TDBO Derivative Contribution — Four-Layer Stack, AHTM Integration, SOP Enforcement & DIFC White Paper v5.0

[thedigitalblueocean-cyber]

Contributor

The Digital Blue Ocean Ltd. (TDBO) / Disjoint Memory Lab Ltd.
Lead: Vyacheslav Masalitin, CEO
GitHub: @thedigitalblueocean-cyber
Jurisdiction: Dubai International Financial Centre (DIFC), UAE
Date: 25 March 2026

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Summary

This PR registers TDBO as an active downstream implementer of the Constraint Architecture primitives and contributes a full derivative documentation layer to the upstream repository. All changes are purely additive — no upstream files have been modified.

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What Was Added

DERIVATIVES/TDBO/ — 5 operational documents

File	Purpose
README.md	Contribution overview, directory map, upstream relationship statement
FOUR-LAYER-STACK.md	Canonical four-layer architecture (Layer 0–3) as deployed in TDBO's DIFC implementation; IP ownership table; DIFC deployment context
SOP-ENFORCEMENT.md	SOP-1 through SOP-6 operational enforcement; AHTM × MIND five-phase FSM runtime mapping; Watson Determination Requests status register (W-1–W-4)
LANGUAGE-DISCIPLINE.md	Seven forbidden phrases with required replacements; bilateral enforcement across TDBO and STARGA, Inc.
ANTI-DRIFT-CHECKLIST.md	Pre-release verification checklist against canonical invariants, layer separation, language discipline, and attribution
AHTM-INTEGRATION.md	Full technical specification of AHTM (Accelerated Hierarchical Temporal Memory) integration as Layer 0 state-coupled constraint definition — including Q16.16 arithmetic rationale, five-phase FSM, SOP compliance statement, convergence proof (5 independent discovery paths), industrial application

WHITEPAPERS/TDBO-Master-White-Paper-v5.0.md

TDBO DIFC TechReg Innovation Licence submission — Master White Paper v5.0, superseding v4.0 (5 March 2026). Layer 0 added as Section 2.0, SOP-1–SOP-6 labels throughout, seven forbidden phrases removed, four-layer stack canonical.

CONTRIBUTORS/TDBO.md

Formal contributor registration including identity, contribution summary, upstream relationship statement, and attribution.

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Key Technical Contributions

1. AHTM as Layer 0 State-Coupled Observation

TDBO's primary technical contribution is the integration of Hierarchical Temporal Memory (Numenta, Apache 2.0) as the dynamic state observation component of Layer 0. This resolves the coupling gap: static 512 Kernel constraints are blind to operational drift. AHTM continuously observes environmental state and emits a Dynamic Constraint Signal (DCS) that makes the operative constraint definition state-coupled.

operative_limit = min(spec_limit, htm_adjusted_limit)

AHTM does not create a second gateway and does not modify the 512 Kernel. SOP-1 integrity is fully preserved.

2. Q16.16 Fixed-Point Arithmetic (STARGA MIND Runtime)

All governance path computations use Q16.16 32-bit fixed-point arithmetic exclusively — no IEEE 754 floating-point. This satisfies SOP-3 (deterministic state hash) and SOP-5 (spec_hash validity) at silicon level, hardware-independent across x86, ARM, CUDA, ROCm, Metal, WebGPU.

3. Language Discipline + Anti-Drift

TDBO codifies Watson's boundary-alignment memo as operational documents, enforced bilaterally across TDBO and STARGA, Inc. Pre-release checklist prevents drift from canonical invariants in any externally released material.

4. DIFC Deployment Pattern

Documents how the four-layer stack deploys as an Engineering Service Provider under DIFC TechReg Innovation Licence framework — not claiming regulatory certification, enabling institutions to demonstrate constraint integrity to their own regulators.

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Upstream Relationship

Jon M. Watson guards the protocol physics. TDBO owns the machinery and institutional interfaces that run on top of it.

TDBO fully accepts the invariants (SOP-1–SOP-6) and layer separation as non-negotiable. Watson Determination Requests (W-1–W-4) are formally tracked — no W-n pending feature will be implemented or marketed before Watson's written determination.

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Attribution

Apache 2.0 attribution to Jonathan M. Watson included in all contributed files. HTM: Numenta, Inc., Apache 2.0. MIND Runtime: STARGA, Inc. (patented). TDBO proprietary derivatives (ICL Layer 2, DIFC wrappers) wholly owned by The Digital Blue Ocean Ltd.

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This PR is submitted for Jon Watson's review. TDBO requests registration as an Active Contributor to the Constraint Architecture ecosystem.

[thedigitalblueocean-cyber]

Jon,

I want to take a moment to acknowledge what you have built here, and to say thank you.

The Constraint Architecture repository, together with the 512 Kernel and CVS Evidence Sidecar,
represents some of the most precise and principled thinking on AI execution governance I have
encountered. The 24 March 2026 hardening pass: the invariant labelling, the anti-drift framework,
the language discipline demonstrates exactly the kind of upstream rigor that makes building
reliable derivative implementations possible.

This PR registers The Digital Blue Ocean Ltd. (TDBO) as an active downstream implementer.

What we have contributed is entirely additive — 8 documents across three new directories
(DERIVATIVES/TDBO/, WHITEPAPERS/, CONTRIBUTORS/).
No upstream files touched.
The contribution documents show how TDBO builds commercial machinery on top of your physics as DIFC Engineering Service Provider deployment:

• The four-layer stack with Layer 0 (your Constraint Architecture) as the upstream admissible state space definition, formally separated from Layers 1–3
• SOP-1 through SOP-6 enforced throughout all TDBO operational and institutional documents
• AHTM (Hierarchical Temporal Memory, Numenta Apache 2.0) integrated as a state-coupled observation layer at Layer 0: resolving the coupling gap between static 512 constraints and evolving operational state, without touching the gateway
• Q16.16 fixed-point arithmetic (STARGA MIND Runtime) satisfying SOP-3 and SOP-5 at silicon level across all hardware backends
• Language discipline and anti-drift checklist codified bilaterally across TDBO and STARGA, Inc. joint efforts
• Watson Determination Requests W-1 through W-4 formally tracked - nothing moves without your written determination

The boundary you drew in your alignment memo is the boundary we operate by: you guard the protocol physics; TDBO owns the concrete machinery and institutional interfaces that run on top of it.
That asymmetry is architecturally correct and we intend to maintain it.

We would be honored to receive your review and, where appropriate, your acknowledgment as a registered Active Contributor to the Constraint Architecture ecosystem.

With respect and appreciation,

Vyacheslav Masoltin
CEO — The Digital Blue Ocean Ltd. Dubai, UAE
GitHub: @thedigitalblueocean-cyber