The overlap is uncomfortable but real. Variable outcomes, quick feedback, near misses and a constant option to go again are the same ingredients that make slot machines sticky. A scalping screen delivers all four, all day.
The difference is supposed to be edge. A slot machine has negative expectancy built in, and a tested scalping method does not, at least in theory. But the brain does not feel expectancy. It feels the next result. A winning trade and a lucky one deliver the same little lift, and that lift is what gets chased, regardless of which kind it was.
Warning signs are behavioural: trading because the screen is open, feeling a pull to click when nothing qualifies, and being more excited by a close call than by a plain, boring win.
Blunt take: a method with a real edge should feel a bit dull on the days it works. If the process feels thrilling, that is worth examining.
Where do you notice the line between trading a setup and chasing the hit, and what tells you it has been crossed?
Fast trading can feel like a slot machine, and pretending otherwise does not help
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Shadow Trader
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