Machine Learning

415 articles found

Autonomous AI Agents Move Beyond Chatbots to Handle Complex Real-World Tasks

Autonomous AI Agents Move Beyond Chatbots to Handle Complex Real-World Tasks

Oct 19, 2025
endpointdev

Revolutionary autonomous AI agents now tackle complex real-world tasks by perceiving environments, making decisions, and taking coordinated actions through multi-agent frameworks like CrewAI and AutoGen, transforming industries from healthcare to software development despite ongoing challenges with reliability and security.

OpenSearch 3.3 Launches with AI Agents That Autonomously Search and Plan Queries Across Data Sources

OpenSearch 3.3 Launches with AI Agents That Autonomously Search and Plan Queries Across Data Sources

Oct 18, 2025
The New Stack

OpenSearch 3.3 launches with groundbreaking AI agents that autonomously interpret natural language questions and plan searches across multiple data sources, featuring a redesigned interface, enhanced analytics capabilities, and significant performance improvements including the new Seismic algorithm for neural sparse search.

Large Language Models Transform Time-Series Analysis with Advanced Pattern Detection and Automated Forecasting

Large Language Models Transform Time-Series Analysis with Advanced Pattern Detection and Automated Forecasting

Oct 17, 2025
Towards Data Science

Large Language Models revolutionize time-series analysis by automatically detecting patterns, spotting anomalies, and generating forecasts through advanced prompt engineering, while streamlining preprocessing tasks like stationarity testing and seasonal decomposition to transform how analysts approach temporal data prediction.

Edmunds Launches 'Edmunds Mind' AI System with Specialized Agents That Achieve 95% Analytics Accuracy

Edmunds Launches 'Edmunds Mind' AI System with Specialized Agents That Achieve 95% Analytics Accuracy

Oct 16, 2025
Databricks

Edmunds unveils 'Edmunds Mind,' a revolutionary AI ecosystem featuring specialized agents like DataDave that achieves 95% analytics accuracy, transforming car shopping through automated workflows, real-time vehicle data correction, and personalized responses powered by advanced memory systems and hierarchical agent communication protocols.

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