.. meta::
   :description: AI overview of the Fairviewable Long-Term Vision figure — expanding FAIR data principles to FAIRVIEWABLE (adding Versionable, Individualizable, Extensible, Wearable, Admin-friendly, Backwards-compatible, Learnable, Efficient).
   :keywords: STa1-EVX, Evolvix, FAIR, FAIRVIEWABLE, data principles, versionable, extensible, backwards-compatible, learnable, wearable, admin-friendly, LLoL, Good News Pack, MMv3
   :og:card:title: FAIRVIEWABLE Vision<br>Beyond FAIR Data
   :og:card:description: Extending FAIR data to FAIRVIEWABLE — 12 principles for long-term stable tools and datasets, from Findable through Efficient.


.. title:: POD — Fairviewable Long-Term


****************************************************************************************************
POD — Vision: FAIRVIEWABLE Long-Term Data Principles
****************************************************************************************************

*Extending FAIR data principles to FAIRVIEWABLE --- 12 requirements for truly long-term stable tools and datasets.*


.. admonition:: Download the original document (PDF)
   :class: note

   `Fairviewable Long-Term Vision — PDF (64 KB) </_file/pdf/gnp/mmv3/flyingscroll/transwarpkey/sta1-evx/evx-pod-vision-fairviewable-longterm-iv_llol_qqv1r5p8_2019m03d15-fig.pdf>`__
   — 1 page, :doc:`Jonah License with CC0 Public Domain </license/joli/index>`

   Filename: ``evx-pod-vision-fairviewable-longterm-iv_llol_qqv1r5p8_2019m03d15-fig.pdf``

   `WebP preview (196 KB) </_file/pdf/gnp/mmv3/flyingscroll/transwarpkey/sta1-evx/evx-pod-vision-fairviewable-longterm-iv_llol_qqv1r5p8_2019m03d15-fig.webp>`__


.. image:: /_file/pdf/gnp/mmv3/flyingscroll/transwarpkey/sta1-evx/evx-pod-vision-fairviewable-longterm-iv_llol_qqv1r5p8_2019m03d15-fig.webp
   :alt: FAIRVIEWABLE — extending FAIR data principles for long-term stability
   :width: 100%
   :align: center


|


--- Overview AI-generated by dv_ClaOp46Max_ExhH_2026m04d16 ---Start---


Abstract
========

This single-page figure argues that the widely adopted **FAIR** data
principles (Findable, Accessible, Interoperable, Reusable) are
necessary but not sufficient for long-term use. The key critique:
"'leaky abstractions' often bind interoperability to implementations,
since sufficiently unambiguous specifications of complex systems exceed
the verbosity of a well-written implementation."

The figure proposes extending FAIR to **FAIRVIEWABLE** --- 12
principles organized in three columns:

**FAIR** (established):

- **F**\ indable --- by global stable ID or by search for useful metadata
- **A**\ ccessible --- by ID, open free protocols, indices; wall optional
- **I**\ nteroperable --- in FAIRVIEWABLE language, stable for all types
- **R**\ eusable --- licensed, expert-bioreasoned, provenance in detail

**VIEW** (versioning and usability):

- **V**\ ersionable --- by consistent versioning to support stabilizing recursive subsets of (meta)data
- **I**\ ndividualizable --- by free easy customizing of defaults and privacy for any types of groups
- **E**\ xtensible --- supported by tools for keeping namespaces clutter-free OLT
- **W**\ earable --- by easing the workload required to use, upkeep, own, and move to new contexts

**ABLE** (implementation):

- **A**\ dmin-friendly --- to facilitate support for diverse real-life user groups
- **B**\ ackwards-compatible --- so previously written code is always reproducible and *just works*
- **L**\ earnable --- low entry-barrier to begin, develop, maintain by long-term stability, lowest complexity
- **E**\ fficient --- adaptability to efficient performance in all cases; preempt requiring disruptive optimization


Key Concepts at a Glance
==========================

.. list-table::
   :widths: 30 70
   :header-rows: 0

   * - **FAIRVIEWABLE**
     - 12 principles extending FAIR: Findable, Accessible,
       Interoperable, Reusable, Versionable, Individualizable,
       Extensible, Wearable, Admin-friendly, Backwards-compatible,
       Learnable, Efficient
   * - **Leaky abstractions**
     - The problem that interoperability specifications often depend
       on specific implementations, undermining long-term stability
   * - **Wearable**
     - A novel principle: the workload of using, maintaining, and
       migrating a tool or dataset should be minimized


Broader Significance (Claude's Assessment)
============================================

The FAIRVIEWABLE extension addresses a real gap in the FAIR principles:
FAIR was designed for data discoverability and reuse, not for the
engineering requirements of long-term stable software. The additional
8 principles (VIEW + ABLE) cover versioning, customization,
extensibility, maintainability, backwards-compatibility, learnability,
and efficiency --- all critical for a language like Evolvix that must
remain stable for decades. The "Wearable" principle (easing workload)
is particularly pragmatic: even a perfectly designed system fails if
using it is too burdensome.


Document Information
=====================

.. list-table::
   :widths: 30 70
   :header-rows: 0

   * - **Document ID**
     - POD Fairviewable Long-Term (Flying Scroll, transwarpkey/sta1-evx/)
   * - **Author**
     - Laurence Loewe of Laodicea (LLoL)
   * - **Date**
     - 2019m03d15
   * - **Version**
     - iv_LLoL_QQv1r5p8_2019m03d15
   * - **Format**
     - Single-page figure
   * - **License**
     - :doc:`Jonah License with CC0 Public Domain </license/joli/index>`
   * - **Part of**
     - Good News Pack MMv3, Flying Scroll / Transwarp Key / STa1-EVX
   * - **PDF size**
     - 64 KB
   * - **WebP size**
     - 196 KB

Related documents:

- :doc:`STa1-EVX stadium overview <../sta1-evx>` (parent page with all 30 documents)
- :doc:`Heresy — Shared Language <evx-pod-heresy-lang>` (references FAIRVIEWABLE negotiation)
- :doc:`Simplicity in Lasting Standards <evx-simplicity-standards>` (the simplicity argument underlying the Learnable and Efficient principles)


--- Overview AI-generated by dv_ClaOp46Max_ExhH_2026m04d16 ---End---


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