System_Data_Archive

Articles & Insights

Explore in-depth guides, research breakdowns, and practical insights on AI, Machine Learning, and cutting-edge techniques.

root@usr:~$ grep
ID: 0x0002Microsoft Agent Framework
ACTIVE

Building an Agent with Microsoft Agent Framework and Microsoft 365 Agents SDK

Create a working AI agent using Microsoft Agent Framework along side MCP and Microsoft 365 Agents SDK. Run it in Azure Bot Service and get it ready for Teams and Microsoft 365 Copilot.

#Microsoft 365 Agents SDK#MCP#Azure AI Foundry
11/18/2025
11 MIN
ID: 0x0003Knowledge Graphs
ACTIVE

Designing the Mental Model: The Thinking Framework Behind Knowledge Graphs

Before a Knowledge Graph connects data, it needs a mental model that connects understanding. This article explores how to define what matters, how things relate, and how to turn domain knowledge into the foundation for intelligent systems.

#Mental Model#Knowledge Modeling#Domain Understanding
11/14/2025
8 MIN
ID: 0x0004Knowledge Graphs
ACTIVE

Knowledge Acquisition in AI: How Knowledge Graphs and LLMs Learn Differently

Knowledge Graphs store facts you can trace. LLMs absorb patterns you can’t see. This article breaks down how AI acquires, stores, and reasons with knowledge - and why explicit graphs and implicit neural models are two very different brains powering modern intelligence.

#Knowledge Acquisition#Large Language Models
11/10/2025
6 MIN
ID: 0x0005Knowledge Graphs
ACTIVE

Knowledge Graphs 101: Building on Four Pillars of Intelligence

Behind every smart system is a Knowledge Graph quietly doing the heavy lifting. But what gives it superpowers? Four pillars think of them as the muscles that help your data flex, connect, and think.

#AI Infrastructure#Graph Data#Data Modeling
11/04/2025
5 MIN
ID: 0x0001Knowledge Graphs
ENCRYPTED

Building the Knowledge Graph: From Structured Data to Connected Intelligence

/// CONTENT REDACTED /// ACCESS RESTRICTED UNTIL DECRYPTION DATE.

#Knowledge Graphs#Structured Data#Graph Modeling
12/02/2025
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