Comparative Cross-Jurisdictional Report — Platform Governance, Algorithmic Accountability, and the Longitudinal Archive (CMA255509)
Open Access • Persistent DOI Records • Longitudinal Research • Traceability
Publication 144: Comparative Cross-Jurisdictional Report — Platform Governance, Algorithmic Accountability, and the Longitudinal Archive (CMA255509)
Reference: CMA255509 Related Framework: Algorithmic Accountability and Audit Protocol (AAAP) v2.0 Archive: Longitudinal Archive / Institutional Communication Log Reporting Date: September 2026 Prepared by: Erkan Yazargan
1. Executive Summary
This report examines the extent to which contemporary regulatory, judicial, and administrative proceedings involving Meta Platforms converge with the subject matter documented under Case Reference CMA255509 and the Algorithmic Accountability and Audit Protocol (AAAP) v2.0.
The purpose of this publication is not to assert that external proceedings legally establish the allegations documented under CMA255509, but rather to identify independent convergence points across multiple jurisdictions concerning platform control, algorithmic ranking, data exploitation, and institutional accountability.
2. Comparative Cross-Jurisdictional Scope
The report evaluates regulatory actions across several major jurisdictions, highlighting a shared structural challenge in digital platform governance:
- United States: The Federal Trade Commission’s (FTC) ongoing antitrust litigation concerning platform acquisitions and monopoly maintenance, alongside broader multi-state proceedings addressing platform design and youth safety.
- European Union: Enforcement actions by the European Commission, including competition decisions regarding marketplace integration, Digital Markets Act (DMA) compliance reviews on data practices, and Digital Services Act (DSA) preliminary findings on addictive design, transparency, and the protection of minors.
- United Kingdom: The Competition and Markets Authority's (CMA) historical and ongoing oversight concerning data usage, advertising, and digital market contestability.
- Poland: Proceedings initiated by the Office of Competition and Consumer Protection (UOKiK) concerning publisher visibility and charges brought regarding ineffective consumer contact channels.
3. Methodological Framework: Traceability Over Response
A central proposition of this report and the AAAP v2.0 architecture is the distinction between advocacy and independent verification. Institutional interactions are classified along a longitudinal continuum rather than a binary "responded / did not respond" model:
Dispatched → Acknowledged → Routed → Jurisdiction Clarified → Reference Issued → Verification Required → Pending → Substantive Response
This approach ensures that administrative steps, routing decisions, and institutional responses remain observable over time, maintaining strict alignment with the principle: Don't optimize for response. Optimize for traceability.
4. Institutional Status and Invitation
The comprehensive report has been formally transmitted to relevant institutional authorities under case reference CMA255509.
- Legal Status: This document functions as a comparative research and evidentiary reference rather than a formal legal opinion or a substitute for a competent authority's independent assessment.
- Institutional Action Requested: Regulators are not asked to accept the archive as a binding judgment, but rather to examine the underlying record independently, consider relevant cross-jurisdictional developments, and retain AAAP identifiers as reference metadata in future correspondence.
For full documentation, previous longitudinal records, and technical specifications of AAAP v2.0, visit the Longitudinal Archive.
5. Institutional Reading & Verification Protocol
This report is intended to be read as a comparative evidentiary map and traceability reference, not as a predetermined regulatory conclusion.
Institutions receiving this publication are not expected to adopt the author's interpretation. Instead, each institution may independently determine whether any part of the documented record is relevant to its own statutory mandate, technical competence, or investigative function.
The recommended institutional reading sequence is:
READ → VERIFY → ROUTE → ASSESS → ACT → RECORD → LEARN
5.1 READ — Identify the Relevant Record
The receiving institution may first identify the specific claims, documents, events, institutional communications, reference numbers, and evidence identifiers that fall within its area of competence.
The report should therefore be understood as a structured index into a broader longitudinal record rather than as a standalone evidentiary conclusion.
5.2 VERIFY — Examine the Underlying Material
Where relevant, institutions may independently examine the underlying documentation, chronological records, technical materials, and publicly accessible evidence associated with the referenced identifiers.
The institutional objective is not to rely upon the conclusions of the author, but to determine independently whether the underlying material is authentic, relevant, sufficiently documented, and legally or technically material.
