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MN SAPIENS

Research and results

Public register of the stages of the research program, hypothesis testing and evidence base of the Architecture of Family Capital.

Research status indicates the stage of work, not the quality of a future result. MN SAPIENS records only verified stages and separates published concepts and prepared experiments from completed conclusions until data have been analysed.

Current Research Lines Research Agenda

To Program Status

MN SAPIENS is developing its own research program in the Architecture of Family Capital.

Currently three research papers have been published on SSRN. They are devoted to the origin of the common position of the participants, the integrity of the transfer of the task between specialists and the designation of the necessary transformations during the professional transfer of the solution.

In parallel, the first synthetic experimental circuit was prepared. There are no completed empirical studies of the current program yet. Therefore, the published protocol, conceptual work, and prepared experiment are not reported as a result until the data are available and analyzed.

MN SAPIENS

How to read the status

Research status shows the stage of work, not the quality of the future result.

The website shows only statuses confirmed by the MN SAPIENS research system.

Acceptable public vocabulary:

01

Preparation of a question

02

Checking Previous Work

03

Logging

04

Recorded

05

Data Collection

06

Analysis

07

Independent Review

08

Completed

09

Corrected/Updated

10

Stopped

Advisor Handoff Integrity

Integrity of task transfer between specialists

Status: Logging

The first empirical line of the current MN SAPIENS programme.

Research question: what minimum set of context should be preserved when transferring the task between specialists, so that the original goal, limitations, assumptions and responsibility for the next step are not lost?

Research protocols have been published and the first synthetic pilot has been prepared to test how accurately the artificial intelligence system reconstructs the original task under different methods of transferring the context and how often it makes conclusions for which there is insufficient evidence in the transferred material.

There are no pilot results yet.

Frontier: research evaluates the performance of artificial intelligence systems on controlled synthetic materials. No conclusions can be drawn from it about the quality of work of human professionals.

Decision Provenance

Traceability of the basis and history of decisions

Status: Checking of previous work

Conceptual research paper published What Does a Couple's Recorded Joint Position Represent? Intrahousehold Heterogeneity and Provenance in Financial Planning, SSRN Abstract ID 7571418, DOI 10.2139/ssrn.7571418.

The work explores what exactly can be considered established if the final common position of the pair is preserved and the history of its formation not retained.

Frontier: is a review of prior research and conceptual work, rather than empirical evidence of a new model, tool, or the effectiveness of an approach.

Responsibility Without Rating the Person

No Human Rating Responsibility

Status: Question Preparation

A research line about the observed history of responsibility, limited authority, actual decisions and their consequences without an overall personality rating.

Frontier: the line remains in the research development stage, pending field validation, and is not a validated diagnostic construct.

There are no completed empirical studies of the current program yet.

When a study reaches the status “Completed”, its public record should answer the questions:

01

What was tested?

02

Why is the question important?

03

How was the method designed?

04

What data was used?

05

What was discovered?

06

What cannot be inferred from the result?

07

What are the limitations?

08

What changed, or did not change, in MN SAPIENS methodology?

09

Where is the protocol or registration published, if it is public?

10

Where is the working research publication, DOI, data or reproduction package if it is public?

11

Which version is the current one and have there been corrections?

PUBLIC COMMITMENT PROTOCOL

Versions, Revisions, and Negative Results

Significant revisions must remain visible.

If the hypothesis is not confirmed, the result is not relabeled as a success. If a study is stopped, the public record retains that status where publication is permissible.

For the public version, the following are recorded:

01 current version;

02 date of significant change;

03 what was changed;

04 why it was changed;

05 whether the new version supersedes previous;

06 negative or stopped result, if its publication is acceptable.

— A detailed internal register remains in the internal research system of MN SAPIENS.

Research Agenda Evidence and Method For researchers and professional partners

SECTION ARCHITECTURE

How this page works architecturally

PAGE TASK

Its task is very narrow:to show that MN SAPIENS is really researching, at what stage the work is and what can already be considered the result.

Therefore, the three things are not fundamentally mixed here:

01

research agenda

02

research and findings

03

positional and methodological publications

This is what protects us from the premature impression that a formulated question, concept, or position paper is already a proven research result.