Tag

AI literacy

16 articles

AI Project Management · ARTICLEMEMBERS

AI adoption is change management

Enable employees instead of just rolling out tools

AI literacy AI & work Human & AI Responsibility

AI Project Management · ARTICLEMEMBERS

Method Competence Instead of Tool Dependence

Why we need to learn how to learn.

Method competence Transfer competence AI literacy Method selection

AI Data Engineering · ARTICLEMEMBERS

AI literacy is not a one-off training session

An attendance record proves that someone was present. It does not prove that they can detect a false AI output, protect sensitive data, override a decision effectively or stop at the right moment.

AI literacy AI Act Governance Consulting

Prompt & Context Engineering · ARTICLEMEMBERS

What a good AI skill really is

Not a personality trait or a decorative title, but a clear, tested capability: what it is for, what it needs, what it delivers and where it stops.

Skill Capability AI literacy

Prompt & Context Engineering · ARTICLEMEMBERS

Test, don't admire

Positive, negative and repairable AI scenarios: how an impressive answer becomes a working tool you can trust within clear limits.

Testing Quality work AI literacy

Prompt & Context Engineering · ARTICLEMEMBERS

The prompt library

From one-off prompts to tested building blocks: why reusable instructions become valuable only when they have a purpose, a test and a version.

Prompt library Reuse AI literacy

Prompt & Context Engineering · ARTICLEMEMBERS

A second model is not a luxury, but quality work

A first draft does not need blind trust. It needs an independent counter-reading.

Review Quality work AI literacy

Prompt & Context Engineering · ARTICLEMEMBERS

The three-part AI workspace

Why a clear division of roles — workhorse, sparring and source check — leads to better decisions than using one chat for everything.

AI workspace Workflow AI literacy

Prompt & Context Engineering · ARTICLEMEMBERS

A second brain for people and models

How a readable knowledge system grows from notes, decisions and connections.

Second Brain Knowledge management AI literacy

Prompt & Context Engineering · ARTICLEMEMBERS

Turn chat chaos into knowledge

How to turn valuable conversations into a clear working state — without a copy-and-paste marathon.

Migration Context Engineering AI literacy

Prompt & Context Engineering · ARTICLEMEMBERS

The hand-off

Transfer an AI project without losing information — a small document that turns a conversation back into a workable project.

Context Engineering Hand-off AI literacy

Prompt & Context Engineering · ARTICLEFREE

A context window is not memory

Why long chats need a hand-off before they become unclear.

Context Engineering Context window AI literacy

Prompt & Context Engineering · ARTICLEFREE

No master prompt replaces a solid data foundation

Why better outcomes usually begin with better materials.

Context Engineering Data quality AI literacy

Prompt & Context Engineering · ARTICLEFREE

When AI starts prompting you

How to read an answer without quietly adopting its direction.

AI literacy Critical thinking Human & AI

Prompt & Context Engineering · ARTICLEFREE

Your AI Work Profile

What a machine needs to know about you — and why the most useful personalisation does not begin with a master prompt.

AI work profile Context Engineering AI literacy

Prompt & Context Engineering · ARTICLEFREE

The Prompt Is Not the Beginning

Why a good AI dialogue starts with the right starting point

Prompt Engineering Context Engineering AI literacy

Context Engineering6 Human & AI2 Quality work2 AI Act1 Consulting1 Data quality1 Capability1 Governance1 Hand-off1 AI workspace1