AI models prompt banks to strengthen governance
Risk managers want ‘transparency and clarity’ around AI-based models
Banks are tightening up their governance and control processes in response to the proliferation of artificial intelligence (AI)-based trading models.
“The angle where we’re coming from right now is basically redefining some of our governance standards around the use of these models. [We’re] being very precise about what brings your outcomes, [and] what triggers [and] what thresholds are going to be monitored,” said Manan Rawal, head of US model risk management at HSBC. “We have these
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@risk.net or view our subscription options here: http://subscriptions.risk.net/subscribe
You are currently unable to print this content. Please contact info@risk.net to find out more.
You are currently unable to copy this content. Please contact info@risk.net to find out more.
Copyright Infopro Digital Limited. All rights reserved.
You may share this content using our article tools. Printing this content is for the sole use of the Authorised User (named subscriber), as outlined in our terms and conditions - https://www.infopro-insight.com/terms-conditions/insight-subscriptions/
If you would like to purchase additional rights please email info@risk.net
Copyright Infopro Digital Limited. All rights reserved.
You may share this content using our article tools. Copying this content is for the sole use of the Authorised User (named subscriber), as outlined in our terms and conditions - https://www.infopro-insight.com/terms-conditions/insight-subscriptions/
If you would like to purchase additional rights please email info@risk.net
More on Risk management
Caveat creator: GenAI giants’ pledges won’t pre-empt copyright suits
Tech vendors offer indemnities on generative output, but end-users need to check the fine print, warn IP lawyers
Basel triggers new tussle on anti-Archegos rules
Critics argue new guidelines on counterparty credit risk are either unworkable, or don’t go far enough to tackle concentration and wrong-way risk
Op risk data: TD Bank takes US reg pill in purported drug-related AML fails
Also: SCB fraud bill rising fast; Postbank pain for Deutsche Bank. Data by ORX News
Clear warning on escape hatch for optimisation trades
CCPs fear Emir clearing mandate carve-out for portfolio rebalancing could be abused
One year on, regulators still want a cure for bank runs
Broad support for higher outflow assumptions on uninsured deposits, but that won’t save insolvent banks
Falling T2 balances bode well for eurozone’s stability
Impact of fragmentation would be less severe today than in 2010s, says Marcello Minenna
For a growing number of banks, synthetics are the real deal
More lenders want to use SRTs to offload credit risk, but old hands say they have a long road ahead
Did Fed’s stress capital buffer blunt CCAR?
Experts fear flagship test’s use as a capital top-up has undermined its role in risk management
Most read
- Breaking out of the cells: banks’ long goodbye to spreadsheets
- Basel III endgame: why moving fast might prove better for banks
- Too soon to say good riddance to banks’ public enemy number one