Discussing the article: "How to Set Up an AI Hedge Fund in MetaTrader 5"

New comment

Check out the new article: How to Set Up an AI Hedge Fund in MetaTrader 5.

The article examines the architecture of a committee consisting of 15 AI agents: ten analysts and four risk officers vote in three parallel phases, and the Chair records the final result. Isolated pair contexts with separate reputations are used for eight currency pairs. The dynamic vote threshold depends on the daily PnL targets. The Expert Advisor uses only the signal, SL and TP, which allows for evaluation pf the quality of its decisions without any additional mechanics.

You run dozens of population-based optimizers on the same test bench and see a neat leaderboard. The problem is that some of these wins do not reflect the algorithm’s true search power: a high score may arise not from an ability to find the optimum, but from a match between the geometry of the algorithm’s steps and the geometry of a specific test function. A maximum located on the boundary, at the center, or near the diagonal of the normalized space gives certain classes of methods a systematic advantage.

In this article, we formalize this risk — especially the “diagonal effect” — provide a measurable diagnostic criterion, and show how to remove structural advantages from a benchmark set. After reading this, you will get specific tools rather than an abstract diagnosis: a rule for checking the position of an extremum, a procedure for verifying raw extrema (VerifyExtremes.mq5), and an example of practical correction of test functions.


Author: Yevgeniy Koshtenko

But what a grand title for the article!

So many encouraging claims in a completely empty strategy!

That’s an interesting question. In that case, why not use `ollama`, as you do in some of your other Python code? Wouldn’t that work well? Thank you for your attention.

sindicato #:

That’s an interesting question. In that case, why not use `ollama`, as you do in some of your other Python code? Wouldn’t that work well? Thank you for your attention.

Yes, there are versions using Ollama and llama-cpp)

Thank you, a very interesting article. I’m studying this material myself, as well as this trading approach based on discussions involving AI agents and decision-making by senior traders....

Profitable trades are possible with this trading approach… and, again, you can incorporate the news… and trade on the news… Ollama + Cursor + AI agents and that’s it!!! )

New comment