---
title: Today’s markets, tomorrow’s technology - The Trading Show Chicago 2022
description: On September 28 & 29, 2022, Prof. Petter Kolm, AI & Trading Scientific Advisor, and Lukas Sieber, Head of Marketing, were invited to attend The Trading Show in Chicago.
---

[news | aisot ](https://aisot.com/blog)

# [Today’s markets, tomorrow’s technology - The Trading Show Chicago 2022](https://aisot.com/blog/tradingshow2022_todays_markets_tomorrows_technology)

 Written by [Lukas Sieber](https://aisot.com/blog/author/lukas-sieber) | Oct 2, 2022 7:31:25 PM

**On September 28 & 29, 2022, Prof. Petter Kolm, AI & Trading Scientific Advisor, and Lukas Sieber, Head of Marketing, were invited to attend **[**The Trading Show in Chicago**](https://www.terrapinn.com/conference/trading-show-chicago/index.stm)**. The event brings together professionals from a variety of areas in the financial industry including high-performance computing, traditional and alternative data, machine learning, blockchain, and cryptocurrency.**

 

 

During the conference, Petter Kolm presented one of his most recent papers on “[Deep Order Flow Imbalance: Extracting Alpha at Multiple Horizons from the Limit Order Book](https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3900141)” in a roundtable discussion. The paper discusses how to use deep learning in forecasting high-frequency equity returns at multiple horizons using order book information at the most granular level. Professor Kolm, a veteran academic and quant, is leading several research efforts in quantitative finance and financial data science at NYU’s Courant Institute of Mathematical Sciences. Petter Kolm and Nino Antulov-Fantulin, Head of Research at aisot, have previously published research on the impact of publicly available news on financial markets, and other topics.

In Chicago, Kolm also moderated a panel on "Quants in crypto: Market entry and risk" with [Jeff Ludgate](https://www.linkedin.com/in/jeffludgate/) from Avelacom, [Betty Sharples](https://www.linkedin.com/in/ACoAAA2eu-cBKq0uf7Ix-_DJWaxr0Pl5OrsChts?lipi=urn%3Ali%3Apage%3Ad_flagship3_company_admin%3B3BGuUCz9RFqcHimzIEGiTg%3D%3D) from Copper Technologies, and [Abraham Chaibi](https://www.linkedin.com/in/ACoAACkZr3QBD17fPIHKtm0_pRwTpYrrhVAy71g?lipi=urn%3Ali%3Apage%3Ad_flagship3_company_admin%3B3BGuUCz9RFqcHimzIEGiTg%3D%3D) from Dexterity Capital. Among a variety of topics, the panel discussed current crypto market regulations and how crypto investing is undergoing a transformation from being purely speculative to a more investing-oriented market. One of the recent findings Kolm presented during the discussion is how the most liquid cryptocurrencies exhibit three economic regimes: (1) a neutral regime with moderate volatility, (2) an upward-trending regime with moderate volatility,  and (3) a downward-trending regime with high volatility (about twice the size of the volatility of the first two regimes).  

 

[View full post](https://aisot.com/blog/tradingshow2022_todays_markets_tomorrows_technology)

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