This part of the research will be the most surprising, as 70% to 80% of trading in the modern digital economy is controlled not by humans, but by algorithms or trading bots (Bot Trading). These bots can complete thousands of transactions before a human can blink.
Below is a simple explanation of the complex and mysterious manipulations of algorithmic tradingare:
What is Algorithmic Trading?
Simply put, it is a computer program or software. It is given certain 'conditions' or 'logic'.
For example: "If the price of Bitcoin rises by 2% in 1 minute, buy 1000 coins immediately." These bots work 24 hours without emotion, which is impossible for humans.
๐Types of technical manipulation๐๐๐๐
A) Spoofing: Making false scares⚠️
Bots order in secondsVishal placed a 'Sell Order' in the chest. Common people see that huge 'red wall' on the chart and think - "Up!
Someone seems to want to sell so many bitcoins that the price will drop right away!" But when the price approaches that order, the bot cancels the order within milli seconds. Human brains can't catch this speed, but they sell cheap in panic.
• Front-Running (Front-Running): Before youSharing⚠️
Suppose you place an order to buy 1 crore worth of Bitcoins. Bots inside the exchange see your order before it is processed.
The bot immediately buys those coins for 1 paisa more than you and sells them back to you for 1 paisa profit.You don't realize that the bot stole thousands of rupees from your pocket.
•High-Frequency Trading (HFT): Thousands of times per second⚠️
These botsProfits from small price changes in fractions of seconds. When you write in research that "the price suddenly went up by 20 thousand dollars", you know that there was a chain reaction of thousands of HFT bots working behind it.
๐Liquidation Cascade (The Domino Effect)
Bots become most dangerous when the market starts to fall.
Suppose the price of Bitcoin is falling. The bots are programmed to — “Sell everything at 50k Give it."
When the price reaches 50 thousand, thousands of bots start selling together.
Due to this huge selling pressure, the price fell further to 48 thousand.
Then the bots set to 48k started selling again.
This is called 'death spiral' or death trap. It is completely mechanized and has no human control at this stage.
Why is it 'digital slavery' or 'manipulation'?
In terms of your research, these bots are an invisible wall to the common man.Companies and Wheels operate these bots.
When ordinary people use their judgment to trade, these algorithms mathematically analyze human 'emotions' (fear and greed) and use them against them.
⚡In crypto, you’re not only fighting the market… You’re fighting speed, automation, data, and emotion-detecting algorithms.
The traders who survive aren’t always the smartest — They’re the ones who learn to control fear before the bots exploit it.
๐ฟConclusion⚠️
In the crypto market, you're not just fighting price—you're fighting speed, data, and technology. Here the impulse is slow, but the algorithm is lightning fast.
๐ฌ Have you ever panic-sold during a crypto crash? What lesson did the market teach you the hard way?
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Good luck!

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