AI
New chatbots reveal limitations of legacy API development
As large language models that underpin the likes of ChatGPT and Bard come to market, vendors and trading firms are starting to see the benefits—and challenges—that open APIs provide.
Ice exec rejects cloud for critical infrastructure
FIA Boca 2023: SVP Bland “can’t imagine” outsourcing critical infrastructure; DRW’s Wilson warns of concentration risk
OK regulator? How AI became respectable for AML controls
Dutch court case pressures supervisors to accept new tech; explainability the key challenge
The haves and the ‘have bots’: can AI give vol forecasters an edge?
Quants at Acadian, Man Group, Northern Trust and PGIM are investigating the use of machine learning and natural language processing to improve volatility forecasts.
Waters Wrap: ChatGPT, data officers, and reaching new frontiers
As banks clamp down on large language models like ChatGPT, Anthony says that CDOs can help firms experiment with these chatbots while developing the proper governance structures.
Privacy-enhancing tech and data pooling—a new way to turn the tide on financial crime
Technological innovations have given some players cause to hope that cross-institutional data sharing could become a reality in spite of concerns around data protection.
Large language models: Another AI wave has come—what could it bring?
Since the release of ChatGPT, excitement and hype have been abundant across industries for this form of generative AI. For capital markets, the wave of innovation that could result may be a few years away but it’s worth paying attention to—and being…
AI proves helpful for banks facing new cash penalties for settlement failures
According to one report, banks have been hit with penalties of up to €5 million per month under new CSDR settlement rules. As a result, banks are turning to AI to help.
Brown Brothers Harriman unifies busy suite of AI products
It’s a new world, contend BBH’s Kevin Welch and Josh Fine. After a few years of experimentation that yielded several AI products for the bank and its clients, it was time to put the puzzle pieces together to serve a different way of working post-Covid.
BNY Mellon deploys new AI, cloud tools
The custodian bank has reduced payment processing times by as much as 80%, according to officials.
Waters Wrap: ChatGPT and the next wave of AI evolution
As the December holiday break loomed, a new tool released by OpenAI had engineers, analysts, programmers and even writers like Anthony wondering what the future of their professions might hold.
Here’s what ML and NLP powered in capital markets in 2022
As machine learning and natural language processing continue to spread across the industry, WatersTechnology highlights stories from 2022 that feature new use cases.
Post-trade still struggling from underinvestment, but purse strings are opening
Bloomberg, Broadridge, BNP Paribas, and a handful of startups are working to address manual processes in the back office.
Can algos collude? Quants are finding out
Oxford-Man Institute is among those asking: could algorithms gang up and squeeze customers?
The push for AI to unlock elusive automation in bond trading
Calculating total market capacity is key to automating the end-to-end execution of large bond trades, says Vuk Magdelinic.
Bot’s job? Quants question AI’s model validation powers
But supervisors cautiously welcome next-gen model risk management
The quant investor harnessing the power of ants
Swarm Technology has designed a network of trading algorithms that mimics the hive mind of insects.
Citi quants’ AI model aims to hedge earnings surprises
Machine learning tool forecasts effect of shocks on implied volatility surfaces in minutes.
Four years on, S&P's Kensho buy yields new automation tools, saving decades of manual data analysis
S&P-owned AI tool Kensho is leveraging its parent's massive datasets with its own machine learning to release a series of tools for analysts.
How to hone NLP's detection skills: a cue from a super-sleuth
With a sharper focus, AI readers could help detect hidden exposures for investors
Continuous evolution: Researchers work to specialize NLP for finance
From academics to data teams at investment banks, those in and adjacent to the capital markets are looking to specialize natural language processing models to understand and break down financial data.
After switch to Google, Symphony begins data migration for clients
Symphony decided to first migrate client data to Google from AWS, and then focus on applications.
Advancements in NLP bring focus to document insight
Vendors are looking to provide AI models to help financial professionals get more value out of unstructured data sources.
SS&C looks to leverage Blue Prism’s RPA capabilities to improve reconciliations, onboarding
After acquiring Blue Prism earlier this year, SS&C is looking to pair its Chorus business process optimization tool with the RPA specialist.