A Knowledge Object (KO) is a term the corpus defines and then uses. It counts only when it has a name and aliases, one defining sentence quoted from the post that introduced it, the layers it applies to, its relations to other KOs, reuse in at least one other post, and Khrug's approval. Usage is recomputed from the corpus at every build.
The sheaf convergence measure Γ (gamma) tracks the inverse: how well local sections glue into a globally consistent picture.
Ψ (psi) is the psychosis metric — the ratio of narrative self-reference to reality-contact.
*This article introduces the coherence debt function K(t) — the temporal integral of excess Ψ above viable threshold — and argues that what spiritual traditions have called karma, what systems theorists have called fragility, and what the Draken framework diagnoses as civilizational Ψ-degradation are structurally identical phenomena: the accumulated cost of running a generative model that refuses correction.
The invariant is cohomological: discrete, preserved under the sheaf analogue of ambient isotopy.
I kärv-teori beskriver restriktionsavbildningen ρ_U,V : F(U) → F(V) hur information över ett stort område (U) begränsas till ett mindre delområde (V ⊆ U).
Tekniskt: ett icke-trivialt element i H¹(X, F) — den första kohomologigruppen av kärven F över rummet X.
The care operator is the condition $\dot{\mathcal V}_{exo}=0$: the non-destruction of exogenous variety — the commitment not to annihilate the otherness of the thing you are bound to.
Define trophic debt as the accumulated violation of care:
"Minska oordningen i systemet — men inte genom att förenkla bort komplexiteten."
"När maktstrukturer medvetet skapar informationshål för att styra vilka berättelser som kan bildas."
"En strukturerande tomhet som formar allt som passerar genom den."
Det viktigaste diagnostiska verktyget: om en struktur hävdar att den erbjuder global koherens men kräver informationsundertryckning vid sina gränser, är den en tillverkad tomhet — inte en genuin gräns.
We define abstraction depth as the number of representational layers between a claim to power and the capacity that underlies it:
Horn, Gauldie, and King (1994) described five distinct phases: Display, where the animals inflate their bodies laterally, maximizing apparent size; Encompassing, where they circle each other, assessing geometry; Clinch, where they rear up on hind legs and lock forelimbs in bipedal wrestling; Catch, where one animal attempts to topple the other using what researchers have described as judo-like throws; and Subpressive, where the victor mounts the defeated animal in a dominance display.
When the framework's diagnostic output flags Ψ → 1 with restriction maps collapsing — kayfabe, in the working vocabulary — what it has detected is a configuration that has become locally coherent at the cost of severing its accountability to the larger system.
A failure mode whose information content survives the failure event, gets fed back into the design layer, and improves the protocol for the next iteration.
It is a substitution at the stalk — he replaces $\mathcal{F}_s = $ "leader of warriors" with a forged value $\mathcal{F}_s' = $ "head of the dragon (because: comet)," and then forces every downstream section to glue to the forgery:
The first is coordination: the degree to which the group's neural activity is temporally aligned, phase-locked, beating together.
The second is representational alignment: the degree to which the group now holds the same belief, the same vector in some semantic space.
Fei Xiaotongs begrepp från 1947: kinesisk social struktur organiseras som koncentriska ringar runt individen — familj närmast, sedan släkt, sedan grannar, sedan samhälle — med moralisk förpliktelse som avtar med avstånd.
The sheaf Laplacian is $\Delta_{\mathcal{F}} = \delta^T \delta$, where $\delta$ is the coboundary operator measuring disagreement on edges.
A global section is an assignment $\{x_v \in \mathcal{F}(v)\}_{v \in V}$ such that $\rho_{u \to e}(x_u) = \rho_{v \to e}(x_v)$ for every edge $e = (u,v) \in E$.
The DRK-131 protocol exists precisely to discipline this risk: no fabricated citations, verified paraphrases, explicit falsification subsection, three-questions review.
Four conditions are required of any node to instantiate this keeper-function:
Synchronicity density $\sigma(t)$ is the fraction of salient events at time $t$ that the observer reads as addressed to the self [D].