Understanding unstructured data in the context of AI

The volume of data being created today is truly staggering. IDC projects that global data will reach 400 zettabytes (400 billion terabytes) by 2028, with 90% of that data classified as unstructured data. The proliferation of so much data, and so much unstructured data, raises two primary questions: How do we manage it all, and…

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How AI agents will transform the future of work

At first, robotic process automation coupled with low-code platforms and orchestration tools propelled many organizations to increase productivity and scale business operations. Virtual agents and chatbots then took automation one step further by enabling a conversational experience. Then, large language models (LLMs), vector databases, retrieval augmented generation (RAG), and other generative AI innovations enabled new…

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Open-washing and the illusion of AI openness

A peculiar trend has taken hold within the AI gold rush: Major players in the space—from OpenAI to Google and Microsoft—have started to heavily market their AI models as “open.” These companies are using terms like “open AI” to align with notions of transparency, collaboration, and shared progress associated with open source software. However, a…

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Red Hat Ansible service comes to AWS Marketplace

Red Hat Ansible Automation Platform Service, for automating the management of hybrid cloud infrastructure, now is available as a managed offering on Amazon Web Services through the AWS Marketplace. General availability of Red Hat’s automation service was announced December 2. Ansible Automation Platform Service on AWS makes it easier for customers to manage cloud infrastructure…

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AWS PartyRock updated with free daily usage for developers

Amazon Web Services has updated AWS PartyRock, its mostly free low code tool for building generative AI applications with a new app search function and the ability to build document processing into applications. PartyRock, otherwise known as Amazon Bedrock Playground, was introduced at last year’s AWS re:Invent conference, and the updates at this year’s event…

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AWS brings RAG evaluation and LLM-as-a-judge feature to Amazon Bedrock

Amazon Web Services (AWS) has updated Amazon Bedrock with features designed to help enterprises streamline the testing of applications before deployment. Announced during the ongoing annual re:Invent conference, the new features include a retrieval augmented generation (RAG) evaluation tool within Bedrock Knowledge Bases. [ Related: AWS re:Invent 2024 news and insights ] Bedrock Knowledge Bases…

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5 ways AI will change the software development life cycle

Considering the scaling history and trajectory of generative AI models (specifically large language models, or LLMs) specialized for coding, the software development life cycle (SDLC) is ripe for disruption. Not because we’re all going to be replaced by machines, but because there are so many areas in the SDLC that are perfect fits for AI…

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