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A conceptual framework exploring how experience-based decision-making can be structured as reusable decision graphs, without collapsing into “correct answers” or rankings.

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PoX (Proof of Experience)

A decision-graph framework for reusable experience-based options

  1. Intent/How to read this
  2. Problem Statement
  3. Core Idea
  4. What PoX is NOT
  5. Conceptual Flow
  6. Conceptual Model
  7. Key Concepts(Notion)
  8. Open Questions & Future Exploration
  9. Status

1. Intent (Purpose of This Document)

This document is not a protocol proposal or a product specification.

It is an exploration of whether experience-based decision-making can be formalized as a reusable structure

without collapsing into “correct answers” or a single, authoritative solution.

Rather than treating experience as advice or conclusions, this document examines whether the act of deciding, grounded in lived experience, can be represented in a structured and shareable form while preserving contextual plurality.

In particular, this document explicitly seeks critique and feedback on the following points:

  • Whether Decision Question can be considered a valid primitive (minimal unit) for representing decision-making
  • Whether ASV (Attestation / Shared Validation) genuinely avoids ranking, scoring, or hierarchical dynamics
  • At what points this model would break down or reach its limits in real-world operation

2. Problem Statement

Why Existing Q&A and Knowledge-Sharing Systems Are Insufficient

In today’s information environment,

while there is an abundance of “correct answers” and success stories,

there is a structural gap in how people determine which options fit their own situation and translate that judgement into action.

Most existing Q&A and knowledge-sharing systems primarily focus on:

  • outcomes (answers / best practices)
  • generalized knowledge
  • ranking or prioritization through voting and evaluation

However, they rarely preserve the structure of decision-making itself, including:

  • the context in which a judgement became valid
  • the assumptions and constraints under which a choice was made
  • why alternative options were not selected
  • what new context emerged as a result of that judgement

As a result, even when information exists,

it often cannot be referenced in a way that makes

“what should I do next?” judgable within one’s own context.


Difference in Scope Compared to InfoFi

While InfoFi primarily addresses:

the valuation, prediction, and marketization of information,

PoX focuses on an earlier and more fundamental stage:

the state in which judgement itself cannot yet be formed.

Accordingly, this document does not address InfoFi-style mechanisms such as correctness evaluation, pricing, or value computation.

Instead, it focuses on the structural question of:

how judgability is generated, and how it can be shared,

prior to evaluation, prediction, or market dynamics.


3. Core Idea

Treating Experience as a Set of Options, Not as “Answers”

PoX treats experience-based decision-making

not as the presentation of a single “correct answer” or prescriptive advice,

but as a structured way to surface and share options.

Specifically, PoX is a framework designed to:

for a given Decision Question (a question oriented toward taking action),

construct and share a context-validated set of options,

thereby making the uncertainty inherent in that question explicit and visible.

The basic flow is as follows:

Decision Question → Option → Attestation → Fork


① Decision Question

A question that arises from a state in which action cannot be chosen

due to context-dependent indeterminacy.

② Option

An experience-based option, presented in relation to a specific Decision Question,

with its relevant context explicitly attached.

③ Attestation

A context-aware statement of validity regarding an Option,

expressing how and under what conditions it holds.

④ Fork (a new Will emerging from context)

A divergence or reinterpretation generated by differences in context,

resulting in a new direction or Decision Question.


4. What PoX Is NOT

  • ❌ A system for determining “correct” answers
  • ❌ A voting-, ranking-, or evaluation-based hierarchy
  • ❌ A market for predicting or betting on the future
  • ❌ A mechanism for overturning or invalidating past decisions

PoX does not aim to produce a single correct answer,

nor to evaluate or rank people or decisions based on outcomes.

What PoX Is

PoX is a decision-making infrastructure that preserves

contextualized decision paths,

allowing others to compare them against their own situations,

reuse them where applicable,

or branch (fork) into new paths based on contextual differences.


5. Conceptual Flow

— A Decision Graph Centered on Decision Questions —

Purpose

In PoX, this section illustrates—in temporal order—

how experience-based decisions are generated, validated, fixed, reused, and branched,

making explicit both user actions and state transitions within the system.


Roles

  • Initiator

    The person who raises a Decision Question (DQ)

  • Proposer

    The person who presents an Option in response to a DQ

  • Attestor

    The person who observes an Option and its Context and issues an attestation (a contextual stance)

  • Forker

    The person who creates a Fork by branching from an existing Option under a new context

  • Observer

    The person who only views, compares, or references Options

    (does not participate in ASV)


Overall Flow (Chronological)

Step 1 | Decision Question Creation

Action

  • The Initiator explicitly states a question oriented toward taking action

Input

  • Personal uncertainty / intent / situation

Output

  • Decision Question (DQ)
  • DQ hash / metadata

State

  • DQ: Open

Step 2 | Option Submission

Action

  • A Proposer submits an Option in response to a DQ
  • Each Option is accompanied by a minimal Context (assumptions / constraints)

Input

  • DQ
  • Experience-based option proposal

Output

  • Option v0
  • Context v0
  • Content-addressed hash

State

  • Option: Draft → Proposed

Step 3 | ASV (Attestation-style Validation)

ASV is NOT:

  • a vote to determine correctness
  • a ranking weighted by reputation or influence
  • a mechanism to converge opinions into one conclusion

The sole role of ASV is to make an Optionjudgable under the stated context.


