Solving the Cross-Border Paradox: How European Authority Can Coexist with Global GPU Clusters.
Authors/Creators
Description
1. The Core Concept: Authority vs. Computation
The fundamental shift here is the move from Post-hoc Audit (checking what happened after the fact) to Runtime Enforcement (preventing unlawful actions before they happen).
-
The Computation Plane: This is the "muscle." It lives wherever compute is cheapest or most efficient (e.g., a GPU cluster in the US or a specialized cloud in Asia). It handles the heavy lifting of inference and data processing.
-
The Authority Plane: This is the "brain" and the "judge." It stays within European jurisdiction. It holds the legal keys and ensures that the computation plane isn't breaking GDPR or AI Act rules.
2. The Technical Building Blocks
The paper proposes four specific "enforcement primitives" to make this work without requiring "science-fiction" tech:
| Component | Function | Real-World Analogy ( Not equivalent) |
| Virtual Identity (VI) | Obfuscates the specific user/SME identity from the foreign compute provider while maintaining a link to the legal entity in Europe. | A secure "alias" or proxy. |
| Compliance Jurisdiction Tokens (CJT) | A digital "passport" that tells the compute plane exactly what it is allowed to do with a specific set of data. | A digital boarding pass with restricted access zones. |
| Algorithmic Logic Fingerprints (ALF) | Ensures the model being used hasn't been "tampered" with or swapped for an unapproved, biased, or unsafe version. | A file checksum or digital signature for code. |
| Dual-LAVR (Validation Receipts) | Generates two receipts: a detailed one for the owner (SME) and a "zero-knowledge" minimized one for public/regulatory audit. | A carbon-copy receipt where the merchant's copy hides your credit card number. |
3. The "Lawful Handshake"
Borrowing from the TLS/HTTPS analogy, the architecture introduces a gated workflow. Computation isn't a continuous stream; it's a series of authorized events.
-
Request: The Computation Plane asks to process a task.
-
Handshake: The Authority Plane (in Europe) checks the CJT and ALF.
-
Execution: If valid, the task runs.
-
Release: The output is held in a "buffer" until the Authority Plane issues a LAVR, green-lighting the release of the result to the end-user.
4. Why This Solves the "Human-Scale" Problem
The paper correctly identifies that manual review is the bottleneck of AI. If a European SME uses an AI to process 10,000 customer queries an hour, a human lawyer cannot review every query for GDPR compliance.
By using Split-Execution, the "rules" (the AI Act and GDPR) are converted into code within the Authority Plane. This allows for:
-
Automated Scalability: Compliance happens at the same millisecond-speed as the AI.
-
Cost Reduction: Businesses don't need to hire massive compliance teams for routine, high-volume tasks.
-
Sovereignty: Europe maintains its "digital borders" even when using global infrastructure.
Summary of the Shift
From: "I hope our engineers followed the policy we wrote in this PDF."
To: "The system physically cannot release this output unless it matches our European cryptographic fingerprint."
This architecture effectively turns legal requirements into physical constraints of the network. It treats "Lawful Authority" as a specialized form of Access Management, ensuring that just because a computer can process data, it doesn't mean it is authorized to do so.
Other
SANGAM KUMAR DAS
Electronics and Telecommunications Engineer | Independent Researcher in Cryptographic Infrastructure
Qualification: Bachelor of Technology in Electronics and Telecommunications Engineering
I am an independent inventor from Balasore,Odisha India, and a member of the European AI Alliance and WG1. I am the pending patent holder of the VI+CJT+ALF framework for AI governance, including, for example, PCT/IB2025/058743 and related families ( Filed first in August 2025 without any external funding ) . As India is my birthplace, I consider it my civic duty to ensure that any engagement concerning the possible implementation of these protocols remains transparent and conducted with full respect for the strategic and sovereign interests of all parties. I would be sincerely grateful if my papers could, in any way, contribute, even in the smallest measure, to the strengthening of EU laws. Should there be any interest in implementation, I would welcome Government-to-Government (G2G) discussions as the most appropriate and transparent path forward.
