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4 ways to ask hard questions about emerging tech risks

CIO Business Intelligence

In collaboration with our peers, we have a solid business sense that carefully weighs innovation and risk in order to gain valuable ROI while protecting the organization from all forms of risk associated with each project. If reversible, then there’s clearly less risk. What’s new and different today?

Risk 90
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In the corner office, fear of GenAI risk outweighs the lure of its promise

CIO Business Intelligence

The risk of material business incidents is increasing. Beneath the bluster of all things AI, leaders are centering on the conundrum of accelerating innovation while designing risk management frameworks for threats we cannot entirely predict but must anticipate. No longer can teams get away with simply responding faster.

Risk 62
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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. What are the key climate risk measurements and impacts? Generate Scenarios.

Risk 82
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Managing risk in machine learning

O'Reilly on Data

Fortunately, a recent survey paper from Stanford— A Critical Review of Fair Machine Learning —simplifies these criteria and groups them into the following types of measures: Anti-classification means the omission of protected attributes and their proxies from the model or classifier. Continue reading Managing risk in machine learning.

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OpenAI sets up new safety body in wake of staff departures

CIO Business Intelligence

OpenAI’s creation of a new safety committee at board level follows a string of departures and bad publicity around the company’s attitude to safety, including the dispersal of a “superalignment” team focused on long-term risks led by ex-chief-scientist Ilya Sutskever, who left the company two weeks ago. He’s not alone in that believe.

Risk 106
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Data Analytics Helps Hedge Funds Improve Customer ROIs

Smart Data Collective

We mentioned that data analytics is vital to marketing , but it is affecting many other industries as well. The market for financial analytics was worth $8.2 The Imperative of Risk Mitigation A crucial element in the world of financial investments is effective hedge fund management.

ROI 71
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Automating Model Risk Compliance: Model Monitoring

DataRobot Blog

If the assumptions are being breached due to fundamental changes in the process being modeled, the deployed system is not likely to serve its intended purpose, thereby creating further model risk that the institution must manage. These observations would have spanned a distribution, which the model leveraged to make its forecasts.

Risk 59