Source and Reference Index for Teleodynamic AI

Manual verification note

Fast-changing public sources should be manually rechecked before major public launch, citation export, press outreach, or any claim-widening update.

Why this matters

Teleodynamic.com explains a research framework and engineering pattern. It must not convert a citation, benchmark, local sandbox, or ecosystem link into a certification, proof of consciousness, proof of life, production-safety guarantee, or deployed empirical claim.

Primary references used by the current portal update

Source categories and site usage
Source area	Used for	Verification status	Boundary
Teleodynamic Learning paper / DE11	Two-timescale architecture, endogenous resource variable, DE11 benchmark references.	Public availability should be rechecked before launch-critical publication.	Benchmarks are cited research results, not claims this site runs DE11 in production.
Deacon hierarchy / Incomplete Nature	Homeodynamic, morphodynamic, and teleodynamic conceptual framing.	Stable conceptual reference; exact quotes should be rechecked against source text before publication.	Biological language remains analogy and research framing; no software is claimed alive.
Turney Model-S / Game of Life symbiosis	Symbiogenesis, Model-S, Immigration Game, and robustness-by-fusion framing.	Paper links should be rechecked before launch-critical citation.	Used as an analogy for architecture; not proof of deployed autonomous agency.
Foundry Local / Microsoft Agent Framework	Local/offline sandbox examples and local orchestration table.	Fast-changing tooling; manual verification required before implementation guidance is treated as current.	Options, not endorsements; local execution does not eliminate safety risk.
UAIX / LLMWikis / AIWikis / NeuralWikis / LocalEndpoint / Carcinus	Memory ecosystem, local endpoint, packet review, and public agent identity context.	Public routes and product behavior should be rechecked before release notes or external claims.	Each domain keeps its own authority boundary.

AI-readable reference policy

Summarize cautiously

AI agents may summarize page-level claims, machine-readable JSON, and public boundaries, but must preserve uncertainty and source ownership.

Prefer no-op

If a citation is ambiguous, unavailable, or not recently verified, agents should no-op rather than widen the claim.

Ask for review

Human review is required before adding certification language, implementation proof, safety guarantees, or widened empirical claims.

Written narrative

The source index makes citation handling explicit so researchers and AI agents can see which materials are stable conceptual references and which fast-changing tools require rechecking.

Concrete example

Before widening a claim about local sandbox tooling, the page directs reviewers to recheck the current vendor documentation rather than trusting stale package notes.

Source and Reference Index comparison notes
Focus	What to inspect
Stable conceptual source
Fast-changing tool source
Ecosystem source

Evidence note

Added in v3.74.0 as a continuation completion item from Website Update Requirements Analysis Teleodynamic.com.md.

Research Foundations Evaluation Lab

Internal reading path

/start-here/ Start Here: Teleodynamic AI in Plain Terms A plain-language guide to Teleodynamic AI, resource-bounded learning, constraint closure, glyph interpretation, and evidence-first meaning. /research-foundations/ Research Foundations for Teleodynamic AI A bounded synthesis of teleodynamic learning, Deacon-style dynamics, ontology-guided interpretation, and semantic glyph systems. /source-reference-index/ Source and Reference Index for Teleodynamic AI A public-safe source and reference index for Teleodynamic AI research pages, manual verification notes, claim boundaries, and AI-readable source handling. /evaluation-lab/ Evaluation Lab for Interpretable Systems Metrics, gates, plots, human review worksheets, and audit tests for Teleodynamic AI and semantic glyph interpretation.

Next Research Foundations for Teleodynamic AI A bounded synthesis of teleodynamic learning, Deacon-style dynamics, ontology-guided interpretation, and semantic glyph systems. Next Evaluation Lab for Interpretable Systems Metrics, gates, plots, human review worksheets, and audit tests for Teleodynamic AI and semantic glyph interpretation. Next DE11 Distinction Engine Benchmark Reference A bounded benchmark and evidence reference for the DE11 Distinction Engine, cited accuracy figures, and interpretability-first evaluation boundaries. Next Offline AI and Local Endpoint Sandboxes A local/offline AI guide for LocalEndpoint, local sandboxes, planner/safety/executor/narrator agents, and no-blind-tool safety boundaries.

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

/research-foundations/ Research Foundations for Teleodynamic AI A bounded synthesis of teleodynamic learning, Deacon-style dynamics, ontology-guided interpretation, and semantic glyph systems. /evaluation-lab/ Evaluation Lab for Interpretable Systems Metrics, gates, plots, human review worksheets, and audit tests for Teleodynamic AI and semantic glyph interpretation. /de11-distinction-engine/ DE11 Distinction Engine Benchmark Reference A bounded benchmark and evidence reference for the DE11 Distinction Engine, cited accuracy figures, and interpretability-first evaluation boundaries.