Covid-19 Tumult Tests AI Fund Returns
Some machine learning strategies have coped well, but others began to struggle as panic mounted.
When Lewis Carroll’s Alice tumbles down the rabbit hole into a nonsensical new world, she relies on its enigmatic, but oddly astute, denizens to guide her. Down the rabbit hole of the Covid-19 universe, can the enigmas of machine learning prove a more astute guide than human instinct?
Proponents of machine learning (ML) believe so. ML’s promise for investors is that it can scout out hidden complexities when changes in one variable—a macro factor, say—alter the relationships between others. This
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 Data Management
The TNS–Radianz deal hints at underlying issues in trader voice
Waters Wrap: As part of its cost-cutting program, BT shipped its Radianz unit to TNS, but the deal didn’t include its Trading & Command trader voice property. Anthony finds that interesting.
Fixed income data continues to challenge capital markets firms
A range of challenges facing fixed income market participants
PostSig nets $4.1M seed funding to fuel expansion
The vendor will use the funding to solidify its position tracking data contracts and to expand to other contract management needs in the capital markets and beyond.
Wall Street hesitates on synthetic data as AI push gathers steam
Deutsche Bank and JP Morgan have differing opinions on the use of synthetic data to train LLMs.
LSEG files to dismiss MayStreet lawsuit, citing no evidence of fraud
In its response to MayStreet’s complaint filed in May, lawyers for the exchange group characterize Flannery as having “seller’s remorse.”
AI fails for many reasons but succeeds for few
Firms hoping to achieve ROI on their AI efforts must focus on data, partnerships, and scale—but a fundamental roadblock remains.
Halftime review: How top banks and asset managers are tackling projects beyond AI
Waters Wrap: Anthony highlights eight projects that aren’t centered around AI at some of the largest banks and asset managers.
Secondaries market growth triggers data issues for investors
Private market secondaries have exploded, but at the cost of significant data challenges for investors. Simon Tang, Accelex’s head of US, explains how unstructured data formats are causing transparency issues and slowing the industry’s growth.
