AI Compass
Compass

New150 pages · 285 use cases · 3 levels of detail

Understand AI and put it to work.

Every article can be read short or long. You decide on each page how much detail you need — from your first prompt to finished documentation.

Read the introductionCompass

150

Articles

285

Use cases

3

Levels of detail per article

4

Areas

UNDERSTANDAs much detail as you needOne article per topic. The control hides what you don't need right now — nothing is written twice.APPLYUse cases with a data sheetPurpose, data processed, where it is stored, and the limits — one page per task.STAY ACCOUNTABLEThe law sits with the topicThe EU AI Act and the GDPR appear where the task is described — not in a chapter at the end.

Areas

Every topic in the wiki, grouped by chapter.

6Getting startedIntroduction · What artificial intelligence is6AI in everyday lifeWriting and drafting · Learning and research15AI at workSales · Marketing12IndustriesBanking and insurance · Industry and manufacturing4PromptingPrompting basics · Prompt templates8MathematicsMaths overview · Linear algebra16Machine learningML overview · Supervised learning18Networks & language modelsNeural networks · Activation functions15Computer visionComputer vision · Images as data5Speech & audioNLP basics · Speech recognition13Compute & infrastructureWhy GPUs · GPU architecture7DataBuilding datasets · Measuring data quality5EU AI ActThe EU AI Act in outline · Risk classes4Data protectionData protection basics · Legal bases4EvidenceLogging · Approval process4ToolsChoosing tools · Evaluating new tools4AdoptionPiloting · Metrics4Operations & helpTroubleshooting · Reporting problems

Recently changed

Changelog
08/25/2026Choosing a modelOperations08/25/2026Choosing toolsOperations08/25/2026Evaluating new toolsOperations08/25/2026Local and open modelsOperations08/25/2026MetricsOperations
THE AI COMPASSFind out where you standEighteen questions, five minutes. After that you know where you stand, what comes next, and which learning path fits you.Take the compass
AI OPERATING PLATFORM

You don't have to know all of this yourself.

This wiki explains what needs doing. The LumeSec platform does it: it brings together what your AI systems are doing, holds them inside the agreed limits, and records the evidence as it goes.

See the platform
  • CorrelateOne picture of what your systems are actually doing.
  • ContainThe agreed limits hold at runtime, not just on paper.
  • AttestEvidence accrues in operation, not the week before an audit.
AI Compass — Understand AI and put it to work.