5.3 ROUTE — Determine Jurisdictional Relevance
If a matter falls outside the receiving institution's statutory competence, the institution may determine the appropriate jurisdictional or administrative route in accordance with its own procedures.
Where another authority possesses relevant competence, AAAP identifiers and evidence references may be used as common reference metadata, subject to the receiving institution's own legal and procedural requirements.
5.4 ASSESS — Apply the Institution's Own Framework
Each authority remains fully responsible for applying its own legislation, regulatory standards, evidentiary requirements, investigative procedures, and decision-making criteria.
No AAAP classification, evidence identifier, or external institutional response is intended to substitute for that independent assessment.
5.5 ACT — Take Any Appropriate Institutional Action
Where the receiving institution determines that further action is warranted, any subsequent activity remains entirely within its statutory and administrative authority.
Possible outcomes may include further information requests, jurisdictional transfer, technical review, investigation, referral, monitoring, or no further action.
The archive does not predetermine which outcome is appropriate.
5.6 RECORD — Preserve Institutional Traceability
Any observable institutional event may be recorded within the Longitudinal Archive, including:
Dispatched → Acknowledged → Routed → Jurisdiction Clarified → Reference Issued → Verification Required → Pending → Substantive Response → Action / No Further Action
These classifications describe observable administrative events only. They do not constitute performance ratings, legal conclusions, or assessments of institutional competence.
5.7 LEARN — Enable Longitudinal Institutional Comparison
Over time, successive institutional interactions may provide a basis for observing whether procedures, routing patterns, reference practices, or substantive engagement change in response to new information.
The purpose is not to measure institutions according to a predetermined outcome, but to preserve sufficient historical continuity to permit independent longitudinal analysis.
In this sense, each institutional interaction becomes a new observation within the evidence environment.
Evidence → Institutional Interpretation → Institutional Action → New Evidence → Longitudinal Comparison
5.8 The Institutional Memory Principle
The Longitudinal Archive is therefore designed not merely to preserve documents, but to preserve the relationship between evidence and institutional handling of that evidence over time.
This creates an institutional memory layer that remains independent of individual correspondence threads, personnel changes, administrative routing, or conversational context.
The guiding principle is:
Don't depend on conversational memory. Build institutional memory.
Accordingly, the objective of the archive is not to require institutions to remember the author or the original correspondence indefinitely. It is to provide a persistent, traceable reference structure through which future institutional actors can independently reconstruct what was submitted, when it was submitted, how it was routed, what was acknowledged, what was examined, and what—if anything—followed.
5.9 Publish Once — Verify Directly
Where identical evidentiary material is already preserved in an openly accessible and traceable archive, institutions may, where permitted by their own procedures, reference the existing evidence identifier rather than requiring unnecessary reproduction of identical material.
This principle is intended to reduce duplication while preserving independent institutional verification:
Publish Once → Preserve → Reference → Verify Directly
The archive therefore functions as a common evidentiary reference layer without becoming a substitute for institutional authority.
Comprehensive Global Distribution Completed
Publication 144 has been successfully dispatched across all institutional communication channels and recipient categories. Below is the structured registry of the recipient entities and institutions included in this deployment wave:
From Citizen Auditing to Institutional Learning: Building Traceable Feedback Loops
A methodological proposal for making institutional information processing, auditability and learning more traceable, comparable and observable over time.
Read Article on Futurium →
Diagram 1: Architectural Foundation of the Institutional Intelligence Observatory
- Title / Focus: The Core Three-Pillar Architecture
- Detailed Breakdown:
- Core Pillar 1 (Citizen Auditing): Focuses on the initial observation layer ("What happened?"). Citizens and independent researchers document observable events, generating raw observations, context, and source materials.
- Core Pillar 2 (AAAP Protocol): Acts as the evidence infrastructure ("How do we convert this into a reliable, verifiable record?"). It manages capture, timestamping, classification, preservation (hashing), and validation.
- Core Pillar 3 (ARCHIVE 27): Functions as the institutional memory and comparative layer ("What do these records tell us about institutional behavior over time?"). It evaluates the matrix of Institution \times Behavior \times Time across its 27 data collection nodes.
- Synthesis: Together, these three pillars support the upper Institutional Intelligence Observatory observation layer, moving from raw evidence to systemic institutional learning.
