ChatGPT: Exploring the World with AI

February 28, 2023
Rafi ReesThis article was written by Rafi Rees – Financial Analyst at I Know First.

Summary

  • ChatGpt has taken the world by storm with its impressive natural language processing capabilities, revolutionizing the way we interact with technology.
  • ChatGPT is a large language model developed by OpenAI, based on the transformer architecture, that can process natural language text and generate human-like responses
  • It is trained on large datasets of text data, pre-processed to tokenize and vectorize the text, and fine-tuned on specific tasks to optimize its performance.

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The “Big Data” Solution For Wall Street

February 26, 2023

dr roitmanCo-Founder & CTO of I Know First Ltd. With over 35 years of research in AI and machine learning. Dr. Roitman earned a Ph.D  from the Weizmann Institute of Science

While the financial markets are very intricate systems, determining the best components of a successful portfolio does not have to be. Investors are familiar with the saying, “buy low, sell high” but this does not provide enough context to make proper investment decisions. Every investors dream is prior knowledge of the direction of the market before it happens. Although this is incredibly difficult to do accurately and consistently, it is now possible to create financial market forecasts with algorithms.

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Short-term Trading: Summary of Realistic Backtests based on Daily Stock Selection

February 22, 2023

Dario Biasini is a Research Analyst at I Know First.

Summary

  • Presentation and analysis of I Know First's daily trading stock selection strategies
  • Implementation in Quantopian of realistic backtests of the presented strategies
  • Analysis of how strategies can be adjusted for different rebalancing and holding times

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Entropy Test: Identifying the Dimension Where Deterministic Chaos is Alive in the Stock Market.

February 16, 2023
Sergey Okun This article was written by Sergey Okun – Senior Financial Analyst, I Know First, Ph.D. in Economics.

Summary:

  • The approximate entropy test enables us to identify when deterministic chaotic patterns start in financial assets.
  • The S&P500 index and its ETF SPDRs have non-linear dependence patterns from 3 days.
  • The I Know First AI algorithm allows for identifying non-linear dependencies in financial assets to find the most promising investment opportunities.

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I Know First To Democratize AI-Driven Stock Predictions For All

January 27, 2023
I Know First Research Team LogoThis article was written by the I Know First Research Team.

Summary:

  • Artificial intelligence is being widely used by pig players on the investment scene.
  • While the technology has a lot to offer, advanced models trained by top investment banks are likely to stay out of the reach of broader audience.
  • It is up to ambitious startups like I Know First to democratize AI for all.

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Market Anomaly: Weekend Effect of Monday and Friday Stock Returns

January 20, 2023
Sergey Okun This article was written by Sergey Okun – Senior Financial Analyst, I Know First, Ph.D. in Economics.

Summary:

  • A correctly identifying market anomaly can generate a profit for an investor that enables him to beat the market.
  • We have tested the Weekend effect anomaly and we have found that exploration of this anomaly cannot provide an eager return for an investor today.
  • The I Know First AI algorithm can identify working market anomalies that could be difficultly recognizable for a general investor.

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Sustainable Stock Forecast: Sustainable Investing Is The Key To The Future Trend

January 10, 2023
Huaiyi JiangThis Automotive Stock Market Forecast article was written by Huaiyi Jiang – Financial Analyst at I Know First.

Summary

  • Increasing signatories of PRI indicates the growing trend of sustainable investing
  • Risks and opportunities have been involved for businesses in the process of climate change
  • The development of sustainable stock will face several pressures

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