Technology & AI - Frequently Asked Questions
This section provides detailed answers to technical questions about the AISHE system's architecture, its core AI engine, and its operational principles. Understand the technology that makes AISHE a true Applied AI agent.
Q1: What is the "Hybrid Architecture" and why is it important?
Our hybrid architecture combines a centralized AI "brain" (the Main System) with a decentralized "execution arm" (the Local Client on your PC). The Main System performs the heavy, strategic analysis on massive datasets. The Local Client receives this intelligence and executes trades with near-zero latency on your machine. This gives you the analytical power of a supercomputer combined with the speed and security of a local application—a crucial advantage in trading.
Q2: What is the "Knowledge Balance Sheet" model?
It is our proprietary theoretical framework for understanding market dynamics. Instead of just looking at price, the model quantifies three hidden forces: the **Human Factor** (market psychology), the **Structural Factor** (market logic and rules), and the **Relational Factor** (inter-market correlations). This allows the AI to understand the *context* or the "why" behind market movements.
Q3: What is "Neural State Parameter Estimation" (NSPE)?
NSPE is our core AI engine. It's the process where our neural network uses the "Knowledge Balance Sheet" model to analyze real-time market data. It estimates the current dominance of the three factors and generates a "Neural State Vector"—a quantitative snapshot of the market's character. This allows the AI to adapt its strategy dynamically to current market conditions.
Q4: How is AISHE different from a standard Expert Advisor (EA) or trading bot?
The difference is fundamental. A standard EA is a static, rule-based script that follows pre-programmed "if-then" logic. It cannot adapt. AISHE is an adaptive, learning Applied AI agent. It doesn't just follow rules; it analyzes the market context to make dynamic decisions, similar to how a human grandmaster plays chess—not by memorizing every move, but by understanding the state of the game.
Q5: Does AISHE collect my personal or trading data?
No. This is a core principle of our design. The system operates using an anonymous, hardware-bound ID for license verification only. **No personally identifiable information (PII), brokerage account details, balances, or trade history is ever transmitted to our servers.** Your financial data and privacy are paramount and remain exclusively on your local machine.
Q6: Why are the hardware requirements (e.g., i7 processor) so high?
The autonomous Local Client is a powerful piece of software, not a lightweight script. It performs significant real-time data processing by synthesizing the strategic data from our Main System with the high-frequency price feed from your broker. These hardware requirements ensure that the client can operate without performance bottlenecks, which is critical for the stability and speed of an autonomous trading system.
Q7: What does the "forecast with a half-life" mean?
This is a key feature of our AI's risk management. For every market forecast it generates, the AI also calculates a "half-life"—a period of time after which its confidence in that forecast has significantly decreased. This prevents the system from acting on outdated information in a rapidly changing market and ensures its decisions are always based on the most current analysis.
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