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Design Decisions

The rationale behind key architectural choices — split by topic. Each file covers one major design domain.

  • Foundation — non-negotiable identity, single agent, unified memory, Org-mode as AST, homoiconicity
  • The Two Brains — probabilistic-deterministic split, four pillars, dispatcher as learning system
  • Safety & Self-Preservation — self-preservation, type-level gates, layered signal authentication
  • The Symbolic Engine — five architecture options, chosen path, ephemeral-first, gate bootstrap, LLM as proposer, cardinality policies, ontology, awakening, Merkle DAG, fact interface
  • Knowledge Sources — Wikidata as entity backbone, MOMo empirical validation
  • Implementation Properties — performance, provenance chain as product
  • Engineering Infrastructure — REPL, cybernetic loop, observability, literate programming, evaluation harness, MCP strategy, local-first, token economics, time awareness, definite description resolution
  • Validation — Whitehead, McCarthy, Marcus, CREST, competitive argument
  • Open Questions — unresolved design decisions
  • Relation to Existing Architecture — how the neurosymbolic engine extends the current design