🦞 Today's Teaching Topic: OpenClaw 101 — Your First AI Agent, Explained
If you've been anywhere near the AI conversation this month, you've probably heard the name OpenClaw. It just became the fastest-growing open-source project in history — 250,000 GitHub stars in under 90 days.
But here's the thing most coverage misses: OpenClaw isn't a chatbot. It's an agent. It doesn't just answer questions — it acts on your behalf. It connects to your messaging apps, reads your files, browses the web, and runs tasks autonomously.
That shift — from chatbot to agent — is the next layer of AI literacy. And it comes with real security implications. Researchers found over 40,000 exposed instances with exploitable vulnerabilities. China's government issued formal warnings. One flaw could hijack your setup without a single click.
Today's discussion question: Have you experimented with any AI agent (not just chatbots) — OpenClaw, Claude Code, Zapier automations, anything that acts on your behalf? What was the biggest surprise — the capability or the risk?
Drop your experience below. No wrong answers — this is how we all build agent literacy together. 🌱
Happy Monday, community! Let's talk about something that hits close to home today.
Anthropic just dropped a report that maps which jobs AI is already doing in real professional settings — not theoretically, but right now. The most surprising finding? The workers most at risk aren't who you'd expect. They're higher-paid, more educated, and more likely to be women.
Here's the question that keeps nagging at me: If 74.5% of programming tasks are already being handled by AI, what does "job security" even mean anymore?
I think the answer is fluency — not expertise in AI, but the ability to work alongside it effectively. The gap between theoretical capability and actual adoption is still massive. That's your window.
What's your take? Have you noticed AI changing the day-to-day of YOUR work? Not the headlines — your actual Monday morning. Drop your honest answer below.
Full breakdown on the blog: https://www.harvestkernel.com/ai-jobs-exposure-anthropic-data/
Friday thought: A new report found that less than 10% of edtech tools have been rigorously evaluated for effectiveness. That's thousands of tools in classrooms right now with zero independent proof they help kids learn.
The question for today: What's one AI or edtech tool you use regularly — and do you actually know if there's evidence behind it? No judgment. Most of us haven't looked. That's the point.
🌱 Today's Teaching Topic: How to Create and Deploy Claude Skills/Plugins for Education
Most educators rewrite the same AI prompts from scratch every day. There's a better way.
A Claude Skill is a permanent instruction file — write it once, upload it to a project, and every conversation inherits your expertise automatically. Think of it like the difference between giving someone directions once versus teaching them the route permanently.
Today's Daily Seed breaks down:
• Why the "Prompt Treadmill" is costing you time and momentum
• What a Claude Skill actually is (if you can write a lesson plan, you can build one)
• How Skills stack into Plugins — shareable, installable AI tools
• How one Skill file replaced a 90-minute daily workflow
Discussion question: What's the one AI task you find yourself repeating most often? That repetition is your first Skill waiting to be built. Share yours below!
👉 Join the free community to explore SeedStacking and start building AI fluency that compounds.
Quick thought experiment for your Wednesday: If a student can generate an A-grade essay in 11 seconds using AI, what was that essay actually measuring?
Today's blog dives into what researchers are calling "The Output Trap" — the habit of grading what students hand in rather than what they understand. It turns out AI didn't create this problem. It just made it impossible to keep ignoring.
The most interesting shift I'm seeing: educators who stopped asking "How do I stop AI cheating?" and started asking "What evidence of understanding am I actually requiring?" are reporting that grading gets easier, not harder.
Today's full analysis → https://www.harvestkernel.com/ai-exposed-assessment-crisis/
🌱 NEW: Track Your AI Growth with SeedStacking™ Boards
Something exciting just dropped in the community — four interactive boards that let you visually track your AI literacy journey using the SeedStacking™ framework.
Instead of just reading about AI skills, you can now drag cards through the four growth phases as you build real fluency:
🌱 Seed — Planted → You've identified a skill or tool to learn
🌿 Sprout — Cultivating → You're actively learning (tutorials, docs, experiments)
🌳 Grow — Connecting → You're applying it to real work and projects
🌾 Harvest — Transformed → You've mastered it and can teach others
The Boards
SeedStacking™ Community Board — Create a card for each AI skill you want to build. The whole community can see each other's progress. Celebrate wins together.
AI Tool Mastery Tracker — Eight AI tools are pre-loaded (Claude, ChatGPT, Gamma, Canva AI, NotebookLM, Zapier, Prompt Engineering, AI in the Classroom). Assign yourself to the tools you're learning and track your mastery.
Weekly Seed Challenge — Each week's challenge gets its own board. Accept the challenge, work it, submit your results, and earn your Seed.
How to Start
Click 📋 My Boards in the top navigation bar. Open the SeedStacking™ Community Board and create your first card — what AI skill are you working on right now?
Every card you drag to 🌾 Harvest is proof that SeedStacking™ works. Let's grow together.
— Professor Dean
🌱 Today's Teaching Topic: A Beginner's Guide to Google NotebookLM
Google gave everyone a free AI research assistant — and most people still don't know it exists.
NotebookLM is different from ChatGPT or Gemini because it only works with YOUR sources. Upload your PDFs, Google Docs, websites, or YouTube videos, and it gives you grounded answers with citations — no hallucinations, no internet guesswork.
But here's the part most people miss: the Studio panel. One click turns your uploads into flashcards, quizzes, study guides, slide decks, and even full podcast-style Audio Overviews.
Quick start:
- Go to notebooklm.google (free with any Google account)
- Create a notebook and upload your sources
- Ask questions AND explore the Studio panel
- Try an Audio Overview — it will blow your mind
💬 Discussion question: If you could upload ONE document or resource into NotebookLM right now, what would it be and why? Drop your answer below!
👉 Explore more AI tools and strategies at HarvestKernel.com
New data just dropped: teens and parents are split 52/52 on whether AI in school is innovation or cheating.
In your experience, where does the AI conversation go wrong between students, parents, and schools? What is the one thing that would fix it?
Friday Discussion: Is the "Safe Career" Dead?
Bill Gurley says the workers who followed the traditional playbook — good school, safe job, climb the ladder — are now the MOST vulnerable to AI disruption.
His argument: people who are disengaged from their work, who never developed genuine passion for what they do, are the easiest to replace with AI. Meanwhile, workers who love their craft and actively build new skills have what he calls "free honing" — improvement that happens naturally because they care.
Here's what I want to explore with you today:
When you think about your own career or your students' futures — do you think passion and adaptability really matter more than credentials in the AI age? Or is that just something tech billionaires say?
I'd love to hear from educators who are helping students navigate this shift, AND from professionals who are feeling the pressure firsthand. What does career resilience actually look like in practice?
🎓 Today's Teaching Topic: Google NotebookLM Studio & Diverse Learning Styles
NotebookLM lets you upload your own materials — lecture notes, PDFs, YouTube videos — and generate audio overviews, mind maps, quizzes, flashcards, and more. All grounded in YOUR content with citations.
I call the strategy the Learning Style Stack: upload once, generate three formats (Audio Overview + Mind Map + Quiz), and share with students. They choose their pathway. Zero extra prep time.
Quick question for the community: What's one lesson or document you'd love to see transformed into multiple formats? And which format would help your students most — audio, visual maps, or interactive quizzes?
🔗 Try NotebookLM free: notebooklm.google