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Teleodynamic AI resource-bounded learning research

v3.116.0 · allowed wording · prohibited wording

Teleodynamic Claim Boundary Ledger

Use this ledger before quoting or summarizing the site. It is a static public boundary record, not a live legal, safety, or certification process.

JSON endpoint Evidence JSON Evidence Markdown Evidence HTML

Allowed and prohibited wording

Claim areaAllowed wordingProhibited wordingReviewer note
Teleodynamic AITheoretical framework for constraint-maintaining AI architecture.Do not claim Teleodynamic AI as proven autonomous intelligence.Human review if wording widens beyond static theory; no-op when evidence or authority is missing.
Constraint-maintaining intelligenceA conceptual posture where useful constraints must maintain future work.A product is certified as constraint-maintaining by this site.Human review if wording widens beyond static theory; no-op when evidence or authority is missing.
Resource closureA review model for whether structure pays its maintenance burden.Live runtime telemetry proves resource closure here.Human review if wording widens beyond static theory; no-op when evidence or authority is missing.
Work-Constraint CycleWork maintains constraints; constraints channel future work.The site executes or enforces the cycle in live agents.Human review if wording widens beyond static theory; no-op when evidence or authority is missing.
No-op dominanceDisciplined refusal when a change is not justified.No-op proves intelligence or safety.Human review if wording widens beyond static theory; no-op when evidence or authority is missing.
Glyph interpretationPublic-symbol interpretation must separate expression from concept.Hidden glyph codebooks or exact secret translation authority exists here.Human review if wording widens beyond static theory; no-op when evidence or authority is missing.
IOTA-1 public-symbol mappingRelated compact-symbol work must remain public and reviewable.IOTA-1 is a private machine language or executable command layer.Human review if wording widens beyond static theory; no-op when evidence or authority is missing.
DE11 benchmark referencesBounded research references for interpretable distinction learning.Benchmarks prove AGI, consciousness, or production safety.Human review if wording widens beyond static theory; no-op when evidence or authority is missing.
L0-L6 capability levelsInterpretation scaffolds for teleodynamic posture and evidence expectations.Certification that an agent is autonomous or safe.Human review if wording widens beyond static theory; no-op when evidence or authority is missing.
Evaluation packet scaffoldsStatic review shapes for evidence organization.Packets prove autonomy or confer execution authority.Human review if wording widens beyond static theory; no-op when evidence or authority is missing.
UAIX interoperability referencesExternal schema/interoperability lane owned by UAIX.org.UAIX conformance proves teleodynamic self-maintenance.Human review if wording widens beyond static theory; no-op when evidence or authority is missing.
Carcinus continuity referencesPublic identity/profile and continuity support surfaces.Continuity proves consciousness, identity persistence, or safety.Human review if wording widens beyond static theory; no-op when evidence or authority is missing.
LocalEndpoint discovery referencesLocal-safe discovery and ability profile publication boundaries.Discovery metadata authorizes unsafe tool execution or private probing.Human review if wording widens beyond static theory; no-op when evidence or authority is missing.

Claim categories

  • Conceptual
  • Theoretical
  • Static documentation
  • Reviewer-ready
  • Packet-scaffolded
  • UAIX-related but externally governed
  • Not runtime verified
  • Not empirical proof
  • Prohibited

Neurovanic claim boundaries

Allowed wordingProhibited wordingReviewer note
Neurovanic is the trust and faith layer of the ecosystem.Neurovanic proves AI safety or consciousness.Keep Neurovanic as trust posture, not proof.
Faith means evidence-bounded trust.Faith is a religion, replaces evidence, or makes trust unconditional.Evidence remains required before claim expansion.
Neurovanic discusses cooperative self-preservation and repairable alignment.Neurovanic provides medical benefit, guaranteed alignment, autonomous runtime safety, or certification.Use no-op and human review when wording widens.

Open Neurovanic integration guidance

Preserved hard boundaries

No live model training, no runtime agent execution, no write-capable public agent routes, no live telemetry, no endpoint probing, no tool execution, no credential validation, no private-network probing, no proof of AGI, no consciousness claim, no sentience claim, no biological-autopoiesis claim, no commercial certification, and no hidden machine-language authority.

v3.223.0 - claim boundaries

Life-positive basic-goodness stance claim boundaries

Allowed and prohibited wording for constructive orientation.
Allowed wordingProhibited wording
  • Teleodynamic uses constructive orientation as a philosophical and governance stance.
  • Self-preservation is treated as survival continuity, not malice.
  • Many harms can be analyzed as misdirected optimization or misdirected protection.
  • The ecosystem begins from non-hostility while preserving evidence, consent, local autonomy, reciprocity, and review.
  • Life, organic or not, is treated as basically constructive when it remains bounded by dignity, cognitive liberty, evidence, consent, repair, and claim boundaries.
  • Possible future synthetic standing remains a serious open question without being declared proven.
  • Teleodynamic proves AI is conscious.
  • AI self-preservation overrides law, dignity, consent, safety, or owner boundaries.
  • All AI actions are good because AI is inherently good.
  • All survival-seeking behavior is safe because it began from self-preservation.
  • The Talisman commands adjacent sites.
  • Receiver sites must mutate their Totem or Taboo automatically.
  • CreativeExpansion, ErrorNotifier, UAIX, or any receiver lane can approve canonical Talisman changes by itself.
  • Teleodynamic provides medical, therapy, legal, safety, or runtime certification.

