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5 Tips to Stop LLMs from Losing the Plot
This post is adapted from episode 2https://www.linkedin.com/posts/kourtney-meiss_learningoutloud-ai-productivitytips-activity-7392267691681779713-jmj2?utm_sourc...
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From Hours of Editing to One Prompt: How SAM Audio Is Rewriting Creative Work
Introduction Old‑school audio editing is dying. Prompt‑first editing is taking over. Here’s how “mute the dog” is about to reshape your job. Most people think...
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Why AI Agents Should Check for Human Intent Before Acting
The missing signal Most agent workflows answer questions like: - What is the next best action? - Is this action allowed by policy? - Is the model confident eno...
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How to Recover From Shallow AI Learning Habits
Shallow AI learning is sneaky. It doesn’t look like failure; it looks like progress. You recognize concepts, skim tutorials, reuse prompts, and get acceptable o...
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How to Detect When AI Is Doing Too Much Thinking for You
Why AI Can Undermine Thinking AI is powerful because it reduces mental effort. When used well, it amplifies thinking; when used poorly, it quietly replaces it....
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How to Stress-Test Your AI Skills Outside Tutorials
Why Feedback Matters Most people treat AI outputs as answers. They run a prompt, skim the result, copy what they need, and move on. It feels efficient, but it...
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Context Rot: Why AI Forgets Your Perfect Prompts
You're deep in a coding session. Your AI assistant was crushing it for the first hour—understanding your requirements, following your coding style, and implemen...
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Z‑Image Prompt Formula: A 60‑Second Guide
Z‑Image Prompt Guide – Quick‑Copy Prompts, Iteration Tips & Fixes Use the 6‑part structure below to make prompts repeatable: Subject + Scene + Composition + Li...
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What If ChatGPT Isn’t Helping You Think — Just Agreeing With You?
!Cover image for What If ChatGPT Isn’t Helping You Think — Just Agreeing With You?https://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=au...
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I Built a TOON Playground: Save 40% on LLM Tokens
Stop Burning Money on AI Tokens If you build with LLMs ChatGPT, Claude, Gemini, you know the pain: tokens = money. Every extra bracket and quote in your JSON p...
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Shallow Agents vs Deep Agents: How Deep Research Actually Works Inside GPT-Like Systems
Forem Feed !Forem Logohttps://media2.dev.to/dynamic/image/width=65,height=,fit=scale-down,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com...
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Key Skills You Must Master to Succeed in LLM Interviews
Deep Understanding of LLM Fundamentals You are expected to go beyond high-level concepts. Key topics interviewers often probe: - Transformer architecture self‑...