Accelerate agentic tool calling with serverless model customization in Amazon SageMaker AI

Agentic tool calling is what makes AI agents useful in production. It’s how they query databases, trigger workflows, retrieve real-time data, and act on a user’s behalf. But base models frequently hallucinate tools, pass bad parameters, and attempt actions when they should ask for clarification. These failures erode trust and block production deployment. You can … Read more

Building Intelligent Search with Amazon Bedrock and Amazon OpenSearch for hybrid RAG solutions

Agentic generative AI assistants represent a significant advancement in artificial intelligence, featuring dynamic systems powered by large language models (LLMs) that engage in open-ended dialogue and tackle complex tasks. Unlike basic chatbots, these implementations possess broad intelligence, maintaining multi-step conversations while adapting to user needs and executing necessary backend tasks. These systems retrieve business-specific data … Read more

From isolated alerts to contextual intelligence: Agentic maritime anomaly analysis with generative AI

This post is co-written with Arad Ben Haim and Hannah Danan Moise from Windward. Windward is a leading Maritime AI company, delivering mission-grade, multi-source intelligence for maritime-based operations. By fusing Automatic Identification System (AIS) data, remote sensing signals, proprietary AI models, and generative AI, Windward provides a 360° view of global maritime activity so defense … Read more

Iran threatens OpenAI’s Stargate data center in Abu Dhabi

An October 2025 image of OpenAI’s UAE Stargate data center under construction. | Image: G42 Iran’s Islamic Revolutionary Guard Corps (IRGC) has published a video threatening OpenAI’s planned Abu Dhabi datacenter if the US follows through on threats to attack the country’s power plants, as reported earlier by Tom’s Hardware. The video, which was published … Read more