Machine learning
.jpg.webp?itok=0R3p-_W9)
Generative AI is here to stay, even if the path forward is unclear
Chatbots and large language models dominated the AI conversation this year with the expectation that 2024 will bring more innovation and use cases to the forefront.
Waters Wrap: Big Tech’s capital markets expansion continues
Anthony looks back at some of the major cloud and AI projects involving the likes of Amazon, Google, IBM, Microsoft, and/or Snowflake in 2023.
Fixed income in 2023: Mergers, modernization, and mysteries, oh my!
Between tech revolutions, secret EMSs and electronified bonds, the fixed-income market saw major advancements over the last 12 months
AllianceBernstein: fine-tuning shrinks gen AI ‘hallucinations’
Asset manager says its tweaks have improved accuracy of LLM models.
How money laundering episodes catalyze the battle against financial crime
Deutsche Bank’s Mathew Kathayanat and Jie Yi Lee say that the implementation of digital identity management systems will help banks to get a handle on their AML/CTF monitoring needs.
Millennium Management enlists Google for building custom tech solutions
Google Cloud’s capital markets director Rohit Bhat details the cloud giant’s buy-side strategy.
AI model uses quantum math to learn like a human
Could the next big breakthrough in machine learning come from the world of finance?
Better tech brings threat of two-speed trading in fixed income
Smaller asset managers may get left behind as automation allows the big players to prosper.
.jpg.webp?itok=9pfMQOv3)
UK pushes financial firms to adopt privacy-enhancing technologies
Lawmakers and vendors are set to usher in an era of mutualized data insights. Are banks ready?
Can machine learning help predict recessions? Not really
Artificial intelligence models stumble on noisy data and lack of interpretability
GenAI and HFT: A competitive edge?
Timing is critical in the capital markets. IBM researchers say genAI’s predictive abilities in combination with AI/ML models can translate into profitable HFT opportunities.
Waters Wrap: As quantum’s skeptics grow in number, believers need better messaging
As you explore ways to use genAI, do you benefit from having ML and NLP experts on staff who have followed AI evolution for years? Anthony thinks that’s an important question when talking about quantum exploration.
Bloomberg deploys new chatbot tool to Terminal
The offering allows users to surface data and notifications from internal systems without ever having to leave Instant Bloomberg chatrooms.
Generative AI is changing debate on explainability, says Deutsche
The bank’s innovation head says observability can aid regulatory acceptance.
Quantum computing: a problem for another generation?
Some banks have soured on quantum exploration. Others are playing a game of wait and see.
Navigating the adoption of generative AI
This whitepaper, created by Xoriant, focuses on generative artificial intelligence (AI) and its potential to transform the way financial services firms operate, make business decisions and innovate.
Broadridge’s LTX looks to GenAI as it competes for market share
LTX has pinned its hopes of breaking into the fixed-income market on innovative use of AI. But how successful has its approach been, and what is it up against?
Waters Wrap: Reading the fixed-income tea leaves
A lot gets made about how much fixed income has been electronified. Anthony says that “percentage” ignores the important technological evolutions and strategic shifts being made by the vendor community.
IBM outlines ‘hybrid’ AI approach as revenues rise
It’s been two years since IBM’s pivot to a hybrid cloud and AI strategy, and the tech giant saw strong earnings as it continues to invest in the watsonx platform.
BNY Mellon streamlines the hunt for liquidity with LiquidityDirect updates
The bank spent the last three years evolving and expanding LiquidityDirect to include additional asset classes, and will white label the platform to customers.
Quants look to language models to predict market impact
Oxford-Man Institute says LLM-type engine that ‘reads’ order-book messages could help improve execution
The IMD Wrap: Talkin’ ’bout my generation
As a Gen-Xer, Max tells GenAI to get off his lawn—after it's mowed it, watered it and trimmed the shrubs so he can sit back and enjoy it.
JP Morgan pulls plug on deep learning model for FX algos
The bank has turned to less complex models that are easier to explain to clients.
Harnessing generative AI to address security settlement challenges
A new paper from IBM researchers explores settlement challenges and looks at how generative AI can, among other things, identify the underlying cause of an issue and rectify the errors.