Start here
The free tool below runs entirely in this browser — no account, nothing stored or transmitted. Redact anything you would not want kept before you type it.
Open the companion tool →Why targeted AI literacy beats generic tech courses
You do not need a computer science degree to effectively use AI tools for research, drafting, and data organization.
Learning prompt formulation, output verification, and data privacy principles provides immediate career utility.
The protocol
- Identify 1-2 core software tools widely used in your specific industry that have integrated AI features.
- Practice writing clear, structured prompts with context and constraints.
- Develop a habit of fact-checking and verifying all AI-generated outputs.
- Complete free, official vendor tutorials rather than expensive unverified bootcamps.
What the tool does
Identify relevant AI literacy skills and build a personalized learning plan. Runs in browser.
Limit first: This is a learning planning tool. It is not an accredited educational course.
Open the companion tool →One human next step
Dedicate 1-2 hours per week to practicing new AI workflows on non-confidential sample projects.
Research log and safety checks
AI-assist path: skill roadmap builder. §6.10: not a frontier-pace topic.
§0.5 protection result: category is job-skill-disruption; crisis-adjacent: no; fear/urgency/scarcity toolkit used: no. The protective function is free and the paid feature is convenience only.