to think with the machine.
(6/10)
Example:
“Write 3 discussion questions for Of Mice and Men.”
→ Too generic?
Revise:
“Open-ended questions focused on the theme of loneliness in Of Mice and Men.”
→ Observe the difference in the output!
(5/10)
“Write 3 discussion questions for Of Mice and Men.”
→ Too generic?
Revise:
“Open-ended questions focused on the theme of loneliness in Of Mice and Men.”
→ Observe the difference in the output!
(5/10)
April 6, 2025 at 12:12 PM
Example:
“Write 3 discussion questions for Of Mice and Men.”
→ Too generic?
Revise:
“Open-ended questions focused on the theme of loneliness in Of Mice and Men.”
→ Observe the difference in the output!
(5/10)
“Write 3 discussion questions for Of Mice and Men.”
→ Too generic?
Revise:
“Open-ended questions focused on the theme of loneliness in Of Mice and Men.”
→ Observe the difference in the output!
(5/10)
Here’s how it works:
1. Pick a real task (something you’d actually use)
2. Start with a simple prompt
3. Review the output
4. Revise the prompt — add detail, clarify tone, change format
5. Repeat for 10 minutes
(4/10)
1. Pick a real task (something you’d actually use)
2. Start with a simple prompt
3. Review the output
4. Revise the prompt — add detail, clarify tone, change format
5. Repeat for 10 minutes
(4/10)
April 6, 2025 at 12:12 PM
Here’s how it works:
1. Pick a real task (something you’d actually use)
2. Start with a simple prompt
3. Review the output
4. Revise the prompt — add detail, clarify tone, change format
5. Repeat for 10 minutes
(4/10)
1. Pick a real task (something you’d actually use)
2. Start with a simple prompt
3. Review the output
4. Revise the prompt — add detail, clarify tone, change format
5. Repeat for 10 minutes
(4/10)
Now imagine applying that to AI.
📌 You don’t just use AI. You practice with it.
You test how small prompt changes make big output changes.
That’s a Prompt Sprint.
(3/10)
📌 You don’t just use AI. You practice with it.
You test how small prompt changes make big output changes.
That’s a Prompt Sprint.
(3/10)
April 6, 2025 at 12:12 PM
Now imagine applying that to AI.
📌 You don’t just use AI. You practice with it.
You test how small prompt changes make big output changes.
That’s a Prompt Sprint.
(3/10)
📌 You don’t just use AI. You practice with it.
You test how small prompt changes make big output changes.
That’s a Prompt Sprint.
(3/10)
Writers use a technique called a writing sprint:
✍️ One prompt
⏱️ Set a timer
🧠 Write nonstop until time’s up
The goal isn’t quality — it’s flow.
It’s a warm-up for your brain.
(2/10)
✍️ One prompt
⏱️ Set a timer
🧠 Write nonstop until time’s up
The goal isn’t quality — it’s flow.
It’s a warm-up for your brain.
(2/10)
April 6, 2025 at 12:12 PM
Writers use a technique called a writing sprint:
✍️ One prompt
⏱️ Set a timer
🧠 Write nonstop until time’s up
The goal isn’t quality — it’s flow.
It’s a warm-up for your brain.
(2/10)
✍️ One prompt
⏱️ Set a timer
🧠 Write nonstop until time’s up
The goal isn’t quality — it’s flow.
It’s a warm-up for your brain.
(2/10)
13/13
🌟 Join educators who want to stay ahead of the AI revolution without drowning in tech jargon.
🔗 Subscribe: subscribepage.io/GhfYI3
👉 Tip: Using a school email? Add the newsletter to your contacts to avoid spam filters!
🌟 Join educators who want to stay ahead of the AI revolution without drowning in tech jargon.
🔗 Subscribe: subscribepage.io/GhfYI3
👉 Tip: Using a school email? Add the newsletter to your contacts to avoid spam filters!
AI-Fluent Teaching and Learning
Weekly insights on AI in education - master prompt engineering, stay current on AI developments, and learn to prepare students for an AI-powered world.
subscribepage.io
December 10, 2024 at 3:06 AM
13/13
🌟 Join educators who want to stay ahead of the AI revolution without drowning in tech jargon.
