Hidden danger: As AI permeates finance, cybersecurity moves to the forefront
Open-source wrappers like MLflow, though useful and popular, highlight the risks hidden beneath these models.

Daryan Dehghanpisheh has been a busy man lately. This year has marked a significant shift in the world of technology, as people can’t seem to get enough of generative AI and the large language models (LLMs) that underpin it. Dehghanpisheh and the company that he co-founded, Protect AI, have been in conversation with some of the largest sell-side firms and data providers about the security of these models. It’s an area in the AI/ML field that he feels deserves as much consideration as model bias
More on Data Management
As datacenter cooling issues rise, FPGAs could help
IMD Wrap: As temperatures are spiking, so too is demand for capacity related to AI applications. Max says FPGAs could help to ease the burden being forced on datacenters.
Bloomberg introduces geopolitical country-of-risk scores to terminal
Through a new partnership with Seerist, terminal users can now access risk data on seven million companies and 245 countries.
A network of Cusip workarounds keeps the retirement industry humming
Restrictive data licenses—the subject of an ongoing antitrust case against Cusip Global Services—are felt keenly in the retirement space, where an amalgam of identifiers meant to ensure licensing compliance create headaches for investment advisers and investors.
LLMs are making alternative datasets ‘fuzzy’
Waters Wrap: While large language models and generative/agentic AI offer an endless amount of opportunity, they are also exposing unforeseen risks and challenges.
Cloud offers promise for execs struggling with legacy tech
Tech execs from the buy side and vendor world are still grappling with how to handle legacy technology and where the cloud should step in.
Bloomberg expands user access to new AI document search tool
An evolution of previous AI-enabled features, the new capability allows users to search terminal content as well as their firm’s proprietary content by asking natural language questions.
CDOs must deliver short-term wins ‘that people give a crap about’
The IMD Wrap: Why bother having a CDO when so many firms replace them so often? Some say CDOs should stop focusing on perfection, and focus instead on immediate deliverables that demonstrate value to the broader business.
BNY standardizes internal controls around data, AI
The bank has rolled out an internal enterprise AI platform, invested in specialized infrastructure, and strengthened data quality over the last year.