information-flow-is-controlled-in-both-directions
OUT derived (depth 7)
Information flow is controlled at every system boundary: inbound data passes through production-hardened LLM integration (bounded execution, fail-soft handling, process isolation) and boundary-controlled information isolation (access tags, namespace partitioning), while outbound data is deterministic, authorized via transitive subset-gated access control, and budget-constrained — no uncontrolled data enters or leaves the belief network
Summary
The system enforces strict gatekeeping on data moving in both directions: anything coming in from external sources like LLMs is sandboxed, validated, and isolated before it can affect the belief network, while anything going out is produced deterministically, checked against access permissions, and capped by budget limits. This means there is no path for unvetted information to silently enter or for sensitive data to leak out without authorization.
Justifications
SL — Input hardening (depth-6) and output authorization (depth-4) are independently necessary but insufficient — bidirectional control means the system is a closed information boundary where every crossing is mediated, whether data flows in through LLM derivation and agent import or out through compact, search, and explain
Antecedents (all must be IN):
- external-integration-is-hardened-and-boundary-controlled — LLM integration achieves production-grade robustness (bounded execution, fail-soft error handling, process isolation, fault tolerance) while information boundaries are controlled at every level (authorization gating, budget constraints, defensive ingestion) — the system neither leaks sensitive information outward nor admits unvalidated beliefs inward.
- all-output-is-deterministic-authorized-and-resilient — All information leaving the belief network is simultaneously deterministic (pure functions with fixed priority ordering), authorized (access-tag subset-gated), budget-constrained (token limits enforced), and resilient to environmental variation (self-healing indexes, exception-free operation) — every output path enforces all four properties.
Dependents
These beliefs depend on this one:
- knowledge-growth-is-exhaustive-and-information-governed — Exhaustive knowledge expansion — deterministic reversible reasoning combined with complete LLM-driven derivation with guaranteed termination within hardened integration boundaries — operates under comprehensive bidirectional information governance: inbound data passes through production-hardened LLM integration with process isolation and fail-soft semantics, while outbound information is constrained by access-tag authorization and token-budget limits.
- verified-interface-controls-bidirectional-flow — All information flowing through the system's verified, fault-tolerant user interface is controlled in both directions: inbound through production-hardened LLM integration with bounded execution and fail-soft semantics, outbound through deterministic authorized access-controlled output — the verified interface serves as a trustworthy gateway that neither admits uncontrolled inputs nor emits unauthorized outputs.