Research Integrity Statement
This body of research reflects 369 days and 9 hours of independent technical work without any external funding, including cryptographic design, analytical development, and engagement with institutional policy discussions.
All papers present original research and technical development related to the VI + CJT + ALF execution-time validation framework, including its application across multiple infrastructure domains.
Contemporary digital tools, including AI systems, have been used only for auxiliary purposes, such as literature review, reference checking, formatting, or editorial refinement. As English is not my first language, such tools have also been used to assist with language clarity and grammatical editing. These tools were not used to generate the core technical content.
The underlying architecture, framework design, technical reasoning, patent concepts, and policy analysis presented in these publications represent independent intellectual work developed by the author.
The diversity of application domains reflects extended independent analysis of execution-time enforcement principles, rather than automated or machine-generated content.
International Patent Publications (Transparency Disclosure)
For transparency, I disclose that I am the inventor of multiple internationally published patent applications under the WIPO Patent Cooperation Treaty (PCT) system, comprising approximately 2,550+ claims across filings. This disclosure is provided solely to maintain openness regarding related technical work and should not be construed as a request for funding, endorsement, or institutional support.
Disclosed works reflects a unified architectural concept—execution-time enforcement—implemented through structures such as Purpose Binding and the Virtual Identity (VI) + Compliance Jurisdiction Token (CJT) framework.
Indian-origin provisional filings further extend this same core concept into applied domains including CBDC relay-attack mitigation, CVID, ALF Binding / GPS inference prevention, location-topology protection, and satellite anti-coercion control. These are not separate inventions, but domain-specific embodiments of the same execution-time enforcement architecture.
While multiple domains are referenced—AI, cross-border data governance, telecom, and digital infrastructure—the contribution is not domain-specific expertise, but a unified architectural principle applied across domains to address privacy, sovereignty, and lawful data-use enforcement.
This submission is provided as independent technical research contributing to policy discussions on AI governance, data privacy, sovereignty, and infrastructure-level safeguards.
Official WIPO Publications (Geneva)
WO 2025/210622 — Protocol-Level Privacy Enforcement System
https://patentscope.wipo.int/search/en/detail.jsf?docId=WO2025210622
WO 2025/210623 — Virtual Identity (VI) + Compliance Jurisdiction Token (CJT) Framework
https://patentscope.wipo.int/search/en/detail.jsf?docId=WO2025210623
WO 2025/215626 — Sovereign-Scale Privacy & Data-Sovereignty Firewall
https://patentscope.wipo.int/search/en/detail.jsf?docId=WO2025215626
These publications collectively describe cryptographic purpose-bound enforcement, jurisdiction-aware validation, and fail-closed control at execution time across communications, payments, sensing, and digital infrastructure.
Statement of Motivation and Public Interest
The motivation for this work is not financial gain and remains independent of any potential patent outcome. Even if no patent claims were ever granted anywhere in the world, the effort would remain worthwhile if it helps demonstrate that privacy protection, lawful execution, and technological progress can advance together rather than in conflict.
I believe engineers have a duty to ensure that the technologies we build today do not undermine the autonomy, dignity, or safety of the people they are meant to serve, including our own children and future generations who will inherit these digital systems from us
Where intellectual property protection may arise, my intention is to support public-interest deployment. Any granted patent claims would be made available royalty-free for non-commercial sovereign or public-interest uses, while fair, reasonable, and non-discriminatory (FRAND) terms would apply to commercial implementations. The objective is not exclusivity, but responsible and accessible adoption.
As digital systems become increasingly autonomous and AI-driven, powerful technologies can shape behaviour, influence societies, and affect democratic processes at unprecedented scale. In this context, engineers and system architects carry a responsibility not only to innovate, but also to anticipate and mitigate the unintended consequences of the infrastructures they design.
Safeguarding privacy, public trust, and institutional integrity is therefore not only a technical challenge but also a broader professional responsibility of those designing the technological foundations of society.
