The New Workforce: The Impact of AI on Human Investors

December 26, 2018

The Impact of AI on Human Investors

“Our intelligence is what makes us human, and AI is an extension of that quality.” – Yann LeCun

Summary:

A growing fear in the financial sector is that robots will soon replace quantitative hedge fund managers and traders.
Potential uses for AI within the financial sector include ‘Algo-trading’ and portfolio management.
To date very few financial institutions are confident to grant full managerial control to a machine.
The I Know First Market Prediction System models and predicts the flow of money between the markets.

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Artificial Intelligence Article Premium

Machine Learning Trading, Stock Market, and Chaos

December 1, 2018

Tali Soroker is a Financial Analyst at I Know First.

Summary

There is a notable difference between chaos and randomness making chaotic systems predictable, while random ones are not
Modeling chaotic processes are possible using statistics, but it is extremely difficult
Machine learning can be used to model chaotic processes more effectively
I Know First has employed artificial intelligence and machine learning in order to make predictions in the stock market
Definitions for underlined words can be found in the Glossary at the end of the article

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Algorithmic Articles Premium

An Overview of How To Use I Know First’s AI Forecasts for ETF Trading

November 30, 2018

In the following we give an overview of the construction and performance of ETF Portfolios constructed using I Know First’s Algorithmic Forecasts for the SPDR Sector ETFs. We present the construction and performance of:

Portfolios which directly use the algorithmic signals generated to select the sector ETFs to invest in and to rebalance the portfolio
Portfolios which use sector-level predictions computed by aggregating our forecasting algorithm’s daily forecasts for individual S&P 500 stocks
Portfolios which combine the algorithmic forecasts with an equally invested benchmark to create long only strategies which allow investors to target desired alpha and beta statistics

We show that these portfolios register very good performance statistics over the analyzed time-horizon outperforming the benchmark.

Trading Strategies

What Is An Artificial Neural Network And How I Know First Is Using It?

September 30, 2018

The article was written by Hieu Nguyen, a Financial Analyst at I Know First.

Artificial Neural Network and I Know First

Summary:

Artificial Neural Network Definition – word by word
How does Artificial Neural Network work?
Application of ANN in real life
How ANN transforms the financial market?
Artificial Neural Network and I Know First

You come to the office today like every other day, sit down, grab a cup of coffee, and start reading the news. The more you read, the more you realize there are some words that show up more often “Artificial Intelligence”, “Artificial Neural Network”, “Deep Learning”. A decade ago, no one talked about these concepts. You start to ask yourself “What is all of these?” How’re they going to change my world?”