Topic
Applied AI, responsibly
Where AI belongs in a serious process, where it does not, and how that boundary is enforced in practice.
How to make AI follow your company's method
Constraining a model to your company's methodology is not writing a better prompt or training your own model — it is taking out of its hands whatever cannot go wrong. Four layers: the method written outside the prompt and read at run time, the arithmetic in code, the banned list along with the vocabulary that replaces it, and a brake that stops the action instead of asking for good behaviour. In the Sistema Cuidar report that means AI writes 5 of the 15 sections and not a single number in the document came from a language model.
15 min read
15 min read
What can be salvaged from AI-generated code
What breaks in an AI-built product isn't ugly code: it's the boundary. In the app we audited, all eight server endpoints accepted unauthenticated requests — payment endpoints included — and any user's private data was readable by everyone else. None of it required a rewrite: the client kept shipping with the same AI after the foundation was fixed.
12 min read
12 min read