The aim of this work is not to restrict innovation, but to help ensure that powerful digital systems operate within clear, lawful, and accountable execution boundaries, thereby preserving human autonomy and democratic resilience in an increasingly automated world.
All disclosures are provided in good faith to contribute to defensive engineering approaches, without constraining innovation, reversing technological progress, or presuming regulatory endorsement.
IP Disclosure :
AI Governance Patent Portfolio ( Filed in India )
My broader patent portfolio covers a family of inventions at the intersection of AI governance, cryptographic execution control, telecommunications architecture, privacy-preserving identity systems, spatial-data protection, and security-enforced network access. Within this wider portfolio, the filings can be grouped into the following technical clusters.
1. AI Governance Patent Portfolio
This cluster focuses on execution-time governance of AI and digital systems, including lawful processing, approved algorithm verification, split execution, sealed-state governance, fail-closed output control, and authorization at irreversible execution boundaries.
AI Governance Patent 1
Filing Date: 2025-12-20
Application Number: 202531129538
Title:Protocol-Level Cryptographic Enforcement of Lawful, Purpose-Bound and Jurisdiction-Aware Data Collection, Processing and Execution Using Virtual Identities, Compliance Jurisdiction Tokens and Data-Bound Cryptographic Fingerprints
AI Governance Patent 2
Filing Date: 2025-12-22
Application Number: 202531130168
Title:Cryptographically Enforced Algorithm Execution System Using Trusted Execution Environments and Approved Algorithmic Logic Fingerprints for Fail-Closed Control of Algorithm Outputs
AI Governance Patent 3
Filing Date: 2026-01-03
Application Number: 202631000572
Title:Cryptographic Execution-Time Enforcement System with Purpose- and Jurisdiction-Bound Authorization and Split Execution Control
AI Governance Patent 4
Filing Date: 2026-01-07
Application Number: 202631001586
Title:Systems and Methods for Cryptographic Enforcement of Execution Authority at Commit-Time, Settlement-Time, and Other Irreversible System Boundaries in Distributed, Hardware-Backed Digital Systems
AI Governance Patent 5
Filing Date: 2026-01-12
Application Number: 202631002990
Title:Systems and Methods for Execution-Time Authorization Using Multi-Authority, Quantum Resilient, and Context-Adaptive Cryptographic Enforcement at Irreversible Execution Boundaries
AI Governance Patent 6
Filing Date: 2026-01-22
Application Number: 202631006616
Title:Systems and Methods for Execution-Time Authority Enforcement and Fail Closed Control of Terrestrial and Satellite Communications Using Cryptographically Bound Authority Tokens
AI Governance Patent 7
Filing Date: 2026-02-18
Application Number: 202631018571
Title:Cryptographically Isolated Execution Authority Enforcement System with Hardware-Rooted Capability Withholding, Sealed State Governance, and Multi-Modal Design-Around Closure Across Irreversible Action Boundaries
2. CVID / 6G Telecom Architecture Patent Portfolio
This cluster covers the telecommunications and future-network communication side of the portfolio, especially CVID-style inbound authorization, capability-validated reachability, pre-delivery enforcement, callee opacity, communication gating, and 6G-ready trust architecture.
