Whybook is a JupyterLab extension, a research prototype that explores how to close the understanding gap in data analysis: the divide between what AI can effortlessly produce and what the analyst can understand without scratching their head for hours.
Comments
redsquirrel12•43m ago
I built it to explore a few things:
1. how to help analysts stay on top of the analysis when agents can output it faster than they think
2. how much of the sensitive analysis/workflow augmentation can be done using local models on standard machines (targeting 2026 laptops) with only the summaries leaving the computer to be processed by a frontier
3. what interactive computing UI such as Jupyter should offer under assumption that coding is solved by AI, but human understanding is the bottleneck
redsquirrel12•43m ago
1. how to help analysts stay on top of the analysis when agents can output it faster than they think
2. how much of the sensitive analysis/workflow augmentation can be done using local models on standard machines (targeting 2026 laptops) with only the summaries leaving the computer to be processed by a frontier
3. what interactive computing UI such as Jupyter should offer under assumption that coding is solved by AI, but human understanding is the bottleneck
Repository: https://github.com/openteams-ai/whybook