SPECIFICATION · VERSION 1.1
NS-L6 v1.1 — Human–LLM Responsibility Framework

The authoritative normative specification of the Human–LLM Responsibility Framework.
This release defines the structural, procedural, and epistemic invariants required to maintain deterministic responsibility boundaries.

NS-L6 Standard — v1.1

Status: FINAL — Normative Publication

Canonical Source:
GitHub Release — v1.1

Version 1.1 provides the first complete and formally validated public release of the NS-L6 Standard. It includes the core specification, supporting RFC, and a set of foundational normative appendices establishing semantics, proofs, and threat models.

Included Documents

NS-L6 RFC v1.1 — Strict Final

1. Abstract

This RFC defines the NS-L6 Standard responsibility architecture for human–LLM systems. It specifies a non-invertible, seven-layer model establishing responsibility boundaries, axioms, and normative imperatives governing human–LLM interaction systems. This document is fully normative except where explicitly declared informative.

2. Status of This Memo

This document is part of the NS-L6 Standard suite and constitutes the authoritative RFC for version 1.1. It is not an IETF publication but follows the RFC formatting conventions for clarity and interoperability. Distribution of this memo is unlimited.

3. Terminology (Normative)

All terms are to be interpreted as defined in the NS-L6 Framework v1.1.

  • Actor — human or institutional entity capable of responsibility.
  • LLM — stateless transformer-based language model.
  • Layer (L0–L6) — structural strata of the NS-L6 model.
  • Responsibility — defined by observability and controllability.
  • Axiom — non-negotiable formal rule.

Terms such as MUST, MUST NOT, REQUIRED, SHALL, SHALL NOT, SHOULD, SHOULD NOT, MAY, and OPTIONAL are to be interpreted as specified in RFC 2119.

4. Normative References

  • (NR-1) NS-L6 Framework v1.1
  • (NR-2) ISO/IEC 42001 Artificial Intelligence Management Systems
  • (NR-3) RFC 2119 — Key Words for Use in RFCs
  • (NR-4) CC BY-ND 4.0 License Specification

5. Informative References

  • (IR-1) EU AI Act (Final Text)
  • (IR-2) NIST AI Risk Management Framework
  • (IR-3) OECD AI Principles

6. Introduction (Informative)

The NS-L6 Standard establishes a layer-based responsibility system for human–LLM ecosystems. The RFC serves as a condensed formalization of the normative requirements from the Framework, suitable for auditors, regulators, and system architects.

7. Architectural Model (Normative)

NS-L6 specifies the following invariant layers:

  • L0 — Physical
  • L1 — Computation
  • L2 — Model
  • L3 — Output
  • L4 — System
  • L5 — Interaction
  • L6 — Normative

Cross-layer inference is prohibited. Layers MUST NOT be collapsed or merged in any compliant system.

8. Specification (Normative)

8.1 Axioms

  • Axiom A1 — No Downward Inference — responsibility MUST NOT be derived from lower-layer state.
  • Axiom A2 — Observability — actors MUST NOT be responsible for unobservable states.
  • Axiom A3 — Controllability — actors MUST NOT be responsible for transitions they cannot control.
  • Axiom A4 — LLM Non-Agency — no responsibility SHALL apply to layers L0–L3.
  • Axiom A5 — Boundary Integrity — structural boundaries MUST be preserved.

8.2 Normative Imperatives (Mandatory)

Systems MUST implement all 14 imperatives defined in the NS-L6 Framework.

8.3 Responsibility Mapping

Responsibility MUST be assigned only to L5 and L6 entities. System-level (L4) responsibility MUST be technical, not normative. Model-level (L2) responsibility MUST always be zero.

9. Security Considerations (Normative)

Compliant systems MUST prevent:

  • downward inference attacks
  • timestamp manipulation
  • responsibility projection
  • tool-boundary violations
  • normative-bypass attempts

Security controls MUST align with Appendix C Threat Model.

10. IANA Considerations

This document requires no IANA actions.

11. Appendices

Appendix A — Formal Proofs
Appendix B — Formal Semantics
Appendix C — Threat Model

(Appendices are external documents.)

12. End of Document