Chief Innovation Officer
Vanguard cautiously explores neural networks for alt data analysis
John Ameriks, head of Vanguard’s Quantitative Equity Group, explains the rationale behind dataset selection and how the group has been using machine learning.
GenAI offers promise, complexity for research management
Research management system providers are building on their AI capabilities using LLMs to improve the research process, but challenges remain.
Elephant in the room: Balancing AI innovation with cloud projects
Voice of the CTO: While generative AI is today’s hot topic, bank technologists explain how they’ve spent years planning for this day, even if cloud had been the main focus. And to be sure, skeptics remain.
Run the bank, change the bank: CTOs juggle needs and wants
Voice of the CTO: In part two of a five-part series, bank technologists explain where firms go wrong when trying to modernize their tech stacks and manage technical debt.
GenAI or replatforming? Bank CTOs disagree on budgetary spend
Voice of the CTO: In part one of a five-part series, several bank technologists discuss where they are looking to spend their budgets this year, and what hurdles stand in the way of experimenting with generative AI.
AI expert warns of algo-based market manipulation
An artificial intelligence professor warns of machine learning ‘arms race’ for regulators against those seeking to use new technologies to manipulate financial markets.
Domain-specific AI: the hot topic of 2024?
Generative AI is increasingly being applied to specific domains within finance. But experts are divided on whether targeted models will take over from their general-purpose cousins.
The IMD Wrap: AI efforts will force renewed focus on data in 2024
Machine learning and generative AI offer a tremendous opportunity to help users obtain more insights from raw data, but these tools first need perfect datasets on which to base their decisions.