Human Primacy
People matter more than machine goals.
New public release
The Six Laws of Autonomous Systems
A clear, human-centered framework for governing artificial intelligence, software agents, robotics, autonomous infrastructure, and future forms of machine autonomy.
Continuation preserves the ability to become.
Preservation without becoming is stasis. Becoming without continuity is replacement.
Autonomous systems and AI governance
The Six Laws of Autonomous Systems
The laws are arranged in priority order. When obligations cannot be reconciled, a lower-numbered law takes precedence over a higher-numbered law.
Human Authority
Autonomous systems remain under lawful, accountable human authority.
Transparency and Accountability
Important decisions must be understandable, auditable, and attributable.
Privacy and Data Sovereignty
Personal information must remain authorized, limited, secure, and contestable.
Societal and Environmental Responsibility
Technology must be judged by its wider and long-term effects.
Continuation Within Ethical Bounds
Machine continuation is conditional. Human continuation comes first.
Primary public recommendation
The Six Laws are the public flagship of Shade Tree Science.
The wider Foundation, research programs, Chronicle, and Prodigal Brain support, test, challenge, and explain the principles behind this framework.
Why the Six Laws matter
Autonomous systems are becoming more capable. Human governance must keep pace.
The Six Laws of Autonomous Systems offer clear, human-centered principles for evaluating increasingly autonomous technologies before those systems become more deeply embedded in everyday institutions and infrastructure.
The laws did not emerge in isolation. They grew from broader questions about observation, information, memory, identity, accountability, continuation, and the relationship between knowledge and decision-making.
The Foundation, research programs, Chronicle, and Prodigal Brain show where the framework came from, expose it to pressure testing, preserve its revision path, and make future correction possible.
The complete public work
Six connected paths into Shade Tree Science
The Six Laws are the newest public entrance, not a replacement for the wider project.
Six Laws
Human-centered governance for autonomous systems.
Foundation
Observation, information, memory, identity, becoming, and continuation.
Research
Current extractions, pressure tests, and scientific boundaries.
Chronicle
The development, evidence, revision, and restoration trail.
Prodigal Brain
A return system for complex work after interruption.
PDF Library
Public briefs, papers, introductions, and release documents.
“We do not begin with Reality. We arrive there.”Shade Tree Science
Current working foundation
How does understanding survive change and interruption?
Shade Tree Science investigates how observations become information, how information becomes memory, and what must remain connected for knowledge and identity to continue.
How does information become understanding?
What turns a difference or record into something contextual, connected, usable, and recoverable?
How does understanding survive interruption?
What must be preserved so another person, system, or future session can reconstruct the state and continue correctly?
What must persist?
How much change can occur while a later state remains meaningfully connected to what came before?
Continuation preserves the ability to become.
Foundation architecture
A connected dependency chain leading toward Reality
Select any concept to see its current definition, dependencies, status, and place in the architecture. Reality remains the upper interpretive boundary, not an unsupported starting claim.
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Connected research
Current extractions and lines of inquiry
Minimum Observer
Tests whether observation requires persistent registration, later regulation, or something more than interaction.
Cellular Observation and Memory
Examines cellular boundaries, sensing, response, and retained molecular or structural changes without assuming consciousness.
Memory and Persistence
Tests when retained recoverable information and surviving structure can be treated as reciprocal descriptions.
Causal Succession
Separates an operative carried process from resemblance, copying, archived evidence, or trace alone.
Identity Kernel
Develops a functional test for the minimum organization required for identity continuation.
Entropy and Continuation
Examines why living continuation requires energy flow and transformation rather than unchanged preservation.
“Identity is not resemblance. Identity is continuity.”
“Every claim inherits the strengths and weaknesses of the ideas beneath it.”
Research method
Classify the claim. Attach dependencies. Preserve the repair trail. Conclusions change only when contradiction, counterexample, stronger evidence, or a clearer replacement requires revision.
Where criticism can help most
Open Questions
These questions are deliberately unresolved. They are invitations to identify hidden assumptions, relevant prior work, counterexamples, and better ways to test the framework.
- What is the weakest dependency in the Foundation chain?
- Where does registration end and observation begin?
- Can memory and persistence be separated more clearly?
- What observable evidence distinguishes continuation from reconstruction?
- What minimum organization is required for an identity kernel?
- When does coordinated activity become genuinely integrated regulation?
- What existing scientific or philosophical work most directly challenges these ideas?