🔗 Subscribe: subscribepage.io/GhfYI3
👉 Tip: Using a school email? Add the newsletter to your contacts to avoid spam filters!
🌟 Join educators who want to stay ahead of the AI revolution without drowning in tech jargon.
🔗 Subscribe: subscribepage.io/GhfYI3
👉 Tip: Using a school email? Add the newsletter to your contacts to avoid spam filters!
12/13
✨ Every week, subscribers receive:
📚 Clear, jargon-free prompt engineering strategies
🔍 Curated AI updates that matter to educators
🎓 Practical ways to prepare students for an AI world
✨ Every week, subscribers receive:
📚 Clear, jargon-free prompt engineering strategies
🔍 Curated AI updates that matter to educators
🎓 Practical ways to prepare students for an AI world
December 10, 2024 at 3:06 AM
12/13
✨ Every week, subscribers receive:
📚 Clear, jargon-free prompt engineering strategies
🔍 Curated AI updates that matter to educators
🎓 Practical ways to prepare students for an AI world
✨ Every week, subscribers receive:
📚 Clear, jargon-free prompt engineering strategies
🔍 Curated AI updates that matter to educators
🎓 Practical ways to prepare students for an AI world
11/13
📧 Want more insights like this about using AI effectively in education?
🎯 This deep dive into the AI time paradox is just a sample of what you'll get in my weekly newsletter "AI-Fluent Teaching and Learning"
📧 Want more insights like this about using AI effectively in education?
🎯 This deep dive into the AI time paradox is just a sample of what you'll get in my weekly newsletter "AI-Fluent Teaching and Learning"
December 10, 2024 at 3:06 AM
11/13
📧 Want more insights like this about using AI effectively in education?
🎯 This deep dive into the AI time paradox is just a sample of what you'll get in my weekly newsletter "AI-Fluent Teaching and Learning"
📧 Want more insights like this about using AI effectively in education?
🎯 This deep dive into the AI time paradox is just a sample of what you'll get in my weekly newsletter "AI-Fluent Teaching and Learning"
10/13
🎯 The success formula:
💪 Invest time now = Save more time later + Get better results
✨ Worth it? Absolutely.
🎯 The success formula:
💪 Invest time now = Save more time later + Get better results
✨ Worth it? Absolutely.
December 10, 2024 at 3:06 AM
10/13
🎯 The success formula:
💪 Invest time now = Save more time later + Get better results
✨ Worth it? Absolutely.
🎯 The success formula:
💪 Invest time now = Save more time later + Get better results
✨ Worth it? Absolutely.
9/13
⏳ Yes, this process takes more time initially.
🌟 But here's the payoff: Once you nail it, you'll produce better work than you could alone — and faster than manual methods.
⏳ Yes, this process takes more time initially.
🌟 But here's the payoff: Once you nail it, you'll produce better work than you could alone — and faster than manual methods.
December 10, 2024 at 3:06 AM
9/13
⏳ Yes, this process takes more time initially.
🌟 But here's the payoff: Once you nail it, you'll produce better work than you could alone — and faster than manual methods.
⏳ Yes, this process takes more time initially.
🌟 But here's the payoff: Once you nail it, you'll produce better work than you could alone — and faster than manual methods.
8/13
🔑 The quality boost happens when educators:
✍️ Write detailed, specific prompts
🔍 Analyze AI output
💭 Provide feedback
🔄 Refine based on results
🔑 The quality boost happens when educators:
✍️ Write detailed, specific prompts
🔍 Analyze AI output
💭 Provide feedback
🔄 Refine based on results
December 10, 2024 at 3:06 AM
8/13
🔑 The quality boost happens when educators:
✍️ Write detailed, specific prompts
🔍 Analyze AI output
💭 Provide feedback
🔄 Refine based on results
🔑 The quality boost happens when educators:
✍️ Write detailed, specific prompts
🔍 Analyze AI output
💭 Provide feedback
🔄 Refine based on results
7/13
📝 It's like using a generic lesson template vs. one tailored for your classroom.
🤖 Generic = okay
✨ Customized = exceptional
📝 It's like using a generic lesson template vs. one tailored for your classroom.
🤖 Generic = okay
✨ Customized = exceptional
December 10, 2024 at 3:06 AM
7/13
📝 It's like using a generic lesson template vs. one tailored for your classroom.
