Published August 29, 2025 | Version v2
Peer review Restricted

Journal of Intelligent Systems and Applied Data Science (JISADS)

Contributors

  • 1. Independent Researcher — No Affiliations

Abstract (English)

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Notes (English)

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Emergent Necessity Theory (ENT) is part of an open-source scientific approach, it is free for access, but never dilution, with its core principles intact.  

The approach must carefully begin with questioning any postulate taken, its motive and an evaluation of any often likely biases or drift within their proposal- if applicable.  Analayzing its intent, sanity check, and ego check, and a fundamental question of whether the proposition creates a net negative for systems theory without assertion, most importantly it must always take the approach of presenting methods for direct and clear falsification before any justification is made.  All sciences are one science, we cannot look at science in fields but we may assert that experts must resort to a ego-checked non biased, good standings, and genuine interest to be on a panel of systems theorists, that must thoroughly connect science fields for true genuine progress not artifact discoveries that treat symptoms on a systems theoretic understanding.  A cross-domain in this argument is mandatory, and this is a barebones and attempt for a starting point of this methodology, and open-source method concesus methodology is the best option moving forward for the establishment of a not for profit, non owned entity with a dedicated councel that are reavaluated every 3 years to determine their whether their term is deemed to be evaluated- Mutli-fields field experts, systems theorists, theoretical physicists, neuro-cognitive scientists, and mathematicians that are well recognized not via popularity but by academic contributions, and taking an ENT aligned AEFL test (to test ego, contradiction level and possible drift) to measure an awareness level simply estimate at the time in using the Tau thrahold, after the experience is noted alongside temperaments and the above mention points.   We argue for a suggested councel that all align on not competing for influence and must remain fully anonymous except themselves and direct colleagues of any. Once this councel majority vote of the councel (4-8 individuals depending on merit and AEFL tests). They present their 1, 2, or 3 contending theories or conclusions with an informed majority, simplifying the language as duty to the informed public, and disclosing all data as duty with full transparency and humility, no dialogue between councel happens publicly, only within recorded formal meetings.   From there on a suffieciemt set amount of time with deadline must be disclosed to an informed majorly via entity official account and github or the like- ensuring ENT remains fully transparent and opensource, Representing its ethos, approach, and absolute rigor. 

feel free to see view Emergent Necessity Theoy data on GitHub, and where ever else the official document is released by their designated council member and assistant.   

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Additional details

Dates

Accepted
2025-07-24
Includes AEFL sync and symbolic threshold extensions.
Accepted
2025-09-29
A Cross-Domain, Falsifiable Coherence Ratio Validated on All Eligible Datasets.

Software

Repository URL
https://jisads.com/index.php/1
Development Status
Active