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Real-Time versus Deep-Reasoning Artificial Intelligence


Real-Time AI systems like those built on the MilramX platform are fundamentally different from deep reasoning AI systems in that:

Real-Time AI systems typically combine a wide-variety of AI techniques such as decision trees, rules-based expert systems, and neural networks to integrate data from multiple sources.

MilramX integrates all these methods into a single framework using the paradigm of cooperating intelligent agents.

MilramX can use neural networks as the basis of doing deep reasoning or machine learning.

However, in the case of MilramX, the data is fed incrementally to the Neural Network in real-time, along with observed outcomes, so that it can learn to make time-dependent estimates, as it is running.

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