Diagram 2: The Continuous Feedback Loop of Institutional Intelligence
- Title / Focus: The Dynamic Cycle of Observation, Evidence, Memory, and Learning
- Detailed Breakdown:
- Cyclical Integration: This diagram illustrates how the components operate not as a linear pipeline, but as a continuous, self-improving feedback loop.
- Stage 1 (Citizen Auditing): Captures the raw observational data from external signals interacting with institutional interfaces.
- Stage 2 (AAAP Protocol): Transforms those observations into structured, verified evidence records via rigorous timestamping, hashing, and validation.
- Stage 3 (ARCHIVE 27): Compiles these verified records across the 27 nodes to perform longitudinal analysis and identify recurring behavioral patterns.
- Stage 4 (Learning & Feedback): Translates patterns into strategic insights, policy adaptation, and informed future actions, thereby refining subsequent observation protocols.
Diagram 3: Deep Dive into Observation and Evidence
- Title / Focus: Granular Information Processing Pipeline
- Detailed Breakdown:
- Step-by-Step Traceability: This schematic breaks down the micro-mechanics of information processing within the architecture.
- Phase A to D (Citizen Auditing): Covers event detection (identifying anomalous or noteworthy events), primary data capture (recording via photo, video, or audio), contextual annotation (adding metadata and location), and secure upload to the observatory.
- Phase E to I (AAAP Evidence Infrastructure): Details ingestion & verification (checking authenticity), secure time-log application (timestamping), classification & tagging by topic/entity, immutable preservation via hash functions, and indexing for searchable analysis.
- Macro Output: The processed streams feed directly into ARCHIVE 27 for multi-source evidence compilation and institutional memory building, ultimately fueling the learning loop.
Diagram 4: Scalable Architecture for Global Foresight
- Title / Focus: Global Expansion and Decentralized Network Topologies
- Detailed Breakdown:
- Federated Observatory Model: Demonstrates how the local 27-node architecture can scale globally across different regions (e.g., North America, Africa, Asia, South America).
- Distributed Data Ingestion: Field sensors and citizen submissions feed into regional observation nodes simultaneously, ensuring local context is preserved without relying on a single monolithic database.
- Centralized Foresight & Synthesis: While data ingestion and initial observation are decentralized across regional nodes, the insights flow upward into a unified Institutional Intelligence Synthesis and Strategy core.
- Global Impact: This multi-layered structure ensures that the system remains modular, verifiable, and capable of generating scalable institutional oversight and global foresight across international borders.
🇺🇸 US AI EVALUATION & CHALLENGE ECOSYSTEM
Following the European outreach wave, the Institutional Intelligence Observatory has been introduced to selected United States AI research, evaluation, challenge, and public-sector innovation ecosystems.
The purpose is not primarily competition participation or prize seeking. The outreach places the project within established AI evaluation and research ecosystems and invites an independent assessment of its relevance to existing or future research programmes, challenges, evaluation frameworks, pilots, partnerships, or other appropriate pathways.
The outreach was accompanied by the ARCHIVE 27, a longitudinal research archive documenting the development of the Institutional Intelligence Observatory from individual information tracing toward an empirical institutional observation and benchmarking framework.
The archive provides context rather than a conventional project brochure: it records the methodological development, technical architecture, institutional observations, evidence standards, benchmark concepts, and previous real-world interaction records underlying the current proposal.
US Wave 3
OUTREACH_SENT
Email + ARCHIVE 27 attachment
Pending observation
Institutional Ecosystems Contacted
FROM LONGITUDINAL ARCHIVE
TO INDEPENDENT RESEARCH
ARCHIVE 27 is progressively opening its longitudinal record to independent journalists, investigative networks, technology researchers, academic institutions and AI governance laboratories.
COMPLETE LONGITUDINAL ARCHIVE
27 institutional nodes · signals · responses · non-responses · routing behaviour · procedural patterns · institutional learning traces
INDEPENDENT JOURNALISTIC INVESTIGATION
The archive has been opened to European newsrooms interested in independently examining institutional behaviour, accountability and transparency.
CROSS-BORDER VERIFICATION
ARCHIVE 27 has been introduced to collaborative investigative journalism networks as a potential starting dataset for independent research.
THE INSTITUTION AS AN INFORMATION SYSTEM
The archive has been introduced to technology and AI journalists examining information systems, governance, accountability and institutional behaviour.
