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Training vs Fine-Tuning vs Prompting: What Actually Changes an AI Model?

02/06/202601/06/2026 by 3rk
Training vs Fine-Tuning vs Prompting: What Actually Changes an AI Model? featured image

A plain-English comparison of AI training, fine-tuning, prompting, and retrieval: what each changes, when to use each, and why teams often mix them up.

Categories Basics Tags AI Basics, Fine-Tuning, LLMs, Model Training, Prompt Engineering

What Is a Context Window? Why It Changes What AI Can Remember and Use

02/06/202601/06/2026 by 3rk
What Is a Context Window? Why It Changes What AI Can Remember and Use featured image

Learn what an AI context window is, how it differs from memory, and why it affects prompts, long chats, documents, tokens, and AI workflows.

Categories Basics Tags AI Basics, Context Window, LLMs, Prompt Engineering, Tokens

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