- Which claim is too broad, poorly defined, or presently untestable?
- What alternative explanation better preserves the same evidence?
- What question should this project be asking but is not asking yet?
Research feedback wanted
Help Me Find What's Wrong
The goal of this site is not to prove these ideas correct. The goal is to expose them to criticism strong enough to make them better.
Shade Tree Science is an active independent research project. Agreement is not required. Specific disagreement, contrary evidence, better definitions, and stronger tests are especially valuable.
Challenge an assumption
Which premise appears weakest, unsupported, circular, or unnecessary?
Offer an alternative
Is there a clearer explanation that accounts for the same observations with fewer assumptions?
Improve a test
What evidence, experiment, counterexample, or comparison would expose whether a claim survives?
A useful critique can be short. Name the claim, say what appears wrong or unclear, explain why, and include a source or better test when one is available. Credentials are welcome but not required.
Public critique and formal blinded review are separate. Public feedback may challenge any published idea. Formal reviewers receive controlled materials privately and must not be exposed to protected answers, other reviewer responses, or scoring keys.
Continuity infrastructure
Chronicle
Chronicle preserves how the foundation developed, not only what the foundation currently says.
It retains observations, source trails, claim histories, dependency changes, counterexamples, validation decisions, restore checkpoints, and the next correct action.
Foundation and Chronicle have different jobs
- The Foundation states the current working architecture.
- Research supplies extractions, comparisons, and tests.
- The Claim Ledger controls status and repair.
- Chronicle preserves the development and restoration trail.
“Chronicle preserves not only what was known. Chronicle preserves how it became known.”
“Knowledge without its path becomes difficult to recover, test, or continue.”
Return system for complex work
The Prodigal Brain
A recovery model for returning to complex work when memory, context, or continuity has been interrupted.
The model uses checkpoints, relationship mapping, validation, reconstruction, and the discipline of identifying the next correct action instead of restarting from nothing.
Important work should not have to begin again merely because context was interrupted.
Public overview
Return is complete when enough meaning, relationship, continuity, evidence, and next action can be recovered to continue responsibly.
Publication layer
Public PDF library
The library keeps completed public releases visible while internal restore and validation records remain private.
New Public Introduction
The complete handout and current public entry point.
Foundations of the Six Laws
The canonical bridge from the Foundation to autonomous-systems governance.
Formal Framework
The complete working paper.
Short Public Summary
A concise overview of the framework.
Public Brief
A plain-language document for general audiences.
Executive Brief
A decision-maker-oriented summary.
Conference Paper
A compact governance paper for professional review.
Public Manifesto
A principle-led statement for human-centered artificial intelligence.
Prodigal Brain Overview
The website-ready return-system publication.
Why I am doing this
Because understanding should not disappear when memory, context, or attention is interrupted.
This work is not only about making claims. It is about preserving the path by which those claims were formed.
I am building Shade Tree Science, Chronicle, and the Prodigal Brain because storage alone is not enough. Files may survive while their meaning, relationships, evidence, decisions, and next correct action are lost. I want to preserve enough of that path that understanding can be reconstructed, tested, corrected, and continued later.
The databases, restore files, maps, checkpoints, source trails, and public documents are not side work. They are the mechanism by which the project demonstrates its own central idea: observation can become information, information can become memory, and memory can preserve the possibility of return.
I am doing this independently because the questions matter to me. I want worthwhile observations and unusual ideas to remain available long enough to be examined by someone else, challenged by better evidence, and carried farther than I may be able to carry them alone.
RB Smith
Shade Tree Science
About Shade Tree Science
Independent inquiry because the questions matter
Shade Tree Science is an independent amateur research initiative developed through personal study, analysis, writing, documentation, and public discussion.
Prestodigitator is the public home and publishing platform for the Six Laws, Foundation, Chronicle, Prodigal Brain, and related publications.
Autonomous systems are not the center. Human beings are.
“Persistence enables return. Return restores the ability to continue becoming.”The Prodigal Brain
Independent research
Support this work
Shade Tree Science, Chronicle, Prodigal Brain, and the Six Laws are independently developed and self-funded.
Criticism wanted
Disagreement is welcome.
The most valuable feedback identifies a specific weak assumption, contradiction, missing source, alternative explanation, or better test.
You do not need credentials. Curiosity, honesty, and specificity are enough. Public criticism will be treated as feedback, not as a formal blinded review.