The New Workforce: The Impact of AI on Human Investors

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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Machine Learning Trading, Stock Market, and Chaos

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

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:
  1. Portfolios which directly use the algorithmic signals generated to select the sector ETFs to invest in and to rebalance the portfolio
  2. Portfolios which use sector-level predictions computed by aggregating our forecasting algorithm’s daily forecasts for individual S&P 500 stocks
  3. 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.

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

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?”

Artificial Neural Network Definition – word by word

Undoubtedly, Artificial Neural Network (ANN) has turned the page of the computer science

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Machine Learning Hedge Fund: Artificial Intelligence, Algotrading and Hedge Funds

taliTali Soroker is a Financial Analyst at I Know First. Machine Learning Hedge Fund

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Artificial Intelligence in Finance: AI is the New Electricity

This article was written by Harry Chiang, a Financial Analyst at I Know First.

Artificial Intelligence in Finance: AI is the New Electricity

Summary:
  • The Birth of AI Banking: Defining Artificial Intelligence
  • The Surprising State of AI and Banking Today
  • Why Are Major Banks Reluctant About AI?
  • The Most Important Developments in AI for Personal Finance
  • Four Major Benefits Consumers are Missing Without AI
  • Case Study: DBS, Digibank & India
  • How I Know First is Changing Banking

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Deep Learning Revolution: Google’s DeepMind Is Using Artificial Intelligence To Change The World In Incredible Ways

Google's DeepMindThis article was written by Zachary Shipman, a Financial Analyst at I Know First.

Deep Learning Revolution: Google's DeepMind

“Humans were stuck in a local maxima for 3000 years”- Google's DeepMind CEO, Demis Hassabis.
    Summary:
    • DeepMind: The collaboration between Humans and Artificial Intelligence
    • Why are games such an effective simulation tool for Artificial Intelligence?
    • Inventive Strategies that allow AlphaGo to exploit human game plans
    • Neural Networks and their function in the future
    • I Know First's Implementation of Artificial Intelligence technology

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