.. meta::
   :description: The Datageddon principle: how small, ignored data and knowledge disasters compound into Armageddon-scale ones --- and why cleaning them up at scale requires a ResearchCity.
   :keywords: Datageddon, Armageddon, DARL, cascading failure, systemic risk, knowledge loss, ResearchCity, nothing, BABL, Revelation, STa4-REV, balospe.com
   :author: LLoL as Laurence Loewe of Laodicea, ClaudeOp46-48Max, and Everyone
   :og:card:title: Datageddon<br>how data disasters become Armageddon
   :og:card:description: Small ignored data and knowledge disasters compound into existential ones. Learning to clean them up at scale is what a ResearchCity is for.

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Datageddon --- how data disasters become Armageddon disasters
******************************************************************************

A *datageddon* is a disaster made of overlooked data: records lost, research
defunded, maintenance skipped, a warning filed and forgotten, a hard problem
declared "not my job." Each one looks small. The claim of this page --- and the
reason the author named his lab the **Datageddon Armageddon Research Lab
(DARL)** --- is that these small, ignored failures **compound**, and that their
end state, if nobody cleans them up, is Armageddon-scale: the cascading,
civilisation-ending kind of disaster, up to and including accidental nuclear
winter.

You do not need any theology to see the mechanism. It is ordinary systemic risk:
a neglected fault propagates into the system that depends on it, which propagates
into the system that depends on *that,* until a local "nothing" has become a
global everything. The dismissed is the most dangerous category there is,
precisely because no one is watching it.


Why this needs a ResearchCity
=============================

If datageddons are the disease, the cure is an institution whose actual job is to
**clean them up at scale** --- to find the overlooked, fund the unfunded, keep
the knowledge no single quarter rewards, and work patiently through the hard
cases everyone else has written off. That institution is
:doc:`ResearchCity </solution/researchcity>`. It scales up over **7-8 stages** in time, into as many as the 1600 research
*stadia* in space (the :doc:`1600 stadia of Revelation 14:20 </crisis/1600-stadia>`);
stages and stadia are fully orthogonal. How that scale-up works --- and why it must
be co-located in one city --- is set out on the
:doc:`ResearchCity page </solution/researchcity>`. 

The :doc:`Jubilee System </jubileesystem/index>` is what keeps  work
from being wasted over the long term.


An example, where it gets personal: the Datageddon Wall of Revelation
=====================================================================

*Optional, and where the secular account hands over to a personal one --- skip it
freely; nothing above depends on it.*

**Why a cleanup lab keeps a "Revelation" stadion.** I would never have proposed
anything like ResearchCity if the book of Revelation had not *inspired* the
hypothesis --- which then had to be worked out and audited like any other. (Think of
Kekulé's dream of a snake biting its own tail: the dream was not chemistry, but the
benzene-ring experiments it inspired are what moved the needle. The inspiration is
never the proof; the work is.) Revelation is not simple --- some of humanity's best
minds gave up on it --- but since a society's future runs along its eschatology, it
would be a disservice for ResearchCity *not* to dedicate one research stadion to the
"endtime" questions so many people carry. **STa4-REV** is that stadion (one of the
16 initial topic-stadia). Its aim is to align how all the world's eschatology
insights relate --- a hairball whose computational challenge is an Evolvix syntax and
compiler that can hold it without breaking (the language design belongs to
**STa1-EVX**, the live test to **STa4-REV**; neither succeeds without the other). An
overview of :doc:`all 16 stadia is in the Transwarp Key </good-news-pack/vv/mmv3/flyingscroll/transwarpkey/index>`.

The hardest "datageddon" the author tried to clean up himself was an old one: the
book of Revelation, a text widely treated as a disaster of meaning --- decrypted
by no one for two millennia, and read, where it is read at all, as a prophecy of
doom. In 2022 he assembled a physical
:doc:`Datageddon Wall of Revelation </about/llol/datageddon-wall-of-revelation>`
--- a wall of books --- to test whether it could instead be read as a coherent,
*non-violent* strategic map. That wall is the seed-bed of everything that
followed: first the :doc:`MMv3 Good News Pack </good-news-pack/vv/mmv3/index>`
(2025), then the auditable :doc:`MMv5 Matheo Study Series </study/matheo/index>`
(2026) --- the same ideas re-poured, each time, into a more navigable and more
checkable form. Whether that reading holds is exactly the kind of thing the
author asks others to :doc:`audit </action/audit-the-math/index>`.


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   - :doc:`/about/llol/datageddon-wall-of-revelation` --- the Wall itself (the seed-bed)
   - :doc:`/solution/researchcity` --- ResearchCity (the cleanup institution)
   - :doc:`/jubileesystem/index` --- the Jubilee System
   - :doc:`/crisis/index` --- the Crisis (where the cascade ends if ignored)
   - :doc:`/action/audit-the-math/index` --- Audit the Math


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