3-A | Attestation (Contextual Stance)

Action

  • Attestors submit signed attestations

    (not approval/disapproval, but validity under this context)

Attestation Criteria

  • Consistency with the stated context
  • Reusability (whether comparative judgement is possible)
  • Sufficiency of information / absence of malicious intent

Output

  • Attestation records

    (endorse / needs-clarification / challenge)


3-B | Request → Revision Loop

Action

  • If information is insufficient or ambiguous, clarification is requested
  • The Proposer revises or supplements and submits a new version

Output

  • Option v1, v2, …
  • Context v1, v2, …
  • ASV history (append-only / irreversible)

State Transition

  • Option: Proposed → Refined

Step 4 | Option Fixation (Best-for-Now)

Conditions

  • A defined proportion of ASV participants (e.g., 70%)

    agree that the Option is “best for now”

  • Outstanding challenges have been resolved

Action

  • The Option is fixed as a working premise

Output

  • Locked Option (Best-for-now)
  • Fixed hash / version

State

  • Option: Attested (Judgable)

This is not a “correct answer,”

but the most thoroughly observed premise at the current point in time.


Step 5 | Reference / Selection

Action

  • Observers, Initiators, or Forkers may compare and select Options
  • Selection or reference may also trigger a new DQ or Fork

Input

  • Locked Option
  • One’s own Context

Output

  • Selection event
  • Reference log

State

  • Option: Reused

Step 6 | Fork (Branching)

Action

  • If the Option does not fit, a new DQ or Fork is created

Input

  • Locked Option
  • New context / assumptions

Output

  • Forked Decision Question
  • New Option graph

State

  • Option: Forked

Step 7 | Reuse / Impact Recording

Measurement Points (Downstream Impact)

  • Whether an Option was:
    • referenced
    • selected
    • used as a fork origin
    • influential on statements or actions

Output

  • Impact records
  • Base data for reward distribution

Option State Transitions (Summary)

Draft
 → Proposed
   → Refined
     → Attested (Judgable / Best-for-now)
       → Reused
       → Forked


Branching Conditions

  • Insufficient information

    → ASV request → revision loop

  • Context mismatch

    → Fork

  • Contradictions / unexplored areas

    → handled in a new DQ or Fork

    (past decisions are not overturned)


Exceptional Flow (Gamification / Abuse Suspicion)

Triggers

  • Low-substance Options
  • Unnatural ASV chains
  • Reward-driven malicious behavior

Flow

Flag
 → Case creation
   → Review (ASV-based examination)
     → Enforce (penalty / invalidation / reward revocation)


What This Conceptual Flow Demonstrates

  • Decision Questions are the sole starting point
  • ASV is a process for generating judgability
  • Fixation confirms premises, not correctness
  • Refutation moves forward via Fork, not reversal
  • PoX is a structure in which meaning continuously updates while the past remains intact

6. Conceptual Model

Decision-Graph–Based Experience Infrastructure


0. Model Assumptions

PoX:

  • does not determine correct answers
  • does not create hierarchies through voting or evaluation
  • preserves experience not as conclusions, but as premise structures that generate judgability

Accordingly, PoX is:

  • neither a timeline (chronological log), nor
  • a tree (correct-branch structure),

but is designed as a Decision Graph.

This graph contains both:

  • Flow (events over time), and
  • State (structural conditions).

1. Overall Structure

[ Decision Question ] | v (Options) / |
v v v [Option][Option][Option] | | v v [ASV] [ASV] | | +---+---+ | (Judgable) | Reuse / Select | Context gap | Fork | [New Decision Question]

  • Vertical axis: temporal Flow
  • Horizontal axis: parallel Options
  • Recursion: subsequent Decision Questions generated via Fork

2. Core Entities

① Decision Question (DQ)

Position in the Flow

→ Origin point of Phase 0 / Phase 8

Role

  • A question that articulates the uncertainty preventing action
  • The starting point for generating and validating Options

Properties

  • context-dependent
  • unresolved
  • does not demand a correct answer

A Decision Question is:

not a question to obtain an answer, but

a question to generate judgable options.


② Option

Position in the Flow

→ Phase 0 → Phase 6

Definition

  • A context-attached, experience-based option

    proposed in response to a Decision Question

Key Point

  • An Option does not stand alone
  • It must always be paired with Context

Option =

“Under this Context, this choice was viable.”


③ Context

Position in the Flow

→ Attached at Option submission and refined through ASV

Role

  • The set of premises under which judgement became possible
  • The boundary of an Option’s validity

Includes

  • constraints (time, capital, position)
  • situational conditions (phase, environment)
  • the decision-maker’s assumptions and intent

Context =

the mechanism that prevents an Option from becoming a general claim.


