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AI in 2025: Purpose-driven models, human integration, and more

AI News

For this article, AI News caught up with some of the worlds leading minds to see what they envision for the year ahead. Smaller, purpose-driven models Grant Shipley, Senior Director of AI at Red Hat , predicts a shift away from valuing AI models by their sizeable parameter counts.

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How AI is helping companies meet sustainability goals

IBM Journey to AI blog

When I started a role as a leader for sustainability in Expert Labs , our professional technology services organization, I saw the potential for AI to help with energy efficiency, decarbonization , and waste reduction. Discover the current and emerging use cases for AI in waste management, optimization, energy reduction and ESG reporting.

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The journey to a mature asset management system

IBM Journey to AI blog

Sensoring and monitoring also contribute to the direct measurement of sustainability environmental, social and governance (ESG) metrics such as energy efficiency and greenhouse gas emission or wastewater flows. The introduction of (generative) AI models in the asset management domain has brought a full toolbox of new optimization tools.

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How deep industry expertise enables breakthrough technology for today’s complex business needs

IBM Journey to AI blog

Across industries, the exponential growth of technologies such as hybrid cloud, data and analytics, AI and IoT have reshaped the way businesses operate and heightened customer expectations. Businesses are now entering an even greater digital era marked by broader applications of AI, including generative AI models.

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How to accelerate your data monetization strategy with data products and AI

IBM Journey to AI blog

Data products come in many forms including datasets, programs and AI models. Take the example of a client who integrated a set of disparate company ESG data into a new dataset. Their data services were a full dataset download plus an API wrap around the data, which could be queried for ESG data based on a company ticker symbol.

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Holistic asset management for utility network companies

IBM Journey to AI blog

The grid itself must green to operate within the environmental, social and governance (ESG) objectives and become carbon neutral by 2050. A shared data model across operating systems serves as the basis for integration, simulation, prediction and optimization by using generative AI models to drive next-level business value.

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The executive’s guide to generative AI for sustainability

AWS Machine Learning Blog

Organizations are facing ever-increasing requirements for sustainability goals alongside environmental, social, and governance (ESG) practices. This post serves as a starting point for any executive seeking to navigate the intersection of generative artificial intelligence (generative AI) and sustainability. A Gartner, Inc.

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