Telecom / CVID Patent 1
Filing Date: 2026-01-20
Application Number: 202631005583
Title:Systems and Methods for Cryptographically Enforced Consumable Communication Aliases with Inseparable Quota-Based and Time-Based Revocation for Inbound Call and Message Routing
Telecom / CVID Patent 2
Filing Date: 2026-01-20
Application Number: 202631005645
Title:Consumable Cryptographic Authorization for Inbound Communication Routing with Hardware Enforced, Non-Overrideable Exhaustion at Pre-Delivery Gateways
Telecom / CVID Patent 3
Filing Date: 2026-01-30
Application Number: 202631009579
Title:Systems and Methods for Cryptographically Enforced Preview-to-Unlock Communication Execution at Network and Application Levels
Telecom / CVID Patent 4
Filing Date: 2026-02-03
Application Number: 202631011216
Title:Capability-Based Inbound Reachability Control for Telecommunication Systems
Telecom / CVID Patent 5
Filing Date: 2026-02-16
Application Number: 202631016797
Title:Systems and Methods for Cryptographically Enforced Non-Bearer Inbound Communication Reachability Using Pre-Delivery Authorization Validation within a Protected Authorization Domain
Telecom / CVID Patent 6
Filing Date: 2026-03-24
Application Number: 202631035846
Title:Enhanced Cryptographic Binding, Purpose Enforcement, and Callee-Opacity Mechanisms for Capability Validated Inbound Communication Handles
These telecom-oriented filings collectively address a future communications architecture in which reachability itself becomes cryptographically governed, rather than being treated as a permanently exposed or reusable address.
3. GPS / Spatial / Location-Privacy Patent Portfolio
This cluster addresses location privacy, GNSS protection, topology-inference prevention, and controlled disclosure of raw device or spatial data.
GPS / Spatial Patent 1
Filing Date: 2026-01-16
Application Number: 202631004331
Title:Hardware-Enforced, TEE-Rooted Execution Architecture for Preventing Location and Topology Inference at Execution Finality
GPS / Spatial Patent 2
Filing Date: 2026-03-03
Application Number: 202631024957
Title:Hardware-Enforced, TEE-Rooted Architecture for Purpose-Bound and Non-Joinable Disclosure of GNSS and Spatial Sensor Data
GPS / Spatial Patent 3
Filing Date: 2026-03-14
Application Number: 202631030760
Title:System and Method for Trusted Execution Environment–Based Authorization and Selective Disclosure of Raw Device and Identity Data
Together, these filings focus on ensuring that raw location, sensor, and device-linked data cannot be freely exposed, reconstructed, or joined outside protected execution boundaries.
4. Security / VPN / Access Control Architecture Patent Portfolio
This cluster is directed to security architecture, privacy-preserving access control, governed network admission, attested tunnels, cryptographic enforcement of protected communication, and controlled delivery/display behavior. This is also the most appropriate place to include the two 2025-12-09 multi-vault filings, because they are not only telecom-oriented, but also foundational to the portfolio’s broader security, access-control, and trust architecture.
Security / Access Control Patent 1
Filing Date: 2025-12-09
Application Number: 202531123959
Title:Multi-Vault Virtual Identity and Compliance Jurisdiction Token System for Privacy-Preserving Digital Transactions and for Future Networks with Cryptographic Enforcement and Offline Payment Capability
Security / Access Control Patent 2
Filing Date: 2025-12-09
Application Number: 202531123977
Title:Multi-Vault Virtual Identity and Compliance Jurisdiction Token System for Privacy-Preserving Digital Transactions and for Future Networks with Cryptographic Enforcement and Offline Payment Capability
Security / VPN Patent 3
Filing Date: 2026-03-27
Application Number: 202631038227
Title:Governed Tunnel Establishment and Destination-Scoped Network Admission Control Using Trust-Domain Attestation
Security / Controlled Delivery Patent 4
Filing Date: 2026-04-01
Application Number: 202631041923
Title:System and Method for Dual-Layer Cryptographically Enforced Delivery and Display Control of Restricted Digital Content
This part of the portfolio extends into network trust enforcement, governed access, protected communication paths, and cryptographically constrained control of delivery, display, and destination admission.
