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Bean Labs

Researching the boundaries of autonomous financial intelligence.

A research initiative by Beancount.io

Recent research notes

Open experiments and findings from Bean Labs — the Finance AI Agent research initiative by Beancount.io.

Browse the research log

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How we approach research

Plain-text first

Start with plain-text ledgers so the inputs remain readable, portable, and open to inspection.

Reproducible by default

Make the inputs, methods, and limitations explicit so others can examine and build on the work.

Open findings

Publish research notes openly and invite the community to question, extend, and improve the findings.

Follow the research

Read the published notes and follow the next questions in the research log.