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Framework DICT
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Core terms of the BABL/ZION framework used across the matheology site.


.. glossary::
   :sorted:

   NoToK
      :bu:`No` :bu:`To`\ *the Tree of* :bu:`K`\ *nowledge-faking*.

      The dynamic self-assessment state that fuels the :term:`e7He`
      (7HeroJourney). A person in NoToK acknowledges: "I am adequate
      for now, but incomplete. I might be wrong about something
      important. I will keep checking."

      NoToK is NOT despair (everything is broken). It is NOT others'
      judgment (they think I am not OK). It is NOT complacency (I am
      actually fine). It IS honest movement from worse toward better,
      living in the tension of three simultaneous truths:

      1. Arrival is never final --- each cycle of restitution and growth
         prepares the next.
      2. Declaring yourself "arrived" (:term:`OK`) is the precise
         trigger for the self-destruction cycle of :term:`BABL`.
      3. The journey requires rejecting the Tree of Knowledge-faking:
         premature judgments about "good" and "bad" that bypass the hard
         work of genuine understanding --- as deadly as premature
         optimization can be.

      On the OKScale BioBinary, NoToK encompasses the three states that
      are not :term:`OK`: OKO (I do not yet know), KO (I am in serious
      trouble), and MIS (I am misunderstood or misapplied). What
      distinguishes NoToK from a mere negation of OK is its *dynamic*
      character: the person is actively moving through the
      :term:`e7He`, working toward restitution while knowing the work
      is never finished.

      See: :term:`OK`, :term:`BABL`, :term:`ZION`, :term:`OSCR`,
      :term:`e7He`, :term:`MYM`.

   OK
      The self-assessment trap. An agent that assesses itself as OK
      ("I am adequate, the system works, we are fine") stops the
      feedback loop that would allow it to detect its own errors.

      OK self-assessment is the structural origin of all
      self-destructive behavior in the e7Day model (Matheo-2, th3).
      Not greed, not stupidity, not malice --- self-assessment. An
      agent that thinks it is adequate, regardless of whether it
      actually is, stops the correction process.

      The cost asymmetry is stark: a false OK is catastrophic and
      self-concealing (you cannot detect the error because the error
      disables error-detection). A false :term:`NoToK` is harmless and
      self-correcting (you keep checking and eventually discover you
      are doing better than you thought).

      See: :term:`NoToK`, :term:`BABL`, :term:`OSCR`.

   BABL
      :bu:`B`\ *lindly* :bu:`A`\ *ssuming* :bu:`B`\ *lind* :bu:`L`\ *everaging*.

      The self-reinforcing trap that follows :term:`OK` self-assessment.
      When an agent believes it is fine, it stops checking. When it
      stops checking, it cannot detect problems. When it cannot detect
      problems, everything confirms its belief that it is fine. The
      cycle continues until something external breaks it.

      BABL operates through three mechanisms --- the death-trifecta of
      idols: :term:`BAAL` (oversimplifying), :term:`ASHERAH`
      (overcomplicating), and :term:`MOLOCH` (overreaching). Together
      they drive the :term:`OSCR` cycle.

      See: :term:`OK`, :term:`OSCR`, :term:`ZION`, :term:`BAAL`,
      :term:`ASHERAH`, :term:`MOLOCH`.

   ZION
      :bu:`Z`\ *oning* :bu:`I`\ *nvestigating* :bu:`O`\ *rganizing* :bu:`N`\ *avigating*.

      The self-correcting cycle that sustains :term:`NoToK`
      self-assessment. ZION follows the natural cycle of seed (Zoning),
      feed (Investigating), grow (Organizing), reap (Navigating) ---
      like a farmer who must cycle through planting, tending,
      harvesting, and resting. Never "done," because an unharvested
      crop is destroyed and next season's soil needs preparation.

      The life-trifecta: the system stays long-term reasonable, equally
      kind for all sides, and dynamically gentle in its transitions.

      See: :term:`NoToK`, :term:`BABL`, :term:`OSCR`, :term:`e7He`.

   OSCR
      :bu:`O`\ *ver-*\ :bu:`S`\ *implifying, over-*\ :bu:`C`\ *omplicating, over-*\ :bu:`R`\ *eaching*.

      The operational mechanism of :term:`BABL`. First the system
      over-Simplifies (dismisses what does not fit), then
      over-Complicates (adds work-arounds for the problems caused by
      the simplification), then over-Reaches (extends control beyond
      what resources can sustain). The endpoint is system failure.

      OSCR maps to the three idols: :term:`BAAL` drives
      over-Simplification, :term:`ASHERAH` drives
      over-Complication, :term:`MOLOCH` drives over-Reach.

      When OSCR reaches collapse, it reverses into ORCS
      (over-Reaching for lack of gentle kind reasonable alternatives,
      destroying until OSCR can restart).

      See: :term:`BABL`, :term:`BAAL`, :term:`ASHERAH`,
      :term:`MOLOCH`.

   supervillain theorem
      The structural observation (e7He th2) that an agent who stops
      the :term:`e7He` with high influence becomes maximally dangerous.
      Their stagnant expertise generates misapplied "friendly fire" at
      the boundaries of what they no longer understand. Most dictators
      are in-group heroes who stopped growing.

      An agent who stops with *low* influence becomes merely
      irrelevant. Continuing the hero journey is the only way to
      avoid both outcomes.

      See: :term:`e7He`, :term:`OK`, :term:`BABL`, :term:`GAT`,
      :term:`MYM`.

   commitment trichotomy
      The exhaustive three-way partition (e7He th6) of responses to
      collective deadlock: (0) nobody goes first (the :term:`BABL`
      default), (2) someone fakes going first (fraud --- the most
      damaging option), (1) someone genuinely goes first (absorbing
      the risk, transforming the situation).

