Human accountability

How AI is used

AI can accelerate a build. It cannot own the outcome.

Development

AI-assisted tools may help draft code, tests, documentation and content. Laszlo reviews, tests and remains responsible for work delivered under his name.

Project data

Client data and private code are not submitted to third-party AI services without appropriate authority. Public demonstrations use fake, anonymised or public data.

External actions

Proposal submission, client communication, deployment and other consequential external actions remain human-controlled.

Claims

AI is not used to invent testimonials, revenue, adoption or client outcomes. Project pages distinguish prototypes, working systems and retired experiments.