
What Is MCP? The Universal Adapter for AI Tools
Every AI assistant that can touch your real work has the same problem underneath: your calendar, your files, and your notes all speak different languages. MCP is the agreement that fixed it.…
Neural Canvas/What Is RAG? Letting AI Take the Open-Book Exam
A plain-language visual explainer on retrieval augmented generation: why models cannot know your documents, how the right pages get found and handed over, and why the answer is only as good as the library.
A model sitting on its own is taking a closed-book exam. It answers from memory, and when memory runs out it guesses fluently. RAG is the change that hands it the book first. It is the reason an assistant can answer questions about your own documents, your own policies, and things that happened after it finished training.

Every AI assistant that can touch your real work has the same problem underneath: your calendar, your files, and your notes all speak different languages. MCP is the agreement that fixed it.…

A beginner-friendly explanation of how APIs work using a restaurant analogy. The client is a customer, the API is the waiter, and the backend is the chef.

A long conversation with an AI starts strong and then quietly stops holding on to what you agreed. People read that as the model losing the thread. It is simpler than that.…
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