Longitudinal computational behavior
How computational systems behave when they persist across long time horizons rather than being reset between evaluations.
Independent research laboratory · Kentucky, United States
Growing Research and Infrastructure Laboratories
We build experimental infrastructure for studying computational systems across persistent worlds and long time horizons — and we keep the record of what happens in them.
Every claim on this site is labelledKnown · Observed · Inferred · Hypothesized · Unknown
The laboratory builds worlds.The child learns.
The laboratory's job is to construct worlds worth studying, to instrument them well, and to preserve their history. What develops inside them — if anything — is the subject of the experiment, not its premise.
Within Project Second World, "child" is a research term for a developmental computational subject whose behavior changes through accumulated experience. The term does not imply consciousness, sentience, or human equivalence.
What we study
Complex systems, observed over time
Most evaluation of computational systems is short and stateless. The laboratory is interested in the opposite regime: systems that persist, accumulate experience, and can be observed for as long as it takes.
Persistent learning and memory
Whether, and how, accumulated experience changes a system's later behavior — and how to tell genuine accumulation from its imitation.
Evidence handling and belief revision
How a system treats new evidence, revises what it holds, and whether its revisions track the evidence or the observer.
Reproducibility
Whether an experimental history can be replayed and produce the same record, and what has to be preserved for that to be possible.
Observability and provenance
Instrumenting worlds so that what happened is recorded, attributable, and preserved — without the instrument changing the experiment.
Experimental governance
The rules under which interventions are proposed, authorized, executed and recorded, so that autonomous experimentation stays scientifically accountable.
Flagship research program
Project Second World
A long-running experimental computational environment for studying systems that develop through persistent experience inside controlled worlds.
Rather than assuming the desired outcome, the laboratory constructs environments, instruments them, preserves the experimental history, and observes what happens. The world is controlled. The record is kept. The conclusions come last.
- The laboratory
- Builds and operates the world, sets its rules, decides when and how to intervene, and preserves the record.
- The subject
- The developmental computational system living inside the world. It is what is being studied — not the laboratory's product and not its spokesperson.
- The observations
- What the record shows, and what the laboratory concludes from it. Labelled as observation or as interpretation, and never confused with either of the above.
Research principles
How the laboratory holds itself to account
Ambitious questions call for conservative claims. These principles govern how experiments are run and how results are reported.
The outcome is not assumed.
The laboratory constructs an environment, instruments it, and observes. Whether intelligence or any other complex behavior emerges from a developmental system is an empirical question, not a premise.
The subject is not steered toward the researcher's preferred conclusion.
Interventions are recorded, bounded, and separated from observation. A result the laboratory wanted is treated with more suspicion, not less.
A null result is meaningful.
Negative results are preserved and reported with the same care as positive ones. An experiment that shows nothing emerged still shows something.
Evidence is preserved before it is interpreted.
Experimental history is retained as it was recorded. Interpretation happens afterwards, on the record, and is labelled as interpretation.
Claims are labelled by what supports them.
Every experimental statement on this site is marked Known, Observed, Inferred, Hypothesized or Unknown. Marketing does not get to promote a hypothesis to a fact.
Current work
Where the laboratory's effort is going
The program is early. What follows is a description of active work, not a list of accomplishments.
Operating and instrumenting Second World
Running the experimental environment, extending its instrumentation, and improving how experimental history is captured and preserved.
Reproducibility and evidence preservation
Developing the practices that let an experimental history be retained, verified, and — where possible — replayed, so that claims made later can be checked against the record.
Experimental governance
Defining how interventions are proposed, authorized and recorded so that autonomous and semi-autonomous experimentation remains scientifically accountable.
Preparing public disclosure
Writing the first public research documents and designing the Observatory — a controlled window into selected experiments.
Unknown
Whether intelligence, or any other complex behavior of interest, emerges from the developmental systems studied in Second World. The laboratory does not claim that it has. This is the question the program exists to investigate.
Observatory
A public window into Second World Coming soon
The Second World Observatory will provide a carefully controlled public view of selected experiments: timelines, developmental milestones, approved historical records, and research commentary.
Public observation will not mean access to the experimental infrastructure. The Observatory publishes approved records and aggregate information; it does not expose the world, the subject, or the systems that run them.
Research updates
Recent notes from the laboratory
Short, dated notes. Research results are published separately, in the Research Outputs library, once approved for release.
Public research site established
Growing Research and Infrastructure Laboratories publishes its public site, describing the laboratory's research themes, Project Second World, and the planned Second World Observatory. No experimental results are published at this time.
Contact
Researchers, reviewers, collaborators
The laboratory welcomes serious inquiries about its research, funding, and collaboration.
Contact categories and guidance
Disclosure boundary. The laboratory practices open science about claims and protected engineering about implementation. Requests for implementation detail sufficient to reconstruct Second World will be declined; requests to verify a published claim are handled under the disclosure policy. Claims across this site carry labels such as Known and Unknown — see how we describe evidence.