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Heidelberg AI Curriculum
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L02 · Responsibility level

Power user

Your team sees a bad document or a wrong figure

13books
T01-L0201

Trust but verify: checking output before it leaves your desk

At Level 2 Power user, your output can leave your desk. A bad figure may enter a team report; a missing condition may reach a collaborator or customer. You therefore need a checking routine that does not depend on whether an answer happens to feel suspicious.

Power user20 min
T02-L0202

Your daily driver: files, projects and memory

This mini-book is for Level 2 Power user. Your setup now influences documents that colleagues may read or reuse. A stale instruction, mixed-up client detail, or wrongly shared file therefore has a wider blast radius than a private chat.

Power user21 min
T03-L0203

Context engineering

This mini-book is for Level 2 Power user. Your answer may now enter a manuscript draft, supplier discussion, or team document. If the decisive source is absent, stale, or buried, your team can inherit a confident error even when the prompt itself is good.

Power user20 min
T04-L0204

A knowledge base your team can ask

T04-L02 · Your documents & knowledge · Level 2 Power user · 26 minutes

Power user26 min
T05-L0205

Automations with AI in the middle

T05-L02 · Automation · Level 2 Power user · 24 minutes

Power user24 min
T06-L0206

A tool from a prompt

Three colleagues share a sheet of invented sample records or internal requests. On Monday, one person sorts a single column and separates labels from statuses. On Tuesday, another overwrites a row. By Wednesday, nobody knows which view is current. Your team needs one place where an approved user can add, list, and...

Power user24 min
T08-L0207

Code without being a developer

You will use an AI coding assistant to produce one small script, understand its steps, and verify its result. Use only public, synthetic, or explicitly approved data. You remain responsible for every command you run and every file the script changes.

Power user34 min
T09-L0208

Consistent assets for your company or lab

You ask an image generator for eight illustrations for next week's review. Each prompt describes the subject correctly, yet the set looks assembled from eight unrelated projects. One image is photographic, one resembles a paper cut-out, two use different blues, and every object casts a different kind of shadow. A...

Power user45 min
T10-L0209

Clean a messy export

You are the Level 2 Power user preparing an export before a meeting. Its real header is on row four; dates have four formats; values mix mg/L, g/L, and missing. Last month's manual spreadsheet repairs cannot be reconstructed. A tidy result may hide a wrong conversion or wrongly removed duplicate.

Power user60 min
T11-L0210

A local model your tools can call

T11-L02 · Run your own AI · Level 2 Power user · 30-minute read

Power user30 min
T12-L0211

Privacy and labelling in everyday work

T12-L02 · Security, privacy & governance · Level 2 Power user · 30 minutes

Power user30 min
T13-L0212

Show a colleague: the 30-minute demo

T13-L02 · Adoption & enablement · Level 2 Power user · 20 minutes

Power user20 min
T15-L0213

Reproducibility with AI in the loop

This mini-book is for Level 2 Power user. An AI-assisted result may now enter shared research or company work. A colleague must be able to identify what you ran, repeat the attempt, and see whether the answer changed. A successful rerun does not remove your responsibility to validate the result.

Power user45 min
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Heidelberg AI Curriculum · 2026