Remove Consulting Remove Management Remove Modeling Remove Risk Management
article thumbnail

How A Data Catalog Enhances Data Risk Management

Alation

But data leaders must work quickly, and use the right tools, to understand, manage, and protect data while complying with related regulations and standards. The Increasing Focus On Data Risk Management. The Australian Prudential Regulation Authority (APRA) released nonbinding standards covering data risk management.

article thumbnail

PODCAST: COVID19 | Redefining Digital Enterprises – Episode 7: The Impact of COVID-19 on Financial Services & Risk Management

bridgei2i

Episode 7: The Impact of COVID-19 on Financial Services & Risk. Management. The Impact of COVID-19 on Financial Services & Risk Management. My name is Melita Menezes, and I’m a consultant at BRIDGEi2i. As past data isn’t relevant anymore, current models aren’t going to work.

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Big tech companies commit to new safety practices for AI

CIO Business Intelligence

The signatories agreed to publish — if they have not done so already — safety frameworks outlining on how they will measure the risks of their respective AI models. The risks might include the potential for misuse of the model by a bad actor, for instance. So, in a way, it is a step towards ethical AI.”

article thumbnail

The Role of Model Governance in Machine Learning and Artificial Intelligence

Domino Data Lab

All models require testing and auditing throughout their deployment and, because models are continually learning, there is always an element of risk that they will drift from their original standards. As such, model governance needs to be applied to each model for as long as it’s being used.

article thumbnail

How to Gain Greater Confidence in your Climate Risk Models

Cloudera

As governments gather to push forward climate and renewable energy initiatives aligned with the Paris Agreement and the UN Framework Convention on Climate Change, financial institutions and asset managers will monitor the event with keen interest. Transition : the changes in asset values, business models, etc. (ex. Assess Variables.

Risk 79
article thumbnail

OpenAI sets up new safety body in wake of staff departures

CIO Business Intelligence

OpenAI is setting up a new governance body to oversee the safety and security of its AI models, as it embarks on the development of a successor to GPT-4. The first task for the OpenAI Board’s new Safety and Security Committee will be to evaluate the processes and safeguards around how the company develops future models.

Risk 107
article thumbnail

10 things to watch out for with open source gen AI

CIO Business Intelligence

It seems anyone can make an AI model these days. Even if you don’t have the training data or programming chops, you can take your favorite open source model, tweak it, and release it under a new name. According to Stanford’s AI Index Report, released in April, 149 foundation models were released in 2023, two-thirds of them open source.

Modeling 131