AI Fluency & Building · Internship Role
AI ADOPTION
Help teams use AI well. Find where it saves real time, teach good habits, and review AI outputs for quality before they ship.
SKILLS YOU'LL WALK AWAY WITH
AI fluencyWorkflow mappingOutput QAChange managementTraining design
PROOF-OF-WORK TASKS8 TASKS
Start at Beginner and work up. Every task produces something real you can show: a report, a tool, a guide or a demo. Publish it on LinkedIn or GitHub as your proof of work.
B
Beginner
LEVEL 01
- 01Interview 3 people (a student, a teacher, and a shopkeeper or office worker) about a weekly task that eats their time. Write a one-page 'AI could help here / AI should NOT help here' note for each.
- 02Create a one-page 'Good AI Habits' cheat sheet: how to give context, how to check facts, and what never to paste into an AI tool (passwords, personal data, client information).
- 03Take 5 AI-generated answers on topics you know well. Mark every error, vague claim and missing source, then publish a before/after review.
I
Intermediate
LEVEL 02
- 01Design a 30-minute 'AI at Work' workshop for a small team or college club, with slides, a live demo and a hands-on exercise. Run it and collect feedback.
- 02Build an AI output quality checklist (accuracy, sources, tone, bias, privacy) and test it on 20 AI outputs. Report how often each check caught a problem.
- 03Map one real team workflow end to end (for example, writing a weekly report), mark the steps where AI fits, and measure time saved before and after.
A
Advanced
LEVEL 03
- 01Write an AI adoption playbook for a 10–50 person startup covering approved tools, use-case tiers, review rules, data rules, and a 90-day rollout plan with success metrics.
- 02Run a 2-week AI adoption pilot with a real group (club, team or family business). Track usage and quality, then publish a case study of what worked, what failed and why.
HAND-PICKED FREE RESOURCES6 RESOURCES
FREE COURSE
Anthropic Academy
Free courses, including AI Fluency and Model Context Protocol, with certificates.
VISIT RESOURCE
FREE COURSE
Elements of AI
University of Helsinki's free intro to AI, with a free certificate.
VISIT RESOURCE
FREE COURSE
Generative AI for Everyone (DeepLearning.AI)
Andrew Ng's non-technical GenAI course. Free to audit.
VISIT RESOURCE
ARTICLE GUIDE
Google People + AI Guidebook
How to design AI into products and workflows people can trust.
VISIT RESOURCE
ARTICLE GUIDE
One Useful Thing (Ethan Mollick)
Practical research on how people actually work with AI.
VISIT RESOURCE
ARTICLE GUIDE
Anthropic Economic Index
Real data on which tasks people use AI for at work.
VISIT RESOURCE
