I used to start every AI session with "You are an expert in..." It worked okay. But there's a better way. Instead of telling AI it's an expert, make it generate the expertise first. Use deep research to pull real knowledge, then feed that knowledge back as context for the actual task. It's the difference between hiring someone who says they know the job and hiring someone who actually demonstrates it. I call it the Echo Technique. This carousel breaks it down. I break this down live every Thursday at 9 AM PST. Comment "Adapt" or DM me if you want in. #GeneratedKnowledge #EchoTechnique #DatasphereDynamics

When I first started using AI seriously, I'd just throw questions at it and hope for the best. Zero-shot prompting. No examples, no context, just "figure it out." Sometimes it worked. Most times? Not so much. Then I started giving it examples first. One, two, three samples of what I actually wanted. Few-shot prompting. Night and day difference. The trick is knowing when each approach makes sense. I walk through real comparisons in this carousel. I walk through techniques like this in my Thursday workshop (9 AM PST, next up April 2nd). Comment "Adapt" if you're curious. #PromptEngineering #AITips #DatasphereDynamics