Demystifying the "AI" Claim: How We're Ensuring Transparency with Our Algorithm

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Here at myStockDNA, we're committed to providing you with the best possible investment tools. You might have seen us mention "AI" in relation to our Darwin tool, and we want to be completely transparent about what that means. We believe in clarity, not hype. So, let's break down exactly what’s going on under the hood.


As you can see, the world of "AI" is broader than you might think. We've found this chart super helpful in defining where are system falls.
















After careful review, we know that our system falls into Tier 1: Algorithmic & Probabilistic Models with some components of Tier 2. We use sophisticated mathematical and probabilistic models to help you manage your portfolio to risk. Our tools leverage techniques such as differential evolution for optimization or Hidden Markov Models for regime detection, to help you make data-driven decisions.


It's really important for you to know our system is designed to model uncertainty but does not yet adapt to real-time conditions automatically. This part of the process is still schedule driven and happens annually. Here's what that means for you:

  • Our algorithms provide insights based on historical data and established mathematical principles. The AI assistant on our website is a LLM assistant that is built on top of the Probabilistic models. However, they are not meant to make autonomous decisions, and we firmly believe your judgment and expertise should always be the primary driver of your investment strategy.
  • Transparency is key. That's why we're up-front about the models we use and their limitations. We don't want you to think this is some kind of magic, black box "AI." It's a powerful analytical tool, powered by mathematical and probabilistic principles.

Important Disclaimers About Our System

To ensure you have a clear understanding of our system's capabilities and limitations, we want to share the following important disclaimers:

  • This is not financial advice. Our algorithmic tools are designed to provide insights and information but should never be interpreted as personalized financial advice. Always consult with a qualified financial advisor before making any investment decisions.
  • Model limitations exist. Like all models, our algorithmic tool has inherent limitations. Past performance is not indicative of future results. Market conditions and other factors can change over time, and our models may not be able to predict future outcomes accurately.
  • Our tools models uncertainty. We are creating a risk model. You are responsible for understanding the risks that you are taking

This is a model to give a different view. Please use your analysis and guidance when making investment decisions.


This blog post is for informational purposes only and does not constitute financial or legal advice. Consult with qualified professionals before making any decisions.

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