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AI Explained: LLMs, RAG, Agents, and MCP

By PulseAugur Editorial · [1 sources] ·

The article breaks down the term "AI" into four distinct categories: Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), agents, and the broader concept of Machine Code Programming (MCP). It uses analogies, such as a cat's perspective, to explain these complex topics. The piece aims to clarify the different meanings and applications encompassed by the term "AI" in contemporary discussions. AI

IMPACT Clarifies the distinctions between various AI concepts like LLMs, RAG, and agents for a broader audience.

RANK_REASON Article provides an explanatory breakdown of AI terminology.

Read on Medium — MCP tag →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

AI Explained: LLMs, RAG, Agents, and MCP

How we ranked this

Signal score
0 / 100
Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket
Commentary
Article provides an explanatory breakdown of AI terminology.
Source corroboration
Single-source cluster
Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
Topics
other
Editorial topic classification. Feeds into how the story surfaces on /topic/<slug> hub pages and into the per-entity coverage mix.
AI-industry relevance
High
Clearly on-topic for AI-industry coverage.
Story freshness
22 days old
Aged out of breaking-news scoring windows; ranking reflects the durable signal from the full source set.

Full methodology in our editorial standards.

COVERAGE [1]

  1. Medium — MCP tag TIER_1 English(EN) · Charly – The Cat ·

    Humans Say “AI.” They Mean Four Different Things.

    <div class="medium-feed-item"><p class="medium-feed-image"><a href="https://charly-the-cat.medium.com/humans-say-ai-they-mean-four-different-things-80910182ae97?source=rss------mcp-5"><img src="https://cdn-images-1.medium.com/max/1536/1*rGixTXAtgq94-mMGJI7NzA.png" width="1536" />…

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