Signum Cents

In this series we discuss the economics of developing, deploying, and maintaining trading signals based on Artificial Intelligence (AI) and Machine Learning (ML). When should you build and when should you buy? Read on!

Liquidity Lamp Alpha Strategy Delivers 4X Better Returns

An alpha strategy based on Signum’s Liquidity Lamp end-of-day summary can outperform the S&P 500 4-to-1. It’s an example of the signal’s power.

Andy Lee

Director of Quantitative Research

Nov 25

Machine Learning for Copycat Investors and Alpha Clones - Part 2

In part 2 of the blog series learn about alpha cloning and popular strategies for replicating hedge funds’ portfolios and gaining traction with today’s innovations in machine learning technology.

Andy Lee

Director of Quantitative Research

Nov 18

Using AI-Powered Signals in Execution Strategies

Predictive trading signals can help achieve better execution. Learn how AI-powered signals can enhance execution algos.

David Taylor

Dr. Taylor brings over 20 years of experience designing high-performance computing and networking solutions.

Nov 11

Machine Learning for Copycat Investors and Alpha Clones - Part 1

Alpha Cloning, once known as Coattail investing, is a popular strategy used to replicate hedge funds. Part 1 details copycat methods that use forms 4 and 13F.

Andy Lee

Director of Quantitative Research

Oct 28

Avoiding the Risk of Alpha Decay with AI Predictive Signals

As AI is more widely used for predictive trading signals, firms face potential alpha decay—lost alpha from crowded trades. We offer ways to avoid that risk.

Andy Lee

Director of Quantitative Research

Oct 15

AI and Machine Learning for Predictive Trading - Part 2

This article details key considerations for firms looking to develop AI-powered trading signals, either in-house or through a vendor.

David Taylor

Dr. Taylor brings over 20 years of experience designing high-performance computing and networking solutions.

Oct 1

AI and Machine Learning for Predictive Trading - Part 1

Millisecond and even nanosecond trading speeds have become table stakes. Now, firms look for their next competitive edge: predictive signals driven by AI.

David Taylor

Dr. Taylor brings over 20 years of experience designing high-performance computing and networking solutions.

Sep 9

Hiding (and Seeking) With Iceberg Orders

Iceberg orders, also known as reserve orders, are sources of significant hidden liquidity that can be uncovered using order-level market data.

Andy Lee

Director of Quantitative Research

Aug 26

Predictive Cost Savings – Part 2

In this article, we address those firms with existing investments in trading signals based on Artificial Intelligence (AI) and Machine Learning (ML) technology.

David Taylor

Dr. Taylor brings over 20 years of experience designing high-performance computing and networking solutions.

Nov 28

Predictive Cost Savings – Part 1

Welcome to our new “Signum cents” series of articles on the economics of developing and maintaining trading signals (a.k.a. predictive market data and real-time analytics).

David Taylor

Dr. Taylor brings over 20 years of experience designing high-performance computing and networking solutions.

Nov 27

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