Research Agenda

If Sovereign Location is more than a slogan, a protocol-adjacent intuition, or a useful cluster of arguments, it must eventually support a real research agenda.

That agenda should be broader than implementation work alone. It should include conceptual clarification, formal modeling, institutional analysis, cryptographic design, governance theory, comparative study, and specification work. A field matures not merely by building systems, but by understanding more precisely what kinds of systems are being built, what assumptions they rely upon, what kinds of consequences they can responsibly support, and what standards they should ultimately meet.

This page outlines some of the most important areas for continued work.

Its purpose is not to imply that every question can be settled quickly, nor that the field should harden prematurely into doctrine. It is to suggest that the ideas gathered under Sovereign Location are now mature enough to justify a more deliberate program of inquiry.

Why a Research Agenda Is Needed

Many emerging technical fields begin by borrowing language from older domains.

They rely on analogy, prototype, intuition, and partial overlap with adjacent disciplines. That stage is necessary, but it cannot last forever. If the subject is real, the work eventually becomes more demanding. Concepts have to be sharpened. Failure modes have to be named. Competing architectures have to be compared. Core assumptions have to be made explicit. Claims of security, privacy, neutrality, and reliability have to become more than rhetorical posture.

Presence adjudication has reached that threshold.

The field now needs work that does more than advocate, prototype, or describe. It needs work that makes the subject more formal, more comparative, more legible, and more assessable.

That is what a research agenda is for.

Formal Semantics of Presence Claims

A mature field needs more precise semantics for the claims it handles.

Questions that deserve deeper treatment include:

• how regions should be represented
• how temporal intervals should be expressed
• what it means to satisfy a presence condition
• how threshold, dwell-time, and continuity conditions should be modeled
• how ambiguity at boundaries should be handled

Without stronger formal semantics, interoperability and comparative evaluation remain weak. Claim systems remain harder to compare, proofs harder to interpret, and disputes harder to reason about cleanly. This is one of the most important foundations for later specification work.

Claim Typologies and Risk Tiers

Not all presence claims are alike, and a serious field should not behave as though they are.

Research is needed on how to classify claims by:

• consequence level
• privacy sensitivity
• reliance intensity
• expected dispute rate
• required finality strength
• suitable capital security envelope

This matters because one of the easiest mistakes in early system design is to assume that a single evidentiary and economic model can serve every use case equally well. A more mature field should be able to distinguish attendance claims from logistics claims, soft workflow triggers from high-consequence settlement conditions, and low-risk assertions from claims that place substantial value or liability at stake.

Private Region Membership and Bounded Disclosure

One of the most important technical areas is the development of better mechanisms for proving bounded claims without unnecessary disclosure.

This includes research into:

• private region membership
• threshold and interval proofs
• selective reveal under dispute
• commitment structures for future escalation
• proof systems that support ordinary privacy while retaining challengeability

This is not only a cryptographic agenda. It is also an evidentiary agenda. It asks what exactly should be provable, at what level of abstraction, under what disclosure modes, and with what paths for escalation. In a field where privacy and verifiability are often treated as crude opposites, this work is central.

Measurement Integrity and Observation Models

A Presence Proof System is only as useful as the observation model from which it begins.

Important research questions include:

• how to model trust in measurement sources
• how to detect spoofing, relay, or fabrication attacks
• how multiple observation sources can be combined
• how to distinguish device output from real-world presence more robustly
• how to reason about observation quality under adversarial conditions

This area matters because proof validity does not by itself resolve measurement truth. A system may prove something rigorously about dishonest or poorly grounded inputs. A field that takes presence seriously must therefore put more effort into the epistemic status of observation itself.

Trust Taxonomies for Type 6 PAS

The site already argues that trust does not disappear in Type 6 systems. It is redistributed and disciplined.

Further research should deepen this into a more formal taxonomy of trust surfaces, including:

• measurement trust
• prover trust
• verifier trust
• challenger trust
• publication trust
• governance trust

This would make comparative system analysis much stronger and could eventually support specification-grade trust disclosures for PAS design. It would also help move discussion beyond the empty contrast between “trusted” and “trustless,” which has obscured more than it has clarified.

