AI Transparency

How JPKCom DB uses artificial intelligence (AI) to create, correct and verify content — and where its limits are.

On JPKCom DB I use artificial intelligence (AI) as a tool at certain points when producing content. This page discloses where and how that happens — and what you should not rely on blindly.

How AI is used

Content is produced with varying degrees of AI support:

  • Correction: Texts are partly checked and revised with AI for spelling, grammar and clarity.
  • Verification: Facts, commands and code examples are partly cross-checked with the help of AI.
  • Creation: Individual pieces of content or text fragments are partly generated with AI and then edited editorially.

The degree varies by content — from purely human-written to AI-assisted creation and review.

What this means

AI is a tool here, not an author with final responsibility. Editorial responsibility for the published content lies with me, Jean Pierre Kolb. AI output is not published unchecked but treated as a draft or a cross-check.

Possible errors & incompleteness

Despite review, content may contain errors, be incomplete or out of date — this applies to AI-assisted texts just as much as to purely human-written ones. Information is provided without warranty as to accuracy, completeness or timeliness. Verify safety- or business-critical steps (e.g. commands, configurations, code) yourself before use. Use is at your own risk; the content is no substitute for professional advice in individual cases.