Getting Consistent Results from AI: Understanding the AI Context Window

How to underrstand the context window and more about AI with Rob the AI Guy
Many teachers and students face challenges with AI due to its inconsistent behavior linked to its limited context window. Rob the AI Guy shares insights on AI usage and education,he'll share other views on AI to help educators understand and teach about it.

Too many teachers are struggling with getting good results from AI. Sometimes it just goes “off the rails,” or they might get good results one day and not the next. The same thing happens with students as they use AI. Problems caused by not understanding how AI works leads to lost time, confusion, and sometimes even student misuse. Much of this problem is related to the context window of AI. How do we understand AI and the context window? How do we teach about this?

Today’s guest is Rob the AI Guy. He started his work leading a major social media agency but now runs a thriving community focused on AI agents and automation. He is my favorite AI YouTuber, and I joined his Skool this year, which I’ve found to be my most helpful resource for keeping up with everything AI. Rob clearly explains how AI works, but perhaps the most useful concept he shares is how the context window works. If you’re struggling to use AI well, trying to understand it, or grappling with how to explain it to your students, this is the show for you.


Key Takeaways for Teachers

  • AI tools behave inconsistently because they rely on a limited context window that fills up and resets.
  • Starting a new chat can dramatically improve AI responses when results drift or become unreliable.
  • Different AI models have different strengths, and using more than one can lead to better outcomes.
  • Students need explicit instruction on how AI works so they don’t overtrust or misuse it.
  • Critical thinking is more important than memorization in a world where AI can retrieve information instantly.

Visual Summary

I created this infographic from this show’s transcript to give a visual overview of some of the topics discusse din the show. I used Google’s Notebook LM.

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Getting Consistent Results from AI: What Teachers and Students Need to Know
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Robert Benjamin – Author Bio as Submitted

Robert Benjamin also known as “Rob the AI Guy”

Robert Benjamin breaks down the latest in AI automation as a serial entrepreneur and YouTuber known for making complex technology accessible. Having consulted with over 350,000 clients through his social media agency, he now runs a thriving community focused on AI agents and automation, bridging the gap between cutting-edge technology and real-world business applications.

Blog: https://www.skool.com/ai-automation-school

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Vicki Davis

Vicki Davis has been an educator and IT director in Georgia since 2002. Today, she also works as an instructional technology coach, staying side-by-side with active teachers and students so her work stays grounded in real classrooms.

She's a mom of three, wife of one, and loves talking about the wise, transformational use of technology for teaching and doing good in the world.

She has blogged at the Cool Cat Teacher Blog since 2005 and hosts the 10 Minute Teacher Podcast and Cool Cat Teacher Talk (radio, public access TV, YouTube, and all major podcast platforms), interviewing remarkable educators around the world. Vicki focuses on what unites us — a quest for truly remarkable, life-changing teaching and learning. The goal of her work is to provide actionable, encouraging, relevant ideas for teachers, grounded in truth and shared with love.

If you talk to Vicki for long, she'll encourage you to "Relate to Educate," to "innovate like a turtle," or to be "a remarkable teacher." She loves homemade sourdough bread and cinnamon rolls and runs half marathons with her sisters. You can usually find her laughing with her students or digging into a book.

Thank you for reading, sharing, and telling your friends about the work we do here! - Vicki

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2 comments

briana moreno March 17, 2026 - 2:52 pm

This was really insightful; especially the explanation of the context window. I think a lot of the frustration students (and honestly teachers too) feel with AI comes from expecting it to “remember” everything or be consistent without understanding its limits. The idea that simply starting a new chat can reset and improve results is something I hadn’t really thought about, but it makes a lot of sense.

I also appreciated the point about teaching students *how* AI works instead of just letting them use it. Without that understanding, it’s easy for them to over trust the output or misuse it. It seems like AI literacy is becoming just as important as digital literacy.

One thing I’m curious about: how do you think teachers can practically introduce concepts like the context window to students in a way that’s simple but still accurate?

Reply
Vicki Davis March 17, 2026 - 4:42 pm

I have my REAL format that I share and I have presented on (I shared some of it here Blog post.) But I actually just build and start simple. First we learn about basic prompting. Then, we move from there. The best method of discussing this if the students are old enough is the recent tragedies like the case of Adam Raine b/c he kept one big huge chat and it led to terrible consequences. When AI goes off the rails, it is almost always, from what I’ve observed, a huge context window and it gets very confused. So, talking about examples and what could have happened — as long as it is age appropriate and approved by admin — is one way we discuss context window. It is a big deal as you move to agentic AI like Claude Cowork for sure. I’m guessing I need to write more on this. Thank you for your thoughtful comment, Briana. I’m not sure I can give you enough here but I guess the question is are you able to teach about AI and you can build in the curiculum you already have.

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Classroom teacher Vicki Davis writes The Cool Cat Teacher Blog for remarkable educators everywhere