TOWARD AN INSTITUTIONAL INTELLIGENCE BENCHMARK
ARCHIVE 27 has been opened to academic and policy research environments working on institutional learning, AI governance, organizational memory and accountability.
ICMV-LAT provides the conceptual bridge between individual institutional interactions and the broader Institutional Intelligence Observatory.
THERE MAY BE A VERY INTERESTING LABORATORY HERE.
ARCHIVE 27 does not ask researchers or journalists to accept its conclusions. It invites them to examine the underlying evidence, challenge the methodology, reproduce observations, compare institutional behaviour and determine whether a broader research field exists.
Don't optimize for response.
Optimize for traceability.
Five-Wave Institutional Outreach Record
A longitudinal record of institutional outreach conducted across five distinct layers of the global institutional and AI ecosystem. Each wave addressed a different dimension of institutional intelligence, governance, accountability and learning.
Institutional observation, standards, traceability and the capacity of institutions to process external signals.
Institutional response, routing, non-response and longitudinal behavioral observation.
Institutional Intelligence Benchmark methodology and regulatory institutional traceability.
Institutional accountability, routing, procedural response and longitudinal traceability.
Observation of how complex external signals enter and move through a major public legal institution.
Extension of the institutional observation framework to the European regulatory and policy environment.
APAC OUTREACH WAVE — STRATEGIC ASSESSMENT
The latest outreach wave extends the geographic scope of the Institutional Intelligence Observatory (IIO) and the AAAP v2.0 framework beyond Europe and the United States into the Asia-Pacific (APAC) region.
The purpose of this expansion is not simply to increase the number of institutions contacted. It is to introduce the same longitudinal research proposition and evidence package into different national AI, research, innovation, public-sector, and challenge ecosystems.
The APAC outreach currently includes institutional pathways associated with:
-
Singapore — AI Singapore & GovTech / CDA
- AI Singapore Prize Challenge and National AI Student Challenge pathways.
- Singapore public-sector digital and analytical innovation ecosystem.
-
South Korea — National Information Society Agency (NIA)
- AI challenge, data, and public-institution innovation pathways.
-
Japan — NEDO / GENIAC
- National AI challenge and generative-AI innovation pathways, including GENIAC-related programme coordination.
-
Australia — National AI Centre / Department of Industry, Science and Resources
- National AI policy, evaluation, research, and innovation ecosystem.
- The previously used CSIRO address returned a 550 address-rejection notice and is therefore recorded separately as a legacy contact pathway; the current NAIC institutional contact is maintained through the Department of Industry, Science and Resources.
-
New Zealand — NZIAT / MBIE transition
- The former MBIE contact returned an institutional transition notice identifying NZIAT's current contact pathway.
- This interaction is itself retained as an observable institutional-transition event.
-
India — IndiaAI
- National AI Mission and AI innovation ecosystem.
Why the APAC layer matters
The extension into APAC creates an additional comparative dimension for the Institutional Intelligence Observatory.
The same research proposition, accompanied by the same ARCHIVE 27 evidence package, can now enter institutional ecosystems with different:
- administrative structures;
- AI strategies;
- challenge methodologies;
- research infrastructures;
- public-sector innovation models;
- institutional mandates;
- and approaches to external information.
The objective is therefore not to predict which institutions will respond positively.
It is to observe how different institutional ecosystems process the same type of external signal.
Current methodological position
The project should not yet claim international acceptance, institutional endorsement, or methodological adoption.
What can be stated empirically is that the IIO proposition and ARCHIVE 27 have now been introduced into multiple institutional ecosystems across:
Europe → United States → Asia-Pacific
This creates the basis for a broader longitudinal observation network.
Future observations may include:
ACKNOWLEDGEMENT → ROUTING → REFERRAL → SUBSTANTIVE REVIEW → SCOPE BOUNDARY → ACTION → FOLLOW-UP → INSTITUTIONAL MEMORY
or the absence of any observable transition.
Each event will be recorded separately.
No institutional response will be interpreted as success or failure without sufficient evidence.
Strategic significance
The APAC outreach therefore represents a significant expansion of the geographical observation layer of the Institutional Intelligence Observatory.
Rather than positioning the project solely as a local initiative, this wave begins to test whether the underlying methodological proposition can travel across jurisdictions and institutional cultures.
