Inside RBC’s Aiden project: 5 years of deep learning
Aiden, a trading platform launched last year, is the product of five years of experimentation with deep learning by RBC Capital Markets on top of an additional five years of hypothesizing about what best execution would one day require.
When RBC Capital Markets launched its artificial intelligence-powered trading platform, Aiden, in the fall of 2020, it was the culmination of 10 years of active development work, as the firm sought to address common client issues such as slippage and alpha erosion while executing trades, and periods of volatility that could upend the best historical models.
Machine-learning and AI projects on Wall Street become outdated quickly as market conditions and technology evolve, keeping the makers of
Only users who have a paid subscription or are part of a corporate subscription are able to print or copy content.
To access these options, along with all other subscription benefits, please contact info@waterstechnology.com or view our subscription options here: https://subscriptions.waterstechnology.com/subscribe
You are currently unable to print this content. Please contact info@waterstechnology.com to find out more.
You are currently unable to copy this content. Please contact info@waterstechnology.com to find out more.
Copyright Infopro Digital Limited. All rights reserved.
As outlined in our terms and conditions, https://www.infopro-digital.com/terms-and-conditions/subscriptions/ (point 2.4), printing is limited to a single copy.
If you would like to purchase additional rights please email info@waterstechnology.com
Copyright Infopro Digital Limited. All rights reserved.
You may share this content using our article tools. As outlined in our terms and conditions, https://www.infopro-digital.com/terms-and-conditions/subscriptions/ (clause 2.4), an Authorised User may only make one copy of the materials for their own personal use. You must also comply with the restrictions in clause 2.5.
If you would like to purchase additional rights please email info@waterstechnology.com
More on Emerging Technologies
Citi reveals Custody+, AI API security scare, 23/5 trading in Canada, and more
The Waters Cooler: A recap of the major tech and data news from the past week in the capital markets.
API security flaw highlights AI model vulnerabilities
Researchers uncover a way to make weaker AI models reveal the hidden reasoning of more powerful systems.
On vibe coding, no/low-code dev, and some potential misconceptions
The Waters Wrap: Is no-code/low-code even a thing anymore? Not really. But the companies that championed those terms just a few years ago tell Anthony they aren’t going anywhere.
Repo tokens won’t be cleared. Or will they?
Uncertainty lingers over clearing status of tokenized Treasuries, with decision likely devolved to DTCC.
AI startups get big-name investors, SEC denies 24X’s exemption request, and more
The Waters Cooler: A recap of the major tech and data news from the past week in the capital markets.
Rapid-fire repo raises hopes of cheaper, faster trading
Tokenized Treasuries piloted by DTCC could squash settlement cycles and enable 24/7 repo.
Stopgaps and fail-safes: How trading vendors guard against rogue AI agents
TradeStation’s newest trading tool, Titan-X, uses agentic tools to help plan, execute, and collect data on trades.
A rookie’s guide to tokenized Treasuries
What are DTCC’s digital US government debt securities? How do tokenized repo and other transactions work? These questions, and others, answered.