Kaush

ARTIFICIAL INTELLIGENCE & ETHICS · Germany Only

AI Literacy 101

Responsible AI integration for all practitioners in Germany. Support for EU AI Act obligations, tool evaluation, client disclosure. Supports Article 4 AI literacy requirement. Learn how to use AI ethically — and document that you did.

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€150 per participant · No VAT (§19 UStG) · Certificate and invoice within 24 hours.

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3 hours · Google Meet · In English · Every 2 months · Max 20 participants · Germany only · €150 · No VAT (§19 UStG)

LEARNING OUTCOMES

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What you’ll leave with

Six practical capabilities — and a personal AI workflow document to help you meet and document the Article 4 AI literacy requirement.

01 Understand what Article 4 means for your professional practice

Understand what Article 4 (AI literacy obligation) means for your professional practice — and what “sufficient AI literacy” may look like in documentation.

02 Evaluate any AI tool against a consistent framework

Apply the Basket & Ripeness method from the AI-KORP research framework to assess tools by category, data risk, and readiness — before you adopt them in client work.

03 Understand when and how the transparency obligations may apply to your work

Understand the EU AI Act’s transparency obligations (including Article 50) and when they may apply to your work. Draft clear, professional client-facing language that is honest without being alarming or creating legal exposure.

04 Identify which tools are safe for which tasks

Distinguish between generative tools safe for internal ideation, tools safe for client-deliverable content with disclosure, and tools that carry unacceptable data risks.

05 Protect your clients’ & employer’s data when using AI

Understand data sovereignty: what non-training clauses actually cover, when a private API is necessary, and how to structure your AI use so client IP is never exposed.

06 Build your personal AI workflow document

Leave the session with a completed AI workflow document — a structured record of which tools you use, how, and under what governance. Helps you meet and document the Article 4 AI literacy requirement.

WHY NOW?

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Your work may fall under the EU AI Act.

Article 4 — AI Literacy

“Providers and deployers of AI systems shall take measures to ensure, to their best extent, a sufficient level of AI literacy of their staff…”

says Article 4 of the EU AI Act.

If you use AI tools in your practice — for client-facing work — you may be considered a deployer under the Act, and the AI literacy obligation may apply. This course is a documented, structured way to support that requirement.

Article 50 — Transparency

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The EU AI Act requires deployers to disclose certain AI-generated or manipulated content — for example, deepfakes, or text published to inform the public on matters of public interest.

This affects anyone delivering AI-assisted design, copy, research, or imagery to clients in contexts where the transparency obligations apply.

The course covers when and how disclosure looks in practice.

Note: This course provides educational content on the EU AI Act. It is not legal advice. For compliance matters specific to your organisation, consult a qualified legal professional.

COURSE OUTLINE

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Five modules. Three hours.

Built around the AI Reference Workbook.
Each module produces a section of your personal AI workflow document.

01

The EU AI Act — what it actually says for practitioners
A clear-language walkthrough of the Act’s structure. Risk categories, prohibited uses, obligations by role (provider vs. deployer). What applies at the scale of a solo or small practice.
25 min

02

Article 4 in practice — meeting the literacy requirement
What “sufficient AI literacy” may mean concretely. How to document it. Why this course is a structured way to support — and evidence — that requirement.
20 min

03

Tool evaluation — the Basket & Ripeness framework
How to assess any AI tool: Creative, Spatial, Intellectual, or Process category. Stored/Sorting/Sourcing ripeness. Data risk, training clause, and appropriate use context for each class of tool.
35 min

04

Client disclosure — what to say, when, and how
Transparency obligations (including Article 50) in plain English. Draft disclosure language. Situations requiring disclosure, situations where it is good practice regardless, and how to frame it professionally without creating concern.
25 min

05

Data sovereignty — protecting client work when using AI
What non-training clauses actually cover. The difference between a consumer tier and a business/enterprise API. When a private deployment is necessary. How to audit your current tool stack for data risk.
20 min

+

Building your AI workflow document
Completing the workbook together. Tools you use, how you use them, governance decisions, disclosure templates. A live document you update as your practice evolves.
15 min

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IS THIS FOR ME?

This course is for you if…

  • You use AI tools in your professional work — for design, writing, research, analysis, or any client deliverable
  • You are tax-resident in Germany or deliver work to EU clients and want to understand your obligations under the EU AI Act
  • You have been using AI tools without a framework — and increasingly feel that approach is professionally and legally exposed
  • You want to disclose AI use to clients clearly and confidently — without it becoming a liability
  • You want a structured, documented AI workflow that you can show to clients, employers, or other relevant parties
  • You are a designer, writer, researcher, consultant, or any creative or knowledge practitioner working in Germany

WHAT’S INCLUDED

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Your AI Reference Workbook is designed to be kept up to date. + AI Reference Workbook

Multi-tab Excel. Tool audit log, Basket & Ripeness classification sheet, data risk checklist, disclosure template, and AI literacy record.

