The new trusted identity propagation feature in Amazon Web Services (AWS) allows users to seamlessly sign on to applications running in AWS using their workforce identity from identity providers like Okta or Microsoft Entra ID. This eliminates the need for users to be aware of different IAM roles to access data or use local database … Read more
The US government is prioritizing the responsible development and use of artificial intelligence (AI) systems through Executive Order 14110 in 2023. The Office of Management and Budget published Memo M-24-10 in March 2024, outlining guidelines for agencies to strengthen AI governance, promote responsible innovation, and manage risks. Amazon Web Services (AWS) is committed to responsible … Read more
In this two-part series, we explore integrating machine learning (ML) predictions into Amazon Aurora database and Amazon SageMaker. Part 1 covered building a customer churn ML model with SageMaker Autopilot and setting up the Aurora ML and SageMaker integration. Additionally, we discussed invoking the SageMaker endpoint from an Aurora cluster in real-time. This post delves … Read more
Financial analysts and research analysts in capital markets face numerous challenges in distilling business insights from a vast array of financial and non-financial data. The increasing variety of tools and data volume requires analysts to synthesize information from multiple sources, both qualitative and quantitative, to provide valuable insights and recommendations. Additionally, analysts must learn new … Read more
House730 has integrated GPT-3.5-Turbo-16K from Microsoft Azure OpenAI service to enhance its customer service capabilities and streamline property listings in Hong Kong. This move marks the first time a search engine has utilized this technology in the Hong Kong real estate market. Mike Wong, the CTO of House730, expressed the company’s commitment to innovation in … Read more
The Cannes Lions International Festival of Creativity, a gathering of professionals in the advertising, marketing, media, and entertainment industries, showcased the latest advancements in AI-powered generative technologies. Amazon Web Services (AWS), a key player in the industry, presented how its services are helping advertisers and marketers create better campaigns, deliver personalized customer experiences, and improve … Read more
Apple has developed a new AI infrastructure using resources from Google’s cloud infrastructure. Their new AI backend includes a local foundation model, Apple servers, and server processors based on their M-series chip designs. This private cloud computing infrastructure hosts Apple servers running on local Apple chips, summarized as Apple Intelligence. The machine learning framework, AXLearn, … Read more
In a recent episode of The New Stack Makers, Suman Debnath, lead developer advocate for machine learning at Amazon Web Services, discussed the importance of Python in machine learning and data science. Python is often the language of choice for starting with machine learning due to its ease of use and the ecosystem surrounding data … Read more
Hewlett Packard Enterprise (HPE) has established itself as a key enterprise channel for its partnership with Nvidia. This collaboration between the two companies aims to offer cutting-edge technologies and solutions to their customers in the enterprise market. The partnership between HPE and Nvidia brings together the expertise and resources of both companies to provide innovative … Read more
A recent report by Mandiant has revealed that a China-linked cyber espionage actor known as UNC3886 has been exploiting zero-day vulnerabilities in Fortinet, Ivanti, and VMware devices. This threat actor has been using multiple persistence mechanisms to maintain access to compromised environments, including network devices, hypervisors, and virtual machines. The attacks orchestrated by UNC3886 have … Read more