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

AI News

With so many examples of algorithmic bias leading to unwanted outputs and humans being, well, humans behavioural psychology will catch up to the AI train, explained Mortensen. The solutions? However, Wilson warns of new questions on boundaries between personal and workplace data, spurred by such integrations.

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Application of artificial intelligence based on state grid ESG platform in clean energy scheduling optimization

Flipboard

To address this issue, this work proposes an artificial intelligence (AI) empowered method based on the Environmental, Social, and Governance (ESG) big data platform, focusing on multi-objective scheduling optimization for clean energy.

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Best Financial Datasets for AI & Data Science in 2025

ODSC - Open Data Science

Whether its algorithmic trading , risk assessment, fraud detection , credit scoring, or market analysis, the accuracy and depth of financial data can make or break an AI-driven solution. Whether youre developing trading algorithms, forecasting economic trends, or detecting fraud, selecting high-quality data sources iscrucial.

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An integrated asset management data platform

IBM Journey to AI blog

Monitoring energy efficiency and greenhouse gas or fugitive emissions can directly contribute to environmental, social and governance (ESG) reporting, helping to manage and reduce the carbon footprint. These models often incorporate machine learning and AI algorithms to detect the onset of degradation mechanisms in an early stage.

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Promote resilience and responsible emissions management with the IBM Maximo Application Suite

IBM Journey to AI blog

To enhance your emissions management strategy, apply Asset Performance Management (APM) within MAS by using components like Maximo® Monitor and Maximo® Predict , which are powered by industry leading algorithms and AI through IBM watsonx services.

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The Alignment Problem Is Not New

O'Reilly Media

Attempts to add environmental, social, and governance (ESG) constraints have had only limited impact. As long as the master objective remains in place, ESG too often remains something of an afterthought. ESG-style concerns can’t be an add-on, but must be intrinsic to what AI developers call the reward function.

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What CIOs and CTOs should consider before adopting generative AI for application modernization

IBM Journey to AI blog

Consider sustainability goals Whether as part of formal ESG programs or corporate missions, sustainability is more than good ethics—it’s increasingly recognized as better business. Companies with committed, effective sustainability efforts can boost business value with improved shareholder return, revenue growth and profitability.