beginner
8 min read
Choosing an AI Tool
You have three tabs open. ChatGPT in one, Claude in another, Gemini in the third. You paste the same question into all three, and you get three different…
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Data Privacy
Managing sensitive information and disclosure risk when supplying data to LLM services or processing it in LLM applications.
Tagged articles
Data Privacy articles
12 articles in this tag.
absolute beginner
9 min read
Getting Started with Claude: A Beginner’s First Interaction
The first prompt is not a test of Claude. It is a test of whether you described the task.
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beginner
9 min read
Cloud vs Local LLMs: Which Setup Fits Your First Project?
The "local is more private, cloud is more powerful" story sounds clean. It's also too simple to make a good decision with.
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intermediate
7 min read
LLMs in Business
Most people picture "AI for business" as one magic assistant that can handle anything you throw at it. That picture is wrong in a useful way. LLMs in…
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intermediate
10 min read
Model Data-Disclosure Exposure When Using an LLM
A team wants to prove that minimization is safer. So they multiply two numbers they invented, get a smaller product for the minimized option, and present…
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beginner
13 min read
Open-Weight vs Closed LLMs: What Control Do You Actually Need?
You do not need the best model. You need the model that matches the control you actually require.
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beginner
8 min read
Practice Choosing an AI Tool from Realistic Constraints
Most beginners pick an AI setup the way they pick a restaurant: the one that sounds best, then hope the bill and the wait are tolerable. Then the…
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intermediate
12 min read
Practice Deciding Whether to Submit Data to an LLM
The cursor is blinking in the paste box. You have a real task, a real dataset, and no rule that clearly says yes or no. This article is a set of reps for…
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intermediate
10 min read
Practice Minimizing and Redacting Data Before an LLM Request
Most people agree with data minimization right up until the moment the task needs context. Then the full customer email goes into the chat window, because…
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intermediate
8 min read
Practice Testing LLM Cache Safety, Freshness, and Invalidation
A cache hit returns in 40 milliseconds, reads fluently, and is wrong. Nothing in the response text tells you that. Only the metadata sitting beside it can.
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beginner
9 min read
Redacting Sensitive Data Before Using an LLM
You have a real document you want an LLM to help with—maybe a customer support ticket, a contract, or a set of notes. It's full of useful context. It's…
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beginner
12 min read
What Data Should You Share With an LLM? A Privacy Decision Guide
You're staring at a chat window. You've drafted a prompt that would save you an hour of work—if you paste in the real document. The cursor blinks. Your…
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