Posts about learning
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Your AI Did the Research. You Didn't.
AI-prepared domain research creates false readiness. The vault says you know five regulatory jurisdictions. You can't name three.
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Don't Optimise for the Proxy
When you have both a credential and real work in the same domain, route effort through the real work.
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The AI Trading System You Should Build But Never Use
The best use of AI in investing isn't picking stocks — it's building the pipeline that teaches you why you can't.
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Reconstruction Over Retrieval
In a world where AI has perfect recall, the skill that matters is rebuilding frameworks from first principles — not memorising them.
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The Case Against Knowledge Management Systems
Most PKM tools are procrastination with better aesthetics. The problem isn't the software — it's that filing a note feels like understanding it.
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The Comfort Trap
The right test for any AI interaction isn't 'did it help me?' but 'am I more capable after it?'
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I Don't Read Documentation Anymore
When AI can execute complex setups through conversation, learning shifts from reading documentation to observing execution.