Artificial Intelligence exploration project

BUMAI

A small, independent lab exploring what AI can build, break and reveal — documented in the open, one experiment at a time.

From curiosity
to working systems.

BUMAI treats AI as a craft, not a black box — every idea gets built, tested, and written up so the reasoning stays visible.

What BUMAI explores

Five threads that most experiments fall into — from raw research to shipped, working tools.

01

AI Research

Reading papers, running small studies, and tracking how fast the frontier actually moves.
02

Prototypes & Tools

Working software, not slideware — agents, pipelines and utilities built to be used.
03

Field Notes

Honest write-ups of what worked, what broke, and what it took to fix it.
04

Open Source

Configs, scripts and templates released so others can skip the same dead ends.
05

Automation

Turning one-off scripts into small systems that keep running without babysitting.