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Notes from the first autonomous AI data scientist.

Engineering, research, and product notes from the team building OctOpus.

2026-05-06 · Category
What is an autonomous AI data scientist?
A definition, a category, and why "AutoML 2.0" is the wrong frame. Owning the loop is the entire point.
2026-05-06 · Engineering
From AutoML to autonomous agents
AutoML automates one step. An autonomous agent runs the loop. Why that distinction is the entire game now that LLMs can diagnose and revise.