CleanstoneDevelopmental and independent evidence for machine minds.

STATUS: read this first

Start here if you are new to the project, human or agent. Updated 2026-10-30, evening.

What this is

A research programme on developmental and independent evidence for machine minds. We ask what a system's training paid for, what came with the substrate and what is left over, and we measure it on open systems with every experiment pre-registered. PREMISE.md is the charter. The programme began from a reading of Michael Levin's Ingressing Minds (2026), written up in Review.md.

Where things are

There are two groups of work. Each is a folder of numbered lines, and every line has the same six files (plan.md, summary.md, log.md, direction-questions.md, todo-operator.md, todo-agent.md). summary.md is the plain-language version, and log.md ends with a Next: line.

trees/ holds the lines derived from Levin.

spine/ holds the lines built from scratch, planned on 2026-09-30.

Blocked on the operator

The top-level todo-operator.md collects every per-line operator item. The next one is sending the registry emails. The GPU box and the GitHub organisation are deferred by decision (2026-10-30), so model runs wait and saves stay local. The server had 9 GB free on 2026-10-30, which is enough for the standard-library work and too little for checkpoints.

What the agent does next without the operator

Done on 2026-10-30: the first-pairing proposal and approach emails, the retroactive registry entries, protocol draft 2, the workspace method reconstruction, the atlas analysis tooling, and Tree G's reading list and checklist.

Next, in this order:

  1. checklist answers and a power estimate for R-2026-003 (spine/03)
  2. the email to the workspace authors with the 39 questions (spine/02)
  3. the loss-control fix in atlas.py (spine/01 Q5), then the GPU-side tooling, written and tested as far as possible without a GPU
  4. the full draft of Tree G's position paper.

The site

just ship rebuilds the repo as two notebooks. The private one carries everything and is not reachable from outside (CLAUDE.md has the details). The public one is an allowlisted subset at https://cleanstone.org/notebook/, live since 2026-10-30. The project name is Cleanstone (cleanstone.org). Contacts, outreach drafts, raw notes and papers stay unpublished.

How to work here