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Architects Research Society
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Architects Research Society

A daily treasure trove for architects, expanding your view and depth. We share enterprise, business, application, data, technology, and security architecture, discuss frameworks, planning, governance, standards, and implementation, and explore emerging styles such as microservices, event‑driven, micro‑frontend, big data, data warehousing, IoT, and AI architecture.

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Recent Articles

Latest from Architects Research Society

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Architects Research Society
Architects Research Society
Sep 4, 2025 · Artificial Intelligence

Choosing the Right Generative AI Model: Transformers, Diffusion, GANs & RNNs Explained

This article outlines the four dominant generative AI architectures—Transformers, diffusion models, GANs, and RNNs—explaining their core mechanisms, key capabilities, and typical application domains such as chatbots, image creation, deep‑fake media, and time‑series analysis, helping readers choose the right model for their needs.

AI applicationsGANRNN
0 likes · 3 min read
Choosing the Right Generative AI Model: Transformers, Diffusion, GANs & RNNs Explained
Architects Research Society
Architects Research Society
Sep 2, 2025 · Artificial Intelligence

What Really Sets True Agentic AI Apart from Pseudo‑Agent Systems?

The article contrasts pseudo‑agent AI—such as simple LLM chatbots, RPA scripts, and RAG systems—with genuine agentic AI architectures that combine large language models, orchestrators, memory stores, tool‑calling, planning modules, and multi‑agent collaboration, highlighting key capabilities like autonomous planning, feedback loops, and dynamic tool coordination.

Autonomous PlanningLLMMulti-Agent Systems
0 likes · 3 min read
What Really Sets True Agentic AI Apart from Pseudo‑Agent Systems?
Architects Research Society
Architects Research Society
May 7, 2025 · Artificial Intelligence

Five‑Layer AI Multi‑Agent Architecture: Hierarchical, Human‑in‑the‑Loop, Decentralized, Pipeline, and Data Transformation

The article outlines a five‑layer AI multi‑agent architecture covering hierarchical command chains, human‑in‑the‑loop security barriers, decentralized peer‑to‑peer networks, industrial‑grade pipeline processing, and data‑transformation alchemy, each illustrated with concrete enterprise and autonomous‑driving examples.

AIData ProcessingMulti-Agent Systems
0 likes · 3 min read
Five‑Layer AI Multi‑Agent Architecture: Hierarchical, Human‑in‑the‑Loop, Decentralized, Pipeline, and Data Transformation
Architects Research Society
Architects Research Society
May 21, 2024 · Artificial Intelligence

27 Essential AI Papers Recommended by Ilya Sutskever for John Carmack

Ilya Sutskever, former OpenAI chief scientist, shared a curated list of 27 seminal AI research papers—including the Annotated Transformer, Attention Is All You Need, and Deep Residual Learning—with links, claiming mastering them covers roughly 90% of today’s essential artificial‑intelligence knowledge.

AIMachine LearningNeural Networks
0 likes · 7 min read
27 Essential AI Papers Recommended by Ilya Sutskever for John Carmack
Architects Research Society
Architects Research Society
May 20, 2024 · Information Security

Understanding 802.1X Authentication and Common EAP Types

This article explains how the IEEE 802.1X framework works with Supplicant, Authenticator, and Authentication server components, compares popular Extensible Authentication Protocol (EAP) methods, discusses their security strengths and weaknesses, and offers guidance on selecting appropriate EAP types for enterprise WLANs.

802.1XEAPNetwork Authentication
0 likes · 14 min read
Understanding 802.1X Authentication and Common EAP Types
Architects Research Society
Architects Research Society
May 15, 2024 · Information Security

Understanding Role‑Based Security and Business Units in Microsoft Dataverse

This article explains Microsoft Dataverse’s comprehensive security model, covering role‑based security, business units, hierarchical and matrix data access structures, record and column‑level security, and practical steps for configuring ownership, teams, and integration with Microsoft Entra security groups.

Business UnitsDataverseRecord Ownership
0 likes · 21 min read
Understanding Role‑Based Security and Business Units in Microsoft Dataverse
Architects Research Society
Architects Research Society
May 14, 2024 · Fundamentals

From Generic to Organization-Specific Architecture: Classifying Architecture Descriptions Using the TOGAF Enterprise Continuum

The article explains how to classify architecture descriptions along the TOGAF Enterprise Continuum—from foundational architectures to common, industry, and organization‑specific models—providing practical guidance for architects to select and adapt reference models for their enterprises.

ArchiMateArchitecture ClassificationEnterprise Continuum
0 likes · 8 min read
From Generic to Organization-Specific Architecture: Classifying Architecture Descriptions Using the TOGAF Enterprise Continuum
Architects Research Society
Architects Research Society
May 13, 2024 · Information Security

Microsoft Dynamics 365 Data Security: How Microsoft Protects Your Data in Azure

This article explains how Microsoft Dynamics 365 leverages Azure’s multi‑layer security architecture—including zero‑trust, encryption, role‑based access control, identity management, continuous monitoring, and compliance features—to safeguard data against threats and ensure privacy for enterprises adopting cloud ERP solutions.

AzureData SecurityMicrosoft Dynamics 365
0 likes · 14 min read
Microsoft Dynamics 365 Data Security: How Microsoft Protects Your Data in Azure