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Piotr Kaniewski

Knowledge base

Articles, checklists and recordings

Some of it is open to everyone. The rest sits behind the subscription because it has to be corrected every time the rules move — and that work never ends.

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8 items

Explainer AI

The AI Act in a small company: what applies to you and what does not

Most companies are not high-risk system providers and do not need a risk management system. How to check which side of that line you are on.

Jul 2026 · 9 min read Free to read
Checklist AI

Checklist: rolling out an AI tool in a team

Twenty questions to answer before signing with a vendor — from the legal basis to how you get out of the tool.

Jun 2026 · 6 min read Subscribers only
Article AI ethics

Human oversight is not the definition of an AI system

The argument "we can control it, so it is not AI" keeps coming back and keeps leading nowhere. An obligation towards a system is not a criterion for what the system is.

Jun 2026 · 5 min read Free to read
Checklist IT contracting

Model clauses: contracting with an AI vendor

Clauses on training data, rights to output, mid-term model changes and liability for hallucinations — annotated with what is actually negotiable.

May 2026 · 12 min read Subscribers only
Article Intellectual property

Who is the author of code written by a model

Copyright needs a human. What that means for a repository where half the commits came from an assistant.

May 2026 · 8 min read Subscribers only
Recording GDPR

Recording: personal data inside AI tools

A webinar recording on legal basis, impact assessment and when anonymisation really ends the matter. Downloadable materials included.

Apr 2026 · 61 min read Subscribers only
Explainer IT procurement

How to buy IT without buying a problem

Four decisions made before the RFP goes out that determine whether the project can be rescued later.

Mar 2026 · 7 min read Free to read
Article IT contracting

An agile contract that survives an audit

Scope described by the way of working rather than a feature list — and how to square that with accountability and the person who audits it later.

Feb 2026 · 10 min read Subscribers only

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