A living document that grows with your practice.

+ EU AI Act Summary Sheet

Plain-English summary of the provisions most relevant to solo and small-practice professionals — risk categories, Article 4, Article 50, prohibited uses. Included in the workbook.

+ Slide Deck PDF

The full session deck sent within 24 hours. Includes the Basket & Ripeness framework diagrams, disclosure template examples, and tool evaluation decision trees.

+ Certificate + Invoice

Personalised Certificate of Participation documenting your Article 4 AI literacy training, and an invoice — both within 24 hours. Useful for documenting compliance requirements.

3 hours · One session · In English · Every 2 months · New cohort each session · Max 20 participants · Small for real discussion · Google Meet · Link sent after payment ·

Resident in Germany

REGISTRATION IN GERMANY ONLY

Register for AI Literacy 101

Per Participant

€150

No VAT (§19 UStG) · One payment · Workbook included

  • 3-hour live session on Google Meet
  • AI Reference Workbook (multi-tab Excel)
  • EU AI Act Summary Sheet
  • Slide deck PDF — sent after session
  • Certificate of Participation within 24h
  • Invoice within 24h

REGISTRATION REQUIREMENT

Register via Stripe →
Joining from outside Germany? International registration is opening soon! We are currently upgrading our checkout system to seamlessly handle local VAT and tax compliance for global participants.

🔒 Stripe · Confirmation email sent immediately

Early Bird & Summer Discounts Available

A discount code for the first 10 registrants (Earlybird) and a Summer discount code valid until 15 July 2026 are available on this course.

Drop me a message to receive your code before registering.

Send a message →

Germany only. The course covers EU AI Act obligations. The session is entirely in English. You do not need to be physically in Germany on the day of the session, but you must buy the course in Germany.

Invoiced by Kaush, Freiberufler, Germany. No VAT charged per §19 UStG.

Tool Index
Neural Asset Pipelines
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Kaush

Designer, spatial planner, researcher, and author based in Germany.

I developed the AI-KORP research framework — an independent study into automated design taxonomies using AWS (S3, Lambda, Rekognition, Bedrock) — as a practical demonstration of responsible AI integration. The AI Literacy 101 course translates that research into a framework any practitioner can apply.

I teach from practice, not from policy documents. Everything in this course is a method I apply in my own work.

AI-KORP & Digital Innovation →

About & credentials →

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FAQ

Common Questions

It supports meeting the Article 4 AI literacy requirement by providing documented, structured training.

Does this course make me EU AI Act compliant?

Completion is evidenced by the Certificate of Participation. However, full compliance is a broader organisational responsibility — this course covers the literacy requirement, not the full regulatory picture. Consult a legal professional for your specific situation.

Do I need to be physically in Germany?

No — you can join the session from anywhere. You do need to be tax-resident in Germany and file taxes here. For our tax, VAT, and invoicing compliance, your billing address at checkout must be in Germany.

Do I need a technical background?

No. The course is designed for designers, writers, consultants, researchers, and other practitioners — not developers. No coding, no technical infrastructure knowledge required.

I only use ChatGPT occasionally — does this apply to me?

If you use AI in any client-facing context — even occasionally — you may be considered a deployer and the Article 4 AI literacy obligation may apply. The course helps you understand the scope of your obligations and document your approach proportionally.

How current is the EU AI Act content?

The course is based on the EU AI Act as in force and reflects the 2026 Digital Omnibus’s timeline changes to related provisions (e.g. deferrals for high-risk obligations and Article 50(2) watermarking for legacy systems). The core obligations taught in this course — Article 4 AI literacy and the deployer transparency duties under Article 50(1)/(3)/(4) — are unaffected by the Omnibus and still apply on their original timeline. Course materials are updated before each cohort. However, always verify current obligations with a legal professional.

Will the session be recorded?

No. The session is live only. The full slide deck PDF is sent within 24 hours so you have a complete reference without needing to take notes.

Can I get a refund?

Full refund if requested more than 7 days before the session. If you can’t attend, your registration transfers to the next monthly cohort. See the Terms & Conditions.

Can my employer pay for this?

In principle, yes — an invoice is provided within 24 hours. Whether it qualifies as Fortbildungskosten for your employer depends on your contract and their internal policy.

For any questions related to the course, do get in touch with me.

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This course provides educational information on the EU AI Act. It is not legal advice. For compliance matters specific to your organisation, consult a qualified legal professional.