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Every day, people encounter multiple obstacles while traveling to their intended destinations. Sitting in traffic, waiting for the bus to arrive 15 minutes later than scheduled, driving around for 30 minutes to find a parking spot—the modern world is full of inconveniences due to underlying inefficiencies in our transportation systems. However, stalled cars and harried …
Posted by Alexander Frömmgen, Staff Software Engineer, and Lera Kharatyan, Senior Software Engineer, Core Systems & Experiences Code-change reviews are a critical part of the software development process at scale, taking a significant amount of the code authors’ and the code reviewers’ time. As part of this process, the reviewer inspects the proposed code and …
Amazon Kendra is a highly accurate and simple-to-use intelligent search service powered by machine learning (ML). Amazon Kendra offers a suite of data source connectors to simplify the process of ingesting and indexing your content, wherever it resides. Valuable data in organizations is stored in both structured and unstructured repositories. An enterprise search solution should …
Read more “Index your Confluence content using the new Confluence connector V2 for Amazon Kendra”
Generative AI — in the form of large language model (LLM) applications like ChatGPT, image generators such as Stable Diffusion and Adobe Firefly, and game rendering techniques like NVIDIA DLSS 3 Frame Generation — is rapidly ushering in a new era of computing for productivity, content creation, gaming and more. At the Microsoft Build developer …
Read more “NVIDIA and Microsoft Drive Innovation for Windows PCs in New Era of Generative AI”
After 2010, SaaS-[Software as a Service] became a trend in the market. Just think from your sixth sense, OpenAI just launched ChatGPT, which made a buzz in the global market. That would have a major impact on IT companies globally. Now let’s take a scenario: if we integrate OpenAI with an existing SaaS product, what …
Read more “SaaS Development with OpenAI: A Perfect Combination”
Virtual assistants are becoming increasingly important speech-driven Information Retrieval platforms that assist users with various tasks. We discuss open problems and challenges with respect to modeling spoken information queries for virtual assistants, and list opportunities where Information Retrieval methods and research can be applied to improve the quality of virtual assistant speech recognition. We discuss …
Now is a good time to start thinking about the governance of superintelligence—future AI systems dramatically more capable than even AGI.
Site-to-site Virtual Private Network (VPN) has been used to connect distributed networks for decades. This post describes how to use a VPC VPN Gateway to connect an on-premises (enterprise) network to the IBM Cloud VPC in a transit hub-and-spoke architecture: VPN Gateway connectivity to a VPC transit hub and spoke. Each spoke can be operated …
Read more “How to use VPN with a VPC hub-and-spoke architecture”
Generative AI is in the midst of a period of stunning growth. Increasingly capable foundation models are being released continuously, with large language models (LLMs) being one of the most visible model classes. LLMs are models composed of billions of parameters trained on extensive corpora of text, up to hundreds of billions or even a …
Read more “Instruction fine-tuning for FLAN T5 XL with Amazon SageMaker Jumpstart”
Be it marketing, sales, or even security, most departments in large organizations today have a range of SaaS tools at their disposal to help make their work more efficient. But people in corporate finance and accounting have been underserved in that respect. Their days are still spent on routine, mundane tasks that keep them away …
Read more “How Auditoria.AI is building AI-powered smart assistants for finance teams”