
Apr 24 2026 · Piotr Płoński
AI gave me a perfect report. I still didn’t trust it.
AI generated a perfect data analysis report—but without visible code and workflow, it’s hard to trust the results. Here’s why transparency matters.

AI generated a perfect data analysis report—but without visible code and workflow, it’s hard to trust the results. Here’s why transparency matters.

We describe how conversational notebook works in MLJAR Studio. It is a virtual AI Data Analyst that can answer data analysis questions using Python behind scenes. It was created on top of Jupyter notebook but has user frinedly design and is AI powered.

Learn how AutoResearch by Andrej Karpathy works and how autonomous AI agents can run machine learning experiments. See a practical implementation with AutoLab.