🤖 Generic = okay
✨ Customized = exceptional
📝 It's like using a generic lesson template vs. one tailored for your classroom.
🤖 Generic = okay
✨ Customized = exceptional
6/13
⚙️ Those "quick start" AI features with drop down menus? They're missing crucial context about:
👥 Your specific students
🏫 School initiatives
💻 Available resources
📋 Preferred formats
⚙️ Those "quick start" AI features with drop down menus? They're missing crucial context about:
👥 Your specific students
🏫 School initiatives
💻 Available resources
📋 Preferred formats
December 10, 2024 at 3:06 AM
6/13
⚙️ Those "quick start" AI features with drop down menus? They're missing crucial context about:
👥 Your specific students
🏫 School initiatives
💻 Available resources
📋 Preferred formats
⚙️ Those "quick start" AI features with drop down menus? They're missing crucial context about:
👥 Your specific students
🏫 School initiatives
💻 Available resources
📋 Preferred formats
5/13
📚 Think of it like giving project instructions to students:
⚡ Quick instructions = confusion & mediocre work
⭐ Detailed guidance = clarity & excellence
📚 Think of it like giving project instructions to students:
⚡ Quick instructions = confusion & mediocre work
⭐ Detailed guidance = clarity & excellence
December 10, 2024 at 3:06 AM
5/13
📚 Think of it like giving project instructions to students:
⚡ Quick instructions = confusion & mediocre work
⭐ Detailed guidance = clarity & excellence
📚 Think of it like giving project instructions to students:
⚡ Quick instructions = confusion & mediocre work
⭐ Detailed guidance = clarity & excellence
4/13
💡 The hard truth about AI that vendors won't tell you:
Getting the best results requires investing time upfront.
🎯 Crafting detailed prompts
🔄 Refining outputs
🤝 Building feedback loops
💡 The hard truth about AI that vendors won't tell you:
Getting the best results requires investing time upfront.
🎯 Crafting detailed prompts
🔄 Refining outputs
🤝 Building feedback loops
December 10, 2024 at 3:06 AM
4/13
💡 The hard truth about AI that vendors won't tell you:
Getting the best results requires investing time upfront.
🎯 Crafting detailed prompts
🔄 Refining outputs
🤝 Building feedback loops
💡 The hard truth about AI that vendors won't tell you:
Getting the best results requires investing time upfront.
🎯 Crafting detailed prompts
🔄 Refining outputs
🤝 Building feedback loops
3/13
🧠 The mindset shift that changes everything:
❌ Stop thinking "AI will save me time"
✅ Start thinking "AI will help me create better work"
🧠 The mindset shift that changes everything:
❌ Stop thinking "AI will save me time"
✅ Start thinking "AI will help me create better work"
December 10, 2024 at 3:06 AM
3/13
🧠 The mindset shift that changes everything:
❌ Stop thinking "AI will save me time"
✅ Start thinking "AI will help me create better work"
🧠 The mindset shift that changes everything:
❌ Stop thinking "AI will save me time"
✅ Start thinking "AI will help me create better work"
2/13
⚠️ Here's what most educators get wrong:
They dive into AI expecting instant time savings. But quick prompts = disappointing results.
🪄 The secret? The magic isn't in speed — it's in thoughtful collaboration.
⚠️ Here's what most educators get wrong:
They dive into AI expecting instant time savings. But quick prompts = disappointing results.
🪄 The secret? The magic isn't in speed — it's in thoughtful collaboration.
December 10, 2024 at 3:06 AM
2/13
⚠️ Here's what most educators get wrong:
They dive into AI expecting instant time savings. But quick prompts = disappointing results.
🪄 The secret? The magic isn't in speed — it's in thoughtful collaboration.
⚠️ Here's what most educators get wrong:
They dive into AI expecting instant time savings. But quick prompts = disappointing results.
🪄 The secret? The magic isn't in speed — it's in thoughtful collaboration.
And Gemini hardly comes close. Llama is ok.
But I’ve been impressed by Mistral.
But I’ve been impressed by Mistral.
December 10, 2024 at 1:26 AM
And Gemini hardly comes close. Llama is ok.
But I’ve been impressed by Mistral.
But I’ve been impressed by Mistral.