The long-term question is not simply:
“Who responded?”
It is:
“Does the institutional pathway through which an external signal is received, routed, evaluated, remembered, and acted upon vary systematically across jurisdictions?”
That question is central to the development of a genuinely longitudinal Institutional Intelligence Benchmark.
Don't optimize for response. Optimize for traceability.
IIO Official Publications & DOI Index: Institutional Intelligence Observatory (IIO) Framework & Framework Specifications
Author: Erkan Yazargan
Affiliation: Institutional Intelligence Observatory (IIO), Türkiye
Date: September 2026
Core Methodology: Algorithmic Accountability and Auditing Protocol (AAAP) v2.0
Introduction
The Institutional Intelligence Observatory (IIO) establishes an empirical research framework designed to observe, structure, and benchmark institutional behaviour from an external observation layer. To ensure complete transparency, reproducibility, and cross-jurisdictional verification, the core architecture, longitudinal matrices, and meta-briefings have been permanently indexed and assigned official Digital Object Identifiers (DOIs) via CERN-supported open-access infrastructure (Zenodo).
Official Publication Registry & DOI References
-
AAAP Technical Specification
Title: AAAP — Technical Specification Adaptive Audit and Accountability Protocol External Observation Layer for Cross-Institutional Event Chains
Scope: Defines the independent external observation architecture for recording, preserving, verifying, and correlating observable traces across institutional boundaries.
Zenodo Record / DOI: 10.5281/zenodo.22755661 -
Cross-Jurisdictional Comparative Report
Title: COMPERATIV 4.6 (Comparative Cross-Jurisdictional Report)
Scope: Comparative analysis of multi-jurisdictional institutional behaviors and administrative patterns under the AAAP framework.
Zenodo Record / DOI: 10.5281/zenodo.22754418 -
Citizen Auditing & Verifiable Accountability
Title: CITIZEN AUDITING 3.2 (Citizen Auditing for AI Governance: From Observation to Verifiable Accountability)
Scope: Outlines the methodological shift from passive observation to verifiable citizen auditing and structured institutional reading protocols.
Zenodo Record / DOI: 10.5281/zenodo.22754521 -
Colorado Jurisdiction Briefing
Title: COLORADO 2.9 (Colorado Meta Preliminary Evidence Briefing)
Scope: Empirical case briefing tracking external information signals and administrative responses within the Colorado jurisdiction.
Zenodo Record / DOI: 10.5281/zenodo.22754508 -
Kentucky Jurisdiction Briefing
Title: KENTUCKY 2.8 (Kentucky Meta Preliminary Evidence Briefing)
Scope: Empirical case briefing tracking external information signals and administrative responses within the Kentucky jurisdiction.
Zenodo Record / DOI: 10.5281/zenodo.22754486 -
New Jersey Jurisdiction Briefing
Title: NEW JORSEY 2.7 (New Jersey Meta Preliminary Evidence Briefing)
Scope: Empirical case briefing tracking external information signals and administrative responses within the New Jersey jurisdiction.
Zenodo Record / DOI: 10.5281/zenodo.22754470 -
Comparative Cross-Jurisdictional Report (Core)
Title: COMPARATIVE CROSS-JURISDICTIONAL REPORT 2.4
Scope: Broad comparative evaluation of cross-institutional observation metrics and regulatory compliance tracking.
Zenodo Record / DOI: 10.5281/zenodo.22754437 -
Longitudinal Memory & Matrix Nodes
Title: ARCHIVE 27 2.5.1 (Longitudinal Archive 27 Nodes Specification)
Scope: Details the comparative institutional memory layer, evaluating the matrix of Institution × Behaviour × Time across 27 specialized data collection nodes.
Zenodo Record / DOI: 10.5281/zenodo.22754391 -
Architectural Foundation & Core Framework
Title: IIIO 2.4.1 (Architectural Foundation of the Institutional Intelligence Observatory)
Scope: Introduces the core dimensions of institutional information-processing and the observable communication spectrum.
Zenodo Record / DOI: 10.5281/zenodo.22754330
Verification and Open Access
All documents listed above are published under open-access terms, ensuring permanent archival storage and global citable tracking. Researchers, regulatory bodies, and institutional stakeholders may reference these outputs using their respective DOI numbers.
