What You’ll Learn YouTube just made a massive algorithm change — and it confirms what many educators have been feeling for months. How-to educational content is crashing across the platform. Search volume for educational topics has dropped 50-75% in the last year alone. This tutorial breaks down what happened, why it matters to anyone selling…
The Big Idea Your teaching business has a body — and right now, you are every organ in it. You are the brain making every decision. You are the mouth writing every email and social post. You are the hands delivering every lesson. You are the lungs chasing every new student. That is not a…
The Decision You’re Making You’ve just watched a video showing how to build an AI Chief of Staff using Claude Code and Obsidian — and it looks genuinely powerful. Now the question is: is that the right system for you, or is there a better fit for someone running a teaching business? This tutorial breaks…
Stop Collecting Prompts. Start Running Meetings. The top 10 prompts educators give ChatGPT and Claude are predictable: content summarization, script writing, example generation, story creation, FAQs, syllabuses, lesson plans, analogies, social media posts, and email copy. Most people have a library of prompt templates for each of these. There’s nothing wrong with that. But there’s…
Text-to-Video With Dialogue and Sound Effects Google’s Developer Conference introduced Veo 3 (V3) — a text-to-video tool that creates video clips with dialogue, spoken narration, and background sound effects from a single text prompt. Combined with Flow (Google’s AI filmmaking tool), educators now have a full video production department on staff. This matters because video…
Just-in-Case Courses vs. Just-in-Time Learning Google’s Project Astra is a universal AI assistant that uses your smartphone camera, microphone, and screen to help you solve problems in real time. For educators, this represents a fundamental shift: from building "just-in-case" curriculum courses to providing "just-in-time" problem-focused learning. Here’s the difference. A just-in-case course packs a whole…
Prompting Is Out. Context Engineering Is In. The way most educators use AI — typing a single prompt and hoping for a good response — is already outdated. The shift happening right now is from prompt engineering (crafting the perfect question) to context engineering (giving AI the right background, constraints, and goals so every response…
Stop Typing. Start Talking to Your AI Team. Every AI tool you’re using — ChatGPT, Claude, Gemini — is adding voice input, screen sharing, and camera capabilities. Text-only prompting is becoming the slowest, least effective way to interact with AI. This tutorial explains why multimodal prompting matters for educators and how to start using it…
From 128 Steps to 5: The Course Creation Compression Creating an online course used to involve 128 distinct tasks when using AI tools like ChatGPT as an operator — doing everything yourself with AI assistance. With AI agents, that drops to 45 tasks where you’re the manager reviewing work. And with agentic systems (agents of…
A community member asked the question every educator is wrestling with: I have great content, I want my own space, but which platform should I pick and how do I get ready for what is coming? Here is a look at what happened in the past year, what the major platforms offer, and why a…
The core identity of what used to be called an expert is being displaced. AI does not just automate tasks — it automates the reasons traditional expert educators exist. Educators are not out of a job yet, but their value proposition has been hollowed out. Here is a quarter-by-quarter look at what is happening and…
After six months of covering AI developments for educators, a clear picture is forming. The tools are not coming — they are here. And the next six months will reshape how we teach, create content, and monetize expertise in ways most course creators have not prepared for. Here is a breakdown of the key shifts…