Author: Admin

How can you use science to build a better gingerbread house?That was something Miranda Schwacke spent a lot of time thinking about. The MIT graduate student in the Department of Materials Science and Engineering (DMSE) is part of Kitchen Matters, a group of grad students who use food and kitchen tools to explain scientific concepts through short videos and outreach events. Past topics included why chocolate “seizes,” or becomes difficult to work with when melting (spoiler: water gets in), and how to make isomalt, the sugar glass that stunt performers jump through in action movies.Two years ago, when the group was making a…

In this article, you will learn what the Model Context Protocol (MCP) is, why it exists, and how it standardizes connecting language models to external data and tools. Topics we will cover include: The integration problem MCP is designed to solve. MCP’s client–server architecture and communication model. The core primitives (resources, prompts, and tools) and how they work together. Let’s not waste any more time. The Complete Guide to Model Context ProtocolImage by Editor Introducing Model Context Protocol Language models can generate text and reason impressively, yet they remain isolated by default. Out of the box, they can’t access your…

Modern artificial intelligence (AI) systems, from robotic surgery to high-frequency trading, rely on processing streams of raw data in real time. Extracting important features quickly is critical, but conventional digital processors are hitting physical limits. Traditional electronics can no longer reduce latency or increase throughput enough to keep up with today’s data-heavy applications. Turning to Light for Faster Computing Researchers are now looking to light as a solution. Optical computing — using light instead of electricity to handle complex calculations — offers a way to dramatically boost speed and efficiency. One promising approach involves optical diffraction operators, thin plate-like structures…

I just returned from SAP Sapphire 2025 in Orlando, and while SAP painted a compelling vision of an AI-powered future, I couldn’t help but think about the gap between their shiny new announcements and where most SAP customers actually are today. Let me cut through the marketing hype and give you the analyst perspective on what really matters. The Cloud Migration Elephant in the Room SAP’s biggest challenge isn’t building cool AI features – it’s that the vast majority of their customer base is still running on-premise ERP systems. While SAP was busy showcasing their AI Foundation and enhanced Joule…

Many organizations are using an external identity provider to manage user identities. With an identity provider (IdP), you can manage your user identities outside of AWS and give these external user identities permissions to use AWS resources in your AWS accounts. External identity providers (IdP), such as Okta Universal Directory, can integrate with AWS IAM Identity Center to be the source of truth for Amazon SageMaker Unified Studio. Amazon SageMaker Unified Studio supports a single sign-on (SSO) experience with AWS IAM Identity Center authentication. Users can access Amazon SageMaker Unified Studio with their existing corporate credentials. AWS IAM Identity Center…

Understanding LLM EvaluationAs more companies lean into the technology and promise of artificial intelligence (AI) systems to drive their businesses, many are implementing large language models (LLMs) to process and produce text for various applications. LLMs are trained on vast amounts of text data to understand and generate human-like language, and they can be deployed in systems such as chatbots, content generation and coding assistance.LLMs like Open AI’s GPT-4.1, Anthropic’s Claude, and open-source models such as Meta’s Llama leverage deep learning techniques to process and produce text. But these are still nascent technologies, making it crucial to frequently evaluate their…

Customer-facing platforms are essential for modern businesses. From e-commerce sites to data portals, these platforms handle sensitive information, including personal data, payment details, and account credentials. Protecting this data is critical, as breaches can damage trust, lead to regulatory penalties, and result in financial losses. A clear approach to cybersecurity ensures both the business and its customers remain safe.Implement Strong AuthenticationAuthentication is the first line of defense. Multi-factor authentication adds a critical layer of protection by requiring additional verification beyond a password. Biometrics, authentication apps, and one-time codes significantly reduce the risk of unauthorized access. Password policies that enforce complexity…

If you’ve been anywhere near a data team, you already know the existential crisis happening right now. Here are just a few questions data leaders and our partners have shared with us:Why does data governance still feel like a slog?Can AI fix it, or is it making things worse?How do we move from governance as a roadblock to governance as an enabler?These were the big questions tackled in this year’s Great Data Debate, where a powerhouse panel of data and AI leaders dove deep into dove deep into how governance needs to evolve.Meet the Experts This discussion brought together industry leaders…

If you’re learning LangGraph or exploring more about it then it’s nice to know about the pre-built node-level caching in LangGraph. Caching not only eliminates unnecessary computation but also fastens the latency. We’ll be looking at the implementation of the same in the article.  It’s assumed that you have an idea about agents and nodes in LangGraph as we won’t be focusing on that side of the story, so without any further ado let’s walk into the concepts and implementation.  What is Caching? Caching stores data in temporary storage so the system can retrieve it quickly. In the context of…

Key Takeaways Modern AI empowers regulated organizations to communicate faster and smarter while staying fully compliant. Use cases like discovering content, ensuring the right tone, handling conversations efficiently, and delivering accessibly shows how AI drives measurable impact. EngageOne software helps leaders adopt AI safely to improve speed, accuracy, and customer engagement without compromising compliance or introducing operational risk. The Pressure to Modernize Without Losing Control In regulated industries such as financial services, insurance, and utilities, leaders face a constant balancing act. They must deliver fast, personalized customer experiences while maintaining compliance and consistency. Legacy systems, disconnected content libraries, and manual…