From Longitudinal Archive to Research Infrastructure
ARCHIVE 27 is no longer treated as a static collection of documents. It constitutes the historical evidence layer of a developing Longitudinal Participatory Institutional Observation Corpus.
“Preserve the record once; permit multiple analytical interpretations.”
The preserved record remains analytically independent from subsequent protocols, taxonomies, benchmarks, and interpretive frameworks.
Preserved longitudinal records, publications, institutional interactions and documentary traces.
Core Inventory, ontology, provenance, eventization and observation rules.
External observation and normalization of institutional event chains.
Institutional processing, response and learning observations.
Cross-institutional comparison, longitudinal observation and benchmarking.
Record exists, but source verification remains incomplete.
Origin can be identified, but verification remains incomplete.
Supported by additional documentary or contextual evidence.
Directly traceable to an identifiable primary source.
Multiple documents may constitute one event. One document may contain multiple signals. One event may generate multiple responses. Corpus volume must therefore not be equated with event volume.
ARCHIVE 27 currently serves as the historical evidence layer within the Longitudinal Participatory Institutional Observation Corpus. Baseline v0.1 defines the Core Inventory and methodological rules required to normalize and analyze this historical material.
VIEW BASELINE v0.1 · DOI 10.5281/zenodo.22758177 →
Don't optimize for response.
Optimize for traceability.
The objective of the infrastructure is not to maximize institutional responses. It is to preserve sufficient evidence to make institutional processing observable, comparable and reconstructable over time.
New York Corporate Architecture & Institutional Research Infrastructure (v1.0)
This publication establishes an open invitation and public architectural record for a distributed, multi-entity research, data, civic audit, and forensic record framework based in New York. Design publicly. Record continuously. Formally establish only what can be independently verified.
Example Reading
Erkan Yazargan (2026), Example Reading: From Open Archive to Federal Court Record — A Cross-Reading of Open Research Records and Public Judicial Records
Permanent DOI: 10.5281/zenodo.22958453
Purpose of the Dissemination
On 25 September 2026, the newly published Example Reading was distributed as an open documentary and methodological record to selected legal counsel and institutional recipients relevant to the public record surrounding MDL No. 4:22-md-03047-YGR in the United States District Court for the Northern District of California.
The publication does not assert causation, judicial influence, adoption of the methodology, or use of the archive by any court, litigant, or institution.
Its purpose is to make an independently preserved research record available for review and to establish a documented point of comparison between the archive and subsequent public records.
Legal Counsel Recipients
The publication PDF and permanent DOI reference were distributed to multiple attorneys and law offices associated with the relevant MDL litigation structure.
- Joseph G. VanZandt — Beasley Allen
- Previn Warren — Motley Rice
- Christopher A. Seeger — Seeger Weiss
- Lexi J. Hazam
- Jennie Lee Anderson — Andrus Anderson
- Emily C. Jeffcott
- Jayne Conroy
- Andre Mura
- Alexandra Walsh
- Matthew Bergman
- Michael M. Weinkowitz
- Aelish M. Baig
- Paige Boldt
- Thomas P. Cartmell
- Ron Austin
Institutional Recipients
The same publication and PDF were also transmitted through selected institutional channels for independent awareness and review, including relevant governmental, regulatory, and MDL-related information channels.
- California Department of Justice — Office of the Attorney General
- National Association of Attorneys General (NAAG)
- NAAG Training & Research
- Federal Trade Commission (FTC) — Office of Public Affairs
- U.S. Judicial Panel on Multidistrict Litigation — CM/ECF information channel
Documented Transmission Stage
25 September 2026 — DOI publication established.
T1 — Judicial Reference Layer
Public records associated with MDL No. 4:22-md-03047-YGR and the identified related 2026 proceedings were included in the methodological comparison.
T2 — Transmission
25 September 2026 — PDF and DOI reference distributed to identified legal and institutional recipients.
T3 — Observable Response
Pending. Responses, acknowledgements, routing, requests for information, or absence of an observable response will be recorded separately.
Evidence and Interpretation Rule
The transmission of the publication is itself an observable event. Any subsequent response is a separate event.
No causal relationship will be inferred merely from temporal proximity. A response, referral, procedural development, or absence of response will be recorded first and interpreted only after sufficient documentary evidence is available.
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