Diagnose AI Failures
Identify why an AI output failed and fix the underlying issue with better context, instructions, model choice, or task design.
Course
Nate Grahek AI Educator @ The Rundown University
Learn the fundamentals, give AI the right context, and build repeatable workflows in ChatGPT and Claude.
5 chapters · 1h 15m
A beginner-friendly reset that makes the core AI concepts clear, explains inconsistent results, and gives you a practical system for prompting, reusable context, and repeatable work.
Identify why an AI output failed and fix the underlying issue with better context, instructions, model choice, or task design.
Use models, tokens, context windows, reasoning, tools, and agents in practical terms to make better workflow decisions.
Create reusable personal, role, company, and project context so AI can produce more relevant work from the start.
Set up AI projects with durable instructions, knowledge files, templates, and examples for repeatable knowledge-work outputs.
Reduce context rot by starting fresh conversations while preserving important knowledge in reusable project environments.
Apply a staged workflow that gathers context, shapes direction early, invites pushback, and generates final outputs only when the plan is sound.
1 part · 5 chapters
Nate Grahek AI Educator @ The Rundown UniversityNate is a SaaS founder and Fractional CMO who helps product-driven businesses build marketing systems that actually work — without the fluff. He's spent years helping founders and operators cut through marketing complexity and put the right things on autopilot.
At Rundown University, Nate brings that same hands-on, no-jargon approach to AI education. His workshops and courses focus on practical automation and AI workflows you can deploy the same day — no engineering background required. If you've ever wanted to use AI to get your time back, Nate shows you exactly how.
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That workshop became Your AI Reset Workshop. The complete recording, slides, prompts, and resources are on this page, and a $29/month membership unlocks all of it today.