Principlev1

Design behavioral chains as modular architectures of 3-5

Design behavioral chains as modular architectures of 3-5 sub-chains when total length exceeds 7-8 links, with each sub-chain having its own independent anchor and terminal reward to prevent cascading failure.

Why This Is a Principle

This derives from Working Memory Capacity Limit (working memory holds ~4 items), Hierarchical Chunking Expands Capacity (chunking and hierarchical organization), Complex systems that work evolved from simple systems that (complex systems evolved from simple systems that worked), and Chain reliability is multiplicative — the probability that (chain reliability is multiplicative). The principle prescribes a specific modular architecture to address two independent constraints: multiplicative reliability decay (longer chains fail more) and working memory limits (tracking too many non-automatic links causes overload). It's general enough to apply to any complex behavioral sequence while specific enough to provide structural guidance.

Source Lessons

L-1048

Chain length optimization

Chains that are too long become fragile — keep them at a manageable length.

Connections

Derived From (4)

AxiomWorking Memory Capacity Limit AxiomHierarchical Chunking Expands Capacity AxiomComplex systems that work evolved from simple systems that AxiomChain reliability is multiplicative — the probability that

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