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What Is Model Risk Management and How is it Supported by Enterprise MLOps?

Domino Data Lab

Model Risk Management is about reducing bad consequences of decisions caused by trusting incorrect or misused model outputs. Systematically enabling model development and production deployment at scale entails use of an Enterprise MLOps platform, which addresses the full lifecycle including Model Risk Management.

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What the Digital Operational Resilience Act means for you

CIO Business Intelligence

The regulation requires EU financial entities and their critical ICT providers to adopt comprehensive information and communications technology (ICT) risk management capabilities into their security processes. So, with no time to waste, where should they get started? Is your IT security infrastructure ready for future regulations?

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Understanding New Data-Driven Methodologies In Software Development

Smart Data Collective

Big data has turned the software industry on its head. The relationship between software development and big data is a two-way street. While many software developers are looking to create new applications that use big data, they are also using big data to streamline development. Big data helps compilers operate more efficiently.

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3 areas where gen AI improves productivity — until its limits are exceeded

CIO Business Intelligence

According to a research report IDC released in November, based on a survey of over 2,100 business leaders and decision makers with responsibility for AI transformation, 71% of companies already using AI are seeing returns on their AI investments within 14 months, averaging $3.50 We did side-by-side testing,” he says.

IT 125
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Creating value with generative AI in manufacturing

CIO Business Intelligence

Microsoft Copilot can bring to bear a range of capabilities to help manufacturers mitigate risk, manage their inventory, improve planning, and make informed decisions quickly across the entire supply chain. For instance, production operatives can use mobile devices to report product design concerns using natural speech.

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Selling the C-suite on preemptive IT investments

CIO Business Intelligence

And 2024 looks to be that kind of year, with John-David Lovelock, distinguished VP analyst, reporting that “IT spending will be driven by more traditional forces, such as profitability, labor, and dragged down by a continued wave of change fatigue.” The average cost of a data breach is $4.64

ROI 121
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10 things to watch out for with open source gen AI

CIO Business Intelligence

According to Stanford’s AI Index Report, released in April, 149 foundation models were released in 2023, two-thirds of them open source. Traditional open source software is just that — code. And bad actors can download these models for free and run them in their own environments in order to test potential hacks.

Modeling 133