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Optimizing vector search using Amazon S3 Vectors and Amazon OpenSearch Service

AWS Big Data

We now have a public preview of two integrations between Amazon Simple Storage Service (Amazon S3) Vectors and Amazon OpenSearch Service that give you more flexibility in how you store and search vector embeddings: Cost-optimized vector storage : OpenSearch Service managed clusters using service-managed S3 Vectors for cost-optimized vector storage.

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Companies look to sell off assets to pay for AI investments

CIO Business Intelligence

But some companies, particularly in the IT sector, now appear to be reevaluating their business models and will consider selling non-core lines of business and products to fund AI projects, says James Brundage, global and Americas technology sector leader at EY, an IT and tax advisory firm.

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Companies to shift AI goals in 2025 — with setbacks inevitable, Forrester predicts

CIO Business Intelligence

Noting that companies pursued bold experiments in 2024 driven by generative AI and other emerging technologies, the research and advisory firm predicts a pivot to realizing value. Forrester said most technology executives expect their IT budgets to increase in 2025. Others won’t — and will come up against the limits of quick fixes.”

ROI
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Recap of Amazon Redshift key product announcements in 2024

AWS Big Data

First query response times for dashboard queries have significantly improved by optimizing code execution and reducing compilation overhead. We have enhanced autonomics algorithms to generate and implement smarter and quicker optimal data layout recommendations for distribution and sort keys, further optimizing performance.

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Nvidia unveils generative physical AI platform, agentic AI advances at CES

CIO Business Intelligence

AI requires us to build an entirely new computing stack to build AI factories, accelerated computing at data center scale, Rev Lebaredian, vice president of omniverse and simulation technology at Nvidia, said at a press conference Monday. LlamaIndex added a document research assistant for blog creation blueprint.

B2B
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Streamline AI-driven analytics with governance: Integrating Tableau with Amazon DataZone

AWS Big Data

Use case Amazon DataZone addresses your data sharing challenges and optimizes data availability. Refer to the detailed blog post on how you can use this to connect through various other tools. Check out the video below and the detailed blog post to learn how to connect Amazon DataZone to external analytics tools via JDBC.

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Generative AI: A Self-Study Roadmap

KDnuggets

Traditional machine learning systems excel at classification, prediction, and optimization—they analyze existing data to make decisions about new inputs. Instead of optimizing for accuracy metrics, you evaluate creativity, coherence, and usefulness. This difference shapes everything about how you work with these systems.