Glossary · Term

hypothesis tree

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Definition

Plain language

A case-board of research ideas where each card holds evidence, an interpretation, and a pointer to the code that tested it.

As stated in the literature

Arbor's central data structure: a hierarchy of hypotheses with attached experimental results and rewritten summaries propagated up to ancestor nodes, serving simultaneously as search frontier, long-term memory, and audit trail.

Why it matters: It gives a research agent one structure that doubles as its to-do list, its memory, and a record auditors can trace back through.

For example, each idea card holds the experiment that tested it, what the result means, and a link to the exact code that produced it, with lessons bubbling up to the parent cards.

Heard on the show

“The heart of it is a data structure they call a hypothesis tree, and the best way to picture it is a detective's case board.”
Episode 131 — Why Autonomous Research Agents Forget Their Own Lessons, and Arbor's Fix

Mentioned in 1 episode

  1. 131
    Why Autonomous Research Agents Forget Their Own Lessons, and Arbor's Fix

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