Implementing generative AI can seem like a chicken-and-egg conundrum. In a recent IBM Institute for Business Value survey, 64% of CEOs said they needed to modernize apps before they could use generative AI. But simultaneously, generative AI has the power to transform the process of application modernization through code reverse engineering, code generation, code conversion …
Posted by Yi-Fan Chen, Software Engineer, and Carla Bromberg, Program Lead, Google Research Wildfires are becoming larger and affecting more and more communities around the world, often resulting in large-scale devastation. Just this year, communities have experienced catastrophic wildfires in Greece, Maui, and Canada to name a few. While the underlying causes leading to such …
Methane (CH4) is a major anthropogenic greenhouse gas that‘s a by-product of oil and gas extraction, coal mining, large-scale animal farming, and waste disposal, among other sources. The global warming potential of CH4 is 86 times that of CO2 and the Intergovernmental Panel on Climate Change (IPCC) estimates that methane is responsible for 30 percent of observed …
If you’ve ever worn braces, you’ll know how uncomfortable and inconvenient they can be. Aside from having a mouthful of metal, there’s the sticky problem of trapped food, sleepless nights, and frequent visits to the orthodontist for adjustments. This discomfort is endured over a long period of treatment of 2+ years on average (and much …
Enterprise-managed identity and access management (IAM) enables cloud administrators to centrally configure access and security settings for the entire organization. To learn about the basics, see “How enterprise-managed IAM works.” The case study in this blog post shows how to easily and securely implement and manage a site reliability engineering (SRE) team’s access across an …
In today’s information age, the vast volumes of data housed in countless documents present both a challenge and an opportunity for businesses. Traditional document processing methods often fall short in efficiency and accuracy, leaving room for innovation, cost-efficiency, and optimizations. Document processing has witnessed significant advancements with the advent of Intelligent Document Processing (IDP). With …
Read more “Intelligent document processing with Amazon Textract, Amazon Bedrock, and LangChain”
Organizations are inundated with an overwhelming volume of documents that need to be processed, validated, and organized. Orby AI, powered by Document AI, helps customers automate document-centric repetitive tasks like contract processing, email processing, and invoice validation. Using Document AI’s pre-trained models — known as processors — as an important foundational layer, Orby AI learns …
So recently, we have been experimenting with knowledge bases, and how information is structured is vital. In some sense, it directly relates to the context and overall meaning. It also makes it easier for LLMs to answer questions accurately and reduces hallucination. And so we created a few experiments, that you can play with and test …
Read more “Mastering Knowledge Bases: The Key to Transformative Chatbots”
Hybrid cloud has become the new normal for enterprises in nearly all industries. Many enterprises have also deployed a hybrid multicloud environment that’s reliant on an ecosystem of different cloud service providers. 71% of executives think it’s difficult to realize the full potential of a digital transformation without having a solid hybrid cloud strategy in …
Read more “3 keys to building a robust hybrid cloud risk strategy”
This post is co-authored by Anatoly Khomenko, Machine Learning Engineer, and Abdenour Bezzouh, Chief Technology Officer at Talent.com. Founded in 2011, Talent.com is one of the world’s largest sources of employment. The company combines paid job listings from their clients with public job listings into a single searchable platform. With over 30 million jobs listed …