Security-Capital Modeling

Type 6 PAS require more rigorous ways of relating economic exposure to adjudication consequence.

This includes work on:

• security-capital surfaces
• claim-class specific security envelopes
• correlated stake risk
• off-protocol incentive modeling
• watcher incentive adequacy
• challenge latency versus attack realization timing

This area may become one of the most distinctive research contributions of the field, because it addresses a problem that is often discussed casually but modeled weakly. If presence claims can unlock consequences much larger than the protocol-visible value around them, then a serious field needs stronger ways of understanding what the system is actually securing.

Finality Models and Reliance Thresholds

More work is needed on the different kinds of finality a PAS may provide and how those forms of finality relate to downstream use.

This includes:

• evidentiary finality
• dispute finality
• publication finality
• reliance finality
• override models
• prospective versus retrospective rule changes

The goal should be to move toward clearer finality vocabularies and more use-case-sensitive finality design. In many systems, finality is spoken of as though it were a single property. In reality, different actors often rely at different thresholds and for different purposes. The field will need a more disciplined language here.

Dispute Architecture and Procedural Design

A serious PAS depends not only on ordinary proof, but on credible correction.

Research is needed on:

• challenger classes
• dispute burden calibration
• evidence escalation paths
• griefing resistance
• dispute cost balancing
• interaction between privacy and challengeability
• when and how external institutional escalation should occur

This area is especially important because many systems appear strong in ordinary operation but weak in adversarial review. A field that cannot explain how correction works under pressure is still at an immature stage of institutional design.

Governance, Constitutional Design, and Neutrality

Governance is often discussed too loosely in technical systems.

A richer research agenda should explore:

• which parameters are structurally constitutional versus merely operational
• how governance powers should be layered
• which changes should be prospective only
• how emergency powers should be bounded
• how neutrality can be preserved under evolving governance
• how governance disclosures should be standardized

This is one of the most important bridges between protocol architecture and institutional theory. A serious field needs to understand not only how systems verify claims, but how they govern the conditions under which verification remains credible over time.

Specification Families for Type 6 PAS

Over time, the Design Space section may point toward more formal specification work.

Possible specification families include:

• core concepts and claim semantics
• privacy and disclosure modes
• trust and governance disclosure
• dispute and finality models
• economic security and consequence envelopes
• conformance criteria for serious Type 6 PAS

This would be a major undertaking, but also one of the most valuable long-term outcomes of the site. A field becomes more legible when its best ideas can be stated in forms others can compare, discuss, and assess. Specification work is one of the ways a body of thought begins to mature into shared infrastructure for further research and critique.

Interoperability With Adjacent Systems

Presence claims rarely exist alone.

Research should also examine how PAS outputs might interoperate with:

• identity systems
• credential frameworks
• access control systems
• contractual systems
• audit and compliance workflows
• legal and regulatory reporting structures

The challenge is to achieve composability without losing boundedness or collapsing back into centralized data aggregation. This is a domain where technical architecture, privacy design, and institutional fit intersect very directly.

Historical and Comparative Study

The field would benefit from deeper comparative work across older and newer Presence Adjudication Systems.

This includes studying:

• affidavits and witness systems
• inspector and regulator models
• centralized platform evidence practices
• signed attestation systems
• decentralized economic adjudication models

Such work helps prevent the field from imagining itself as wholly unprecedented. It also sharpens judgment about what genuinely changes in the move to digitally native systems, and what older institutional forms still do better than newer ones.

Public-Language Work

Not all research should be technical.

A field that cannot explain itself outside specialist circles remains fragile. Clear conceptual writing, public-language explanations, taxonomies, durable metaphors, and explanatory comparisons are part of the research agenda too. They help establish shared vocabulary and make the field discussable by people who are not protocol designers.

This is one of the reasons this site exists in the first place.

Toward a Real Field

A research agenda matters because it signals that Sovereign Location is not only an argument about what should be built. It is also an invitation to clarify, test, compare, and formalize a set of emerging ideas.

Some of the work ahead will be conceptual. Some will be technical. Some will be institutional. Some will eventually become specification work. Taken together, that is how a design space begins to mature into a field.

This page is not the last word on that agenda.

It is a declaration that there is one.