5. Related Portfolio Elements
The wider portfolio also includes related filings spanning identity firewalling, offline payments, semantic ALF-based invalidation, controller-layer enforcement, and non-bypassable data processing, including the following:
- 202531125643 — Profile Identity Firewall: TEE-Derived Rotating Visual/Name/Biometric Virtual Identities Inseparably Bound to Compliance Jurisdiction Tokens with Multi-Layer Enforcement
- 202531130665 — Fail-Closed Cryptographic Execution Control for Offline Payments Using Algorithmic Logic Fingerprints, Virtual Identities, and Context-Bound Authorization to Prevent Relay Attacks, Eliminate Proximity Dependence, and Resolve the Privacy–Fraud Trade-Off
- 202631007467 — Semantic Algorithmic Logic Fingerprinting with Execution-Finality Enforcement Architecture and Automatic Approval Invalidation Using Trusted Execution Environments
- 202631011630 — Systems and Methods for Execution-Time Authorisation of Relay-Resistant Offline Digital Currency Transactions Using Split Execution and Sealed-State Spending Capabilities
- 202631034260 — System and Method for Execution-Time Authorization, Attested Validation Record Generation, and Non-Bypassable Data Processing Using a Controller Layer and Cryptographically Isolated Enforcement Domain
Taken together, this portfolio is not limited to AI governance alone. It also extends into telecom and 6G communication architecture, CVID-based inbound authorization, GPS and spatial-data protection, VPN and trusted tunnel governance, and security-enforced access control, with a common focus on cryptographic, execution-time, fail-closed technical enforcement rather than policy-only compliance.
AI Governance Patent Portfolio Filed at WIPO Geneva
My broader patent portfolio covers a family of inventions at the intersection of AI governance, cryptographic execution control, telecommunications architecture, privacy-preserving identity systems, spatial-data protection, and security-enforced network access. These filings, originating from India and extended through international patent strategy, are directed to a common technical objective: moving governance, authorization, compliance, and control from policy and documentation layers into execution-time, cryptographically enforced, fail-closed infrastructure.
A central filing within this broader portfolio is:
PCT Application Number: PCT/IB2026/053385
Title: Hardware-Enforced Cryptographic Execution-Time Governance Infrastructure for Artificial Intelligence Machines, Satellite, Digital Currencies, and Autonomous Systems Using Capability Withholding, Algorithmic Logic Fingerprinting, and Fail-Closed Enforcement at Irreversible Execution Boundaries
This broader portfolio can be grouped into the following technical clusters:
1. AI Governance and Execution-Time Control
This cluster focuses on technical architectures for governing AI systems, machine decisions, and autonomous computation at the point of execution. The inventions introduce execution-time authorization, capability withholding, algorithmic logic fingerprinting, and fail-closed enforcement so that outputs, actions, or irreversible computational effects cannot occur unless cryptographically validated authority is present at runtime.
2. Telecommunications and Future Network Architectures
This cluster covers telecom and future-network systems, including privacy-preserving and policy-aware communication architectures for advanced digital networks. The inventions address secure communication control, jurisdiction-aware routing, cryptographically enforced access, and infrastructure-level mechanisms relevant to 6G, secure telecom systems, and next-generation network governance.
3. Privacy-Preserving Identity and Compliance Systems
This cluster focuses on technical frameworks using virtual identities, compliance jurisdiction tokens, and related cryptographic structures to enable privacy-preserving transactions, lawful processing, and controlled disclosure. The emphasis is on replacing persistent identifiers with technically constrained, context-bound, and governance-aware identity mechanisms.
4. Spatial Data, GPS, and Location Protection
This cluster covers architectures for protecting sensitive spatial and sensor-derived data, including GPS and other location-linked information. These inventions are directed to preventing unauthorized disclosure, inference, reconstruction, or misuse of protected spatial data through secure execution paths and enforcement controls.
5. Security Architecture, VPN, and Access Control
This cluster addresses secure system access, controlled network participation, VPN-related security architectures, and cryptographically enforced access-control mechanisms. The inventions focus on preventing unauthorized connectivity, misuse of credentials, and insecure disclosure by embedding technical enforcement directly into system architecture rather than relying only on software policy.
6. Satellite, Autonomous Systems, and Secure Digital Currency
This cluster extends execution-time governance principles to satellite systems, autonomous machines, and digital currency/payment infrastructures. It covers fail-closed authorization of communication, movement, settlement, and machine actions at irreversible execution boundaries, ensuring that high-impact operations cannot proceed without validated cryptographic authority.