Section 1. Problem and Vision

Markets are not random, but the vast majority of participants lack the tools to systematically extract profit.

Classical trading is characterized by three fundamental vulnerabilities that prevent traders from achieving consistent results:

1. Subjectivity of decision-making. Market participants enter and manage positions based on psychological factors (fear, greed) rather than strict probabilities.
2. Static trading algorithms. Traditional trading advisors (Expert Advisors) operate according to rigidly deterministic rules, which excludes the possibility of adapting to a changing market context.
3. Lack of continuous re-evaluation. A standard algorithm makes a decision exclusively at the moment of entering a position. If the nature of the price movement changes, the algorithm passively waits for the execution of Stop Loss or Take Profit orders.

The MarketPawns Architectural Solution
The MarketPawns system performs continuous re-evaluation of every active position upon reaching key price levels. Every action on the platform is based on the Expected Value (EV) metric. If the market context transforms and the trade's EV becomes negative, the trading agent algorithmically initiates the closure of the position.

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