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If anyone wants, I can break down a specific task using these workflows (decomposition → refinement → verification). Just post an example and I’ll apply the method step-by-step.

I’ve been experimenting with a simple idea: most AI performance problems are not model limitations, but task specification limitations. Over the past months I’ve tested a set of re…

Great question. In practice, (1) is harder for most people. Turning vague ideas into evaluation benchmarks requires a level of procedural thinking that many non-technical users don…

Happy to dive deeper into any of these if it’s useful. I’ve been testing these workflows daily (decomposition, iterative refinement, reasoning passes, compression loops), so if any…

Great points. In my experiments combining AI with spaced repetition and small deliberate-practice tasks, I saw retention improve dramatically — not just speed. I think the real win…

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