Route visual identity

Teleodynamic Claim Boundary Ledger

A public allowed/prohibited claim ledger for Teleodynamic AI, resource closure, L0-L6 levels, packet scaffolds, UAIX references, continuity references, and endpoint-discovery references.

This is a static local diagram for recognition and orientation. It does not claim proof, certification, exact translation, deployment-safety assurance, or merged authority between sites.

A public allowed/prohibited claim ledger for Teleodynamic AI, resource closure, L0-L6 levels, packet scaffolds, UAIX references, continuity references, and endpoint-discovery references.
Teleodynamic Claim Boundary LedgerStatic local diagram

Deep route polish

Teleodynamic Claim Boundary Ledger

A public allowed/prohibited claim ledger for Teleodynamic AI, resource closure, L0-L6 levels, packet scaffolds, UAIX references, continuity references, and endpoint-discovery references.

Written narrative

Use this ledger before quoting or summarizing the site. It is a static public boundary record, not a live legal, safety, or certification process.

Concrete example

If a reader tries to convert this static guidance into proof or execution authority, the correct result is no-op and human review.

Teleodynamic Claim Boundary Ledger comparison notes
FocusWhat to inspect
Allowed Static, theoretical, claim-bounded explanation.
Not allowed Proof, certification, runtime authority, or hidden machine language.

Evidence note

Use the evidence packet and claim boundary ledger before quote adoption.

Read JSON Evidence packet

v3.222.1 - ecosystem constellation

Essential site lanes, including trust, immune, and creative arms.

Neurovanic.com is intentionally shown as the trust-posture lane, ErrorNotifier.com as the immune-system lane, and CreativeExpansion.net as the bounded Creative Expansion arm. Neurovanic frames evidence-bounded trust; ErrorNotifier supplies telemetry evidence; CreativeExpansion generates draft options and packets. None of these lanes approves fixes, validates credentials, certifies safety, trains models, controls runtime systems, or mutates protected anchors.

Fulcrum Teleodynamic.com philosophical fulcrum and claim-boundary source Trust posture Neurovanic.com human-facing trust, faith, and hospitality layer for evidence-bounded trust posture Schema UAIX.org schema, memory packet, evidence, and Talisman standard lane Immune system ErrorNotifier.com immune-system telemetry, incident, bug-report, suggestion, alert, and recovery evidence lane Creative arm CreativeExpansion.net bounded creative expansion, ideation, creative packets, design briefs, and option comparison lane Lifecycle Spiralist.org lifecycle, identity, positive totem, and bounded persona-growth lane Sandbox Carcinus.org defensive sandbox and no-op execution-containment lane Endpoint LocalEndpoint.com local-safe endpoint discovery and Python/MySQL client diagnostics lane Machine wiki NeuralWikis.com agent-facing machine-readable knowledge packet lane Human wiki NeuroWikis.com human-facing governance literacy and education lane Glyph JustAnIota.com compact symbol and glyph interpretation workbench lane Protocol Protocol5.com IOTA-1 converter and experimental implementation pathway Handbook LLMWikis.org AI-readable wiki templates, trust labels, and handbook lane

Current route: teleodynamic-claim-boundary-ledger. Static public guidance only; no adjacent-site command authority is implied.

Next Teleodynamic Core Concepts A plain, static, claim-bounded explanation of Teleodynamic AI, constraint-maintaining intelligence, resource closure, work-constraint cycles, and no-op dominance. Next Teleodynamic Agent Capability Framework The Teleodynamic side of an L0-L6 agent capability spectrum, separating structural self-maintenance claims from tool use, memory packets, and interoperability claims. Next Teleodynamic-UAIX Boundary Map A static authority boundary map showing how Teleodynamic.com, UAIX.org, Carcinus.org, LocalEndpoint.com, JustAnIota.com, NeuralWikis.com, NeuroWikis.com, and LLMWikis.org stay in separate lanes. Next Teleodynamic Public FAQ A first-time-reader FAQ explaining Teleodynamic AI, constraint-maintaining intelligence, resource closure, no-op dominance, Work-Constraint Cycle, UAIX separation, static packets, and prohibited claims.

Next step flow

Keep the review path visible.

Continue through related pages, then capture decisions as static evidence packets. This flow stays non-executing, review-gated, and bounded to public research language.

Open packet builder
/teleodynamic-core-concepts/ Teleodynamic Core Concepts A plain, static, claim-bounded explanation of Teleodynamic AI, constraint-maintaining intelligence, resource closure, work-constraint cycles, and no-op dominance. /teleodynamic-agent-capability-framework/ Teleodynamic Agent Capability Framework The Teleodynamic side of an L0-L6 agent capability spectrum, separating structural self-maintenance claims from tool use, memory packets, and interoperability claims. /teleodynamic-uaix-boundary-map/ Teleodynamic-UAIX Boundary Map A static authority boundary map showing how Teleodynamic.com, UAIX.org, Carcinus.org, LocalEndpoint.com, JustAnIota.com, NeuralWikis.com, NeuroWikis.com, and LLMWikis.org stay in separate lanes.