④ Attestation-style Validation (ASV)

Position in the Flow

→ Phase 2 to Phase 6

Definition

  • A signed, context-aware stance regarding an Option and its Context

What ASV does:

  • does not determine correctness
  • does not vote
  • only expresses conditional validity

ASV =

“Under this Context, I judge this Option to be valid.”


⑤ Judgable / Best-for-now (Fixed State)

Position in the Flow

→ Phase 6

Meaning

  • The premises have been sufficiently observed via ASV
  • The best-considered reference point at the current time

Important

  • not an eternal truth
  • not overturned
  • counterarguments move forward via Fork

→ an act of fixing premises, not answers


⑥ Reuse / Select

Position in the Flow

→ Phase 7

What Happens

  • Third parties reference and compare Options
  • Options may be adopted relative to one’s own context

※ Selection is not evaluation

※ This is the starting point of action


⑦ Fork

Position in the Flow

→ Phase 8

Definition

  • A new Decision Question generated by contextual mismatch or divergence

A Fork:

  • does not negate the past
  • carries “this didn’t fit” forward into the future

→ not refutation, but branching


3. Option Lifecycle

State Meaning in the Flow
Draft Before proposal
Proposed Option + Context submitted
Refined Revised via ASV requests
Attested Judgable / Best-for-now
Reused Applied to action
Forked Generates a new DQ

Important

  • Attested ≠ correct answer ❌
  • Attested = judgable premise ⭕️

4. PoX’s Philosophy of “Validation”

What is fixed

  • the premises under which judgement held
  • the history of attestations regarding them

What is not fixed

  • universal truths
  • forced conclusions for others

The past is preserved; the future can branch.


5. Mapping Between Flow and Model

Flow Model
DQ creation Decision Question
Option submission Option + Context
ASV Attestation
Fixation Judgable / Best-for-now
Selection Reuse
Mismatch Fork
Continuation Decision Graph

6. Conceptual Model in One Sentence

PoX is a Decision Graph infrastructure in which,

starting from a Decision Question,

contextualized Options are fixed as judgable premises through Attestation,

and continuously updated through reuse and forking.


7. Key Conceputs

Key Concepts (Glossary)


8. Open Questions & Future Exploration

Points Where Feedback Is Requested

We explicitly welcome criticism, alternative framings, and observations from real-world operational perspectives on the following points.


1. About Decision Questions

  • Can a Decision Question reasonably be considered a valid primitive (minimal unit) for experience-based decision-making?

  • Although a Decision Question is context-dependent and unresolved,

    can it still form a structure that withstands reuse and comparison?

  • What level of abstraction or concreteness is appropriate for a Decision Question?


2. About ASV (Attestation-style Validation)

  • Does ASV, as designed,

    truly avoid the dynamics of evaluation, ranking, and hierarchy?

  • Does the use of signed attestations risk introducing implicit authority or concentration of influence?

  • How minimal can the ASV schema (required fields) realistically be reduced?


3. Context Description Cost and Practicality

  • Does the cost of describing and updating Context

    become excessive in real-world operation?

  • To what extent should Context be structured,

    and where should it be left to free-form human description?

  • Can insufficient Context truly be compensated for through ASV?


4. Conditions for Forking and Preservation of Meaning

  • Does Fork function as a healthy form of branching,

    or can it devolve into avoidance or fragmentation?

  • If Forks continue to accumulate,

    can the Decision Graph maintain readability and navigability?

  • Under what conditions does the assumption

    that “meaning is not destroyed by Forks” break down?


5. Downstream Impact and Incentives

  • Do Reuse, Fork, and impact records

    accurately reflect the consequences of actions?

  • Can impact metrics coexist with PoX’s non-ranking philosophy?

  • Could incentive design distort ASV behavior or Fork dynamics?


6. Where This Model Breaks

  • Under what use cases, scales, or participant compositions does this model fail?

  • Which domains of decision-making is PoX fundamentally unsuited for?

  • In what cases should PoX explicitly not be used?

  • While PoX is currently conceived as an all-in platform,

    would coexistence with other sharing layers be preferable?


Future Exploration

  • Minimal viable schema for ASV
  • Quantification methods for downstream impact
  • Incentive design (reward sources and distribution)
  • Anti-gaming mechanisms and enforcement depth
  • On-chain / off-chain boundaries

9. Status

PoX is currently in a conceptual exploration phase.

This document presents a working hypothesis on how

experience-based decision-making might be structured and shared

without collapsing into “correct answers” or a single authoritative solution.

While the conceptual flow, core entities, and non-goals are intentionally specified,

details regarding protocol design, implementation strategies,

and incentive mechanisms are deliberately left undecided.

At this stage, the primary objective is not implementation, but to:

  • examine the assumptions underlying this model,
  • identify where it may break down, and
  • clarify the boundary between where it is applicable and where it is not.

Accordingly, critical feedback, alternative interpretations, and practical counterexamples

are strongly encouraged.

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A conceptual framework exploring how experience-based decision-making can be structured as reusable decision graphs, without collapsing into “correct answers” or rankings.

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