
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Machine-learning and AI projects on Wall Street become outdated quickly as market conditions and technology evolve, keeping the makers of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
The great disappearing internet—and what it could mean for your LLM
AI-generated content, bots, disinfo, ads, and censorship are killing the internet. As more of life continues to happen online, we might consider whether we’re building castles atop a rotting foundation.
Speakerbus goes bust, Broadridge buys Signal, banks mandate cyber training, and more
The Waters Cooler: The Federal Reserve is reserved on GenAI, FloQast partners with Deloitte Australia, UBS invests in Domino Data Lab, and more in this week’s roundup.
Waters Wavelength Ep. 328: FundGuard’s Lior Yogev
He joins the podcast to discuss legacy tech stacks at asset management firms.
One in four Fed staff could benefit from GenAI, study finds
New technology could reshape US regulator’s operations—but only with top-down push.
Northern Trust Asset Management enlists network theory to construct alpha signals
The $1.3 trillion asset manager will publish a paper later this year detailing how measuring network effects helps it better understand persistent drivers in trends.
‘AI for everyone, everywhere, with everything’
Waters Wrap: Anthony looks at some interesting projects involving machine learning, generative AI, and agentic AI from the last year.
Waters Wavelength Ep. 327: Standard Chartered’s Mo Rahim
He joins the podcast to discuss data and AI governance and guardrails for AI.
Paxos files to become SEC-registered clearing agency
The application comes after the blockchain infrastructure company completed a pilot in 2021 to test its settlement service.