Quantum Inquiry is a research program examining the structure of inquiry through formal work, preregistered experiments, open-source tools, and autonomous-system demonstrations.
The work presented here makes claims about inquiry structure, constraint behavior, and artificial systems. Those claims are accompanied by inspectable evidence rather than presented as a closed theoretical account.
Preregistered experiments with publicly available designs and stated hypotheses.
Open-source simulation, analysis, and demonstration code.
Confirmations, null outcomes, reversals, and underpowered findings reported together.
Software and physical implementations that expose the mechanics for inspection.
The site can be entered through the formal question, the experimental question, or the implementation question.
The formal work asks whether WHO, WHAT, WHERE, WHEN, HOW, and WHY form a minimal necessary basis for primitive state-of-affairs inquiry, and whether each function is independent, jointly exhaustive, and non-redundant.
The MARL program tests interrogative emergence, regulatory constraint, recursive self-modeling, temporal integration, prosocial reward structure, emergent constraint fields, and failure modes such as specification gaming.
The implementation work turns inquiry, evidence, authorization, and state transition into inspectable system behavior. CRAS demonstrates pre-execution authorization on an autonomous robot; other tools expose reasoning and experimental structure for inspection.
Representative evidence is grouped by type. The homepage shows the entry points; the linked records hold the detail.
The theoretical work states the objects being claimed and the conditions under which those claims can be challenged.
Predictions are committed before results, then compared against observed behavior including null and reversed outcomes.
The record includes supported hypotheses, rejected hypotheses, null findings, inverted predictions, and explicit limitations.
These are executable or interactive artifacts rather than descriptions of what a future system might do.
The same program can be entered through theory, experiment, or implementation without reading the entire archive first.
Begin with the six-interrogative minimal-basis proof and the Q-State framework, then follow the formal claims into their empirical tests.
Geometric foundations →Begin with committed hypotheses and experimental designs, then compare them directly with the published results and failure cases.
Open the experiment record →Begin with systems that execute the mechanics, then trace backward to the claims, protocols, and evidence that motivated them.
Open a live system →The theoretical core and a working physical-system implementation provide two different ways to inspect the program.
A question is treated as structured inquiry rather than simply an absence of information. The framework connects the six-interrogative basis to the Ω → Δ → Φ → Ψ operator chain.
A pre-execution authorization runtime in which deterministic protocols govern whether an endpoint may execute. Demonstrated on a physical robot in a medication-delivery scenario.
Medium is where I freely explore ideas by asking questions and trying to answer them. These articles are not research claims or predictions. They are records of inquiry in progress.
Exploratory writing is kept separate from the formal research record so a question being examined is not mistaken for a claim being asserted.
Read on Medium →Selected recent publications and research artifacts. DOI links open the permanent Zenodo records.
AI is used to preserve context, translate structured thought into linear language, and enable external inspection—not as a substitute for researcher judgment. Read the full AI Declaration →
The repositories and published records are open for exploration, critique, replication, and extension. Methodological questions and falsification attempts are welcome.