      The numbering is intentional: (0) is the death-default, (2) is
      worse than (0) because it destroys trust, (1) is the narrow
      escape-path requiring genuine :term:`NoToK` self-assessment.

      See: :term:`NoToK`, :term:`BABL`, :term:`e7He`.

   h_star
      The agent with the greatest *positive* causal influence on
      humanity's shared future at a given moment --- who makes the right
      calls for everyone's long-term good (:term:`e7He`; b17, ax19).

      Not a rank or a virtue you own, but a *seat* you happen to occupy:
      the person whose next choice, right now, matters most to what
      happens next. Equal dignity, unequal causal weight. The claim is
      meant to be tested, not believed (#AuditTheMath), through public
      transparency --- see :term:`h_zero`.

      *Example:* In 1962 Vasili Arkhipov, one officer on a Russian
      submarine, refused to fire a nuclear torpedo while superiors and
      crew pressed to launch. He held no special rank to avert a global
      disaster --- only the decisive seat. He became an h_star and averted
      a global disaster by *gentle kind reasonably* explaining why
      restraint was right.

      See: :term:`h_dark`, :term:`h_zero`, :term:`supervillain theorem`,
      :term:`commitment trichotomy`.

      Papers: :doc:`Matheo-b17 (general) </study/matheo/b17/b17-intro-h_star-mmv5>`,
      :doc:`Matheo-b17 (formal) </study/matheo/b17/b17-form-h_star-mmv5>`.

   h_dark
      
      Technical mirror image of :term:`h_star`.
      The agent with the greatest *negative* causal influence on
      humanity's shared future at a given moment --- by failing to make the right
      calls for everyone's long-term good.
            
      It's defined by the same seat of greatest causal influence as held by
      :term:`h_star`, except an individual in the role of h_dark 
      fails to rise to occasions where failed calls turn apocalyptic.
      This can have many reasons: the agent stays silent, assumes wrongly, serves
      only their own side, has misguided good intentions, waits too long,
      or has some nasty math-bug deep in their underpinning models. 
      Either can easily turn almost anyone into becoming the greatest *negative* influence
      (see b17).

      h_dark is rarely chosen on purpose; usually it is an :term:`h_star`
      who defaults: in the right seat, but giving up at crunch-time,
      failing the moment or misdirecting attention with good intentions,
      refusing to care about *all*, including enemies. An :term:`h_star`
      who refuses to become :term:`h_zero` becomes h_dark (see the
      :term:`supervillain theorem`).

      *Example:* In 2020 LLoL had a working pandemic model that could
      have made a big difference; he had directly relevant expertise;
      but he had not cared enough to prepare its publication 
      in time to make any difference. Whether he actually could have made
      a difference in averting most of the Coronavirus casualties
      or not is immaterial for his h_dark status on that occasion,
      because the fact is that he never gave the world a chance
      to adopt his findings. This common sense logic is explained in
      Ezekiel 3 + 33. Holding a
      potentially decisive seat and failing to act on it is the h_dark
      outcome --- owned by LLoL in Matheo-b19 as a painstakingly worked example, not a
      theory.

      See: :term:`h_star`, :term:`h_zero`, :term:`supervillain theorem`.

      Papers: :doc:`Matheo-b17 (general) </study/matheo/b17/b17-intro-h_star-mmv5>`,
      :doc:`Matheo-b17 (formal) </study/matheo/b17/b17-form-h_star-mmv5>`;
      worked example owned in :doc:`Matheo-b19 </study/matheo/index>`.

   h_zero
      The deliberate choice to become the least --- to carry the risk for
      everyone, including one's enemies, at genuine personal cost, out in
      the open (:term:`e7He` th6, commitment "(1)").

      h_zero is what keeps :term:`h_star` from collapsing into
      :term:`h_dark`. Its signature is surrender of control to scrutiny
      rather than demand for trust. False saviors ask for blind trust
      but don't trust in return by being transparent. 
      An h_zero individual works hard to stay transparent, to love enemies, and
      wants everyone to understand. This necessarily must actively invite scrutiny, not merely "tolerate" it.
      Thereby an h_zero defines what counts. Curiously, this is echoed in the real world,
      where choosing what counts as zero is the most important decision
      for anyone who wants to count what counts. Hence, the greatest must
      be servant of all, as in Mk 10:44. The echoes are deep and deafening.

      *Example:* Publishing failures openly, inviting external audit of
      every claim, and asking to be surveilled rather than obeyed ---
      accepting the cost of being wrong in public --- all these are
      h_zero moves. As h_zero isn't about competing for the top, 
      but rather for the bottom, there is no real competition.
      Whoever can define getting closer to defining zero almost wins by definition,
      because that definition of zero is then more fundamental than all others,
      which means that all other type systems have to build upon it. 
      What exactly that may mean in practice remains to be determined.
      But one thing has become clear to LLoL. He decided to publicly apply
      for the position of h_zero, because the alternative, freezing or frying
      in accidental nuclear winter is definitively worse from what he can tell.
      Yet, since he knows not even nothing, he invites review from everyone.
      Hence, #AuditTheMath.

      See: :term:`h_star`, :term:`h_dark`, :term:`commitment trichotomy`,
      :term:`NoToK`.

      Papers: :doc:`Matheo-b17 (general) </study/matheo/b17/b17-intro-h_star-mmv5>`,
      :doc:`Matheo-b18a (why everyone matters) </study/matheo/b18/b18a-adult-calltoaction-mmv5>`,
      and :doc:`Matheo-b18b (a backup candidacy) </study/matheo/b18/b18b-form-nobodycandidacy-mmv5>`.
