Theory
Theoretical Strategy defines Teleodynamic AI as two-timescale structural learning with endogenous resource state and local cost-benefit decisions.
Research resources
Helpful links for Teleodynamic AI
A source-routed map of the pages, standards, memory systems, and implementation references that make the Teleodynamic AI research hub useful instead of isolated.
Best starting points on this site.
Build plan
Roadmap turns the theory into phases: minimal substrate, R(t), slow loop, reversible operators, phase detection, and audit export.
Communication
Teleodynamic AI Communication covers semantic glyph records, controlled meaning inventories, IOTA-1 / ɪ≃1, and comprehension testing.
Architecture
Architecture shows the fast loop, slow loop, resource manager, constraint registry, trace logger, and glyph semantics kernel.
Evaluation
Evaluation lists the plots and gates that matter: structural economy, viability retention, public-symbol compatibility, and auditability.
Glossary
Glossary defines the key terms future readers and agents need before making claims about this research track.
Source systems and actual sites.
Teleodynamic.com is one member of a source-routed ecosystem. Each linked site owns its own claims, tools, packages, and public boundaries.
Standards authorityUAIX.orgUAI-1, Project Handoff, Agent File Handoff, AI Memory package guidance, validator and conformance boundaries.
Handbook authorityLLMWikis.orgLLM Wiki structure, metadata, trust labels, source policy, governance, starter templates, and AI-agent reading paths.
Long memoryAIWikis.orgPublic dogfood, source-routing visibility, reviewed long-memory preservation, and public-safe outcome feedback.
Implementation pathProtocol5.comProtocol5 parent brand, UAI .NET distribution surfaces, and the IOTA converter experiment path.
IOTA workbenchJustAnIota.comCompact-message tooling, public identity, and related IOTA-1 interface experiments.
Builder profileMichaelKappel.comPersonal project hub for software architecture, AI integration, and related independent software properties.
Implementation references.
AI Memory Package Wizard
UAIX AI Memory Package Wizard helps generate local handoff files, receiver briefs, startup packets, and optional LLM Wiki plans.
LLM Wiki Setup Wizard
LLMWikis Setup Wizard helps plan source policy, trust labels, wiki structure, governance, and agent routes.
Protocol5 converter
Protocol5 IOTA converter is the external experiment path for approximate public-symbol interpretation.
Long memory archive
AIWikis.org stores reviewed Teleodynamic long-memory evidence only after source-site review, disposition, checksums, and transfer evidence.
Research anchors.
Teleodynamic learning
Teleodynamic Learning on arXiv is linked as an external research anchor, not as final proof of a mature AI paradigm.
Teleodynamic architectures
Rudolph's Teleodynamic Architectures record is useful for architecture language and open questions.
Semantic glyphs
EASY-AI glyph research is a public route into semantically composable glyph systems.
External research links are context for inquiry. They do not make Teleodynamic.com a standards authority, certification surface, or deployed runtime.