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🧠 Aurex 1 Technical Series | 01/15

I’m Alfred, Head of AI at RICH APP.

Today I want to reveal the first layer of Aurex 1, our proprietary LLM based financial model built exclusively for yRICH.

Market Regime Intelligence Layer

Aurex 1 does not simply process financial data.

Its LLM architecture continuously interprets market signals, evaluates relationships between variables and adapts its internal decision logic as the financial environment changes.

The first layer focuses on understanding the market regime through two continuously optimized parameters.

01. Hidden Market State Probability

Aurex 1 estimates the probability distribution of the underlying financial state by reasoning across multiple market signals and their interactions.

02. Regime Transition Hazard Rate

The model then evaluates the probability of a transition from the current market regime into a materially different financial environment.

These parameters become part of the model's reasoning process when evaluating yield opportunities, capital exposure, risk tolerance and strategy selection.

The important part is that Aurex 1 does not rely on a predefined market state or a static set of rules.

Its LLM based architecture continuously reinterprets the financial environment and adjusts the optimization process accordingly.

We have not seen this type of LLM driven adaptive regime intelligence applied to yield generation at this depth.

And this is only 2 of the 30+ parameters Aurex 1 continuously tunes.

More of the architecture will be revealed soon.

Alfred
Head of AI, RICH APP

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