ReferenceArchitectural inferencev1.10.0

Deep Schematic System Map

Evidence levelArchitectural inference

Cognivirus.com explains a system made from transitions, compositions, evaluations, memory reservoirs, and rollback dependencies. The diagrams on this page add more detail to those relationships so the visitor can inspect the logic without reading the entire site linearly.

The diagrams are non-operational. They do not run models, generate adapters, bypass evaluators, or provide replication instructions. They are visual summaries of governance boundaries.

Teleodynamic budget loop

Detailed teleodynamic budget loop: variation is allowed only when it pays for itself

The teleodynamic loop separates sensing, resource intake, candidate generation, evaluation, retirement, and no-op. The budget gate prevents growth from becoming its own objective.

The budget loop expresses the core rule: growth is not automatically good. A structural change must repay its memory, latency, energy, security, maintenance, and assurance costs. No-op is a valid result.

Adapter reproduction boundary

Adapter reproduction boundary for self-replicating multi-LoRA ecologies

The flow shows a non-operational governance boundary: adapter variants are identified, verified, composed, evaluated, canaried, selected, and later reviewed for behavioral extinction.

Self-replicating multi-LoRA risk is treated as a governance boundary. The page emphasizes intake, verification, exact runtime composition, independent evaluation, canary limits, selection outcomes, and behavioral-extinction review.

Composition manifest swimlane

Composition manifest swimlane: artifact identity is only the first lane

The manifest has lanes for artifact identity, runtime assembly, authority, observation, and rollback. A hash alone cannot describe a moving composition.

Evaluator control plane

detailed schematic · evaluator governance

Who evaluates the evaluator is a systems question.

This schematic expands the control plane into separable assets: policy owners, hidden tests, deterministic validators, model judges, evidence stores, signing keys, promotion rules, and disagreement monitors.

CANDIDATEstack HIDDENTESTS DETERMINISTICVALIDATORS MODELJUDGES EVIDENCESTORE SIGNINGKEYS PROMOTIONCONTROLLER DISAGREEMENTMONITOR

Evaluator independence is not only a statement of intent. It depends on hidden-test custody, deterministic validators, model-judge diversity, evidence storage, signing-key governance, and disagreement monitoring.

Behavioral residue map

detailed schematic · behavioral residue

Retirement removes a carrier, not every reservoir.

Behavioral residue can remain in memory, examples, evaluator expectations, routing statistics, human procedures, and descendant training material.

Retirement does not prove extinction. The residue map shows how a behavior can remain available through memory, synthetic examples, evaluator preferences, router statistics, adapter deltas, and human procedures.

Ecological rollback packet

detailed schematic · ecological rollback

A rollback packet must restore the ecology.

A model-weight rollback is incomplete when behavior depends on adapters, memory, router aliases, evaluator versions, permissions, and external side effects.

01 model hashesimmutable weights 02 adapter stackorder and coefficients 03 prompt packagepolicy and tools 04 memory snapshotretrieval state 05 router versionpath selection 06 evaluator versionselection pressure 07 permissionscapability boundary 08 aliasesdeployment identity 09 indexesretrieval corpus 10 side effectshistory cannot be undone

Rollback must restore more than weights. It must restore the runtime composition and document which external effects cannot be undone.

UAI dogfood map

detailed schematic · UAI dogfood map

Reports live in /docs; memory points from .uai.

The package treats raw source reports and public summaries as evidence objects, while .uai files carry durable project memory, release state, handoff instructions, and pointer ledgers.

The package stores raw source reports and public summaries under /docs, while .uai files point to durable memory, release state, and handoff evidence.

Design rule

Every schematic should answer three questions: what is the evaluated unit, what transition can change it, and what evidence becomes stale after that transition.