1. Exploration Progression
How does a project move from detection and characterization toward verification, dependency, and physical commitment?
The research identifies where ordinary exploration begins changing the structure of the future decision.
2. Evidence-State Sufficiency
What does the current evidence support at its present scale, resolution, provenance, and uncertainty?
Evidence may support interest, ranking, comparison, or bounded learning while remaining insufficient for infrastructure commitment.
3. Architectural Non-Uniqueness
4. Optionality and Irreversibility
Which materially different physical states remain consistent with the available evidence?
A decision becomes unstable when plausible states require incompatible architectures or produce materially different consequences.
4. Optionality and Irreversibility
4. Optionality and Irreversibility
4. Optionality and Irreversibility
Which actions preserve meaningful alternatives, and which begin making later refusal, re-siting, redesign, or termination less credible?
The research considers both physical irreversibility and the institutional mechanisms through which commitment hardens.
5. Admissibility and Integrity
4. Optionality and Irreversibility
5. Admissibility and Integrity
When may a proposed commitment enter governed consideration?
After commitment begins, what conditions must remain true for its original decision basis to remain intact?
6. Institutional Translation
4. Optionality and Irreversibility
5. Admissibility and Integrity
How can scientific and analytical work be translated into bounded decision records without overstating claim maturity or transferring responsibility away from the decision holder?
Active Research Areas
The Permission Problem
Evidence, Authority, and Autonomous Action in Frontier Exploration
Research program examining how autonomous exploration systems should move from perception to bounded physical action when evidence remains incomplete, multiple physical interpretations remain plausible, and verification itself may alter the environment or future decision space.
The program asks:
- What does the available evidence justify?
- Which interpretations remain materially plausible?
- Which uncertainty can still change the decision?
- What disturbance or commitment would follow from the proposed action?
- What authority has actually been delegated?
- What conditions should require escalation, revocation, or human review?
Within the program, the Governed Exploration Autonomy Engine (GEAE) is the proposed evidence-conditioned authority and control kernel. It is designed to translate evidence state and proposed action into bounded, revocable permission or a requirement to verify, defer, escalate, or refuse.
Decision boundaries and exposure formation
Research into where ordinary planning, exploration, communication, or preparation becomes commitment-bearing exposure. This program examines commitment triggers, dependency formation, refusal credibility, escalation pressure, and the relationship between evidence authority and exposure.
Evidence-state sufficiency
Research into the evidence required for different decision burdens. The program distinguishes evidence adequate for detection, characterization, comparison, bounded verification, and infrastructure commitment.
Plausible states and architecture divergence
Research into how a single signal or model may remain consistent with several materially different physical realities. The program examines when those states imply incompatible project, mission, or infrastructure architectures.
Irreversibility and optionality
Research into how physical action, placement, topology, capital sequencing, authority transfer, and precedent affect the ability to refuse or redesign later.
Commitment integrity
Research into whether an active commitment remains within the assumptions, evidence, authority, scope, and conditions that originally supported it.
Cross-domain transfer
Comparative research into which decision structures remain stable across lunar, geothermal, critical-mineral, grid, marine, orbital, and autonomous-system contexts. Transfer is evaluated through shared decision structure.
Featured Research
Lunar surface infrastructure
The lunar program examines how remote evidence, subsurface ambiguity, access, disturbance, power placement, mobility, excavation, and resource dependency interact at the lunar surface.
The materials separate:
- signal detection from resource characterization;
- prospecting from site commitment;
- bounded verification from architecture hardening;
- and scientific interest from infrastructure-grade evidence.
Lunar South Polar ISRU illustrative case
A synthetic south-polar case examines whether volatile evidence may support prospecting and bounded verification while remaining insufficient for fixed, resource-dependent infrastructure.
The case is non-geographic and non-reliance. It demonstrates the research and production form without making a mission recommendation, site selection, resource certification, or field-validation claim.
Theoretical Foundations
1. Decision structures grounded in uncertainty, consequence, and control
Our decision infrastructure is grounded in established principles from decision theory, with explicit treatment of uncertainty, irreversibility, and value-of-information.
2. Decision theory and value of information
Research asks which additional evidence could materially change a decision and whether obtaining it preserves or consumes optionality.
3. Exploration as a decision problem
Exploration is treated as a sequence of choices under incomplete evidence, physical constraint, limited time, and asymmetric consequences.
4. Asymmetric risk and ruin
Some errors create delay or additional cost. Others can produce non-recoverable capital exposure, environmental harm, mission failure, or institutional lock-in. The research gives priority to failure modes that threaten survivability or credible exit.
5. Systems and coupling
Commitments rarely remain isolated. Sites, corridors, infrastructure, counterparties, power systems, access pathways, and public narratives can reinforce one another and create system-level fragility.
6. Decision governance
Authority, provenance, reliance, refusal, reconsideration, and responsibility are treated as first-class parts of the decision system.