Insights · Education
Education.
Three-level explainers — the same topic at beginner, intermediate, and expert depth.
6 posts in Education
← All insightsWhy Pasting More Text Into AI Often Gets You a Worse Answer
**TL;DR:** AI tools can only hold so much text at once — and the more you pile in, the worse they get at finding the right answer. Giving an AI tool less but more relevant text usually works better th…
Context Rot — How Long Inputs Degrade LLM Performance
The canonical failure mode isn't using RAG — it's stopping at retrieval without reranking. The typical stack:…
Context Rot — Why Bigger AI Windows Don't Mean Better Answers
Think of a model reading a long document like a person scanning a very long email thread looking for one specific detail. They'll likely catch it near the top. By page seven of the thread, concentrati…
How to Actually Use AI Tools at Work (And Stop Wasting Half Their Potential)
**TL;DR:** Most people use AI tools the same way they use a smartphone — only the basics. This guide shows you the simple habits that unlock real value: pick one tool, pay for it properly, and always…
How to Actually Use LLMs at Work: A Practitioner's Playbook
title: How to Actually Use LLMs at Work: A Practitioner's Playbook description: A technical playbook for SME operators on model selection, tool invocation, context management, and hallucination discip…
How to Actually Use LLMs at Work — A Practical Playbook
**TL;DR:** Large language models — AI systems trained on vast amounts of text to predict and generate human-like responses — are genuinely useful at work, but most people use them badly. The gap isn't…
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