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How Model Context Protocol (MCP) Servers Powered Modern Large Language Models (LLMs)

2025-11-12T14:40:49+00:00

  In today’s fast-growing world of artificial intelligence, Large Language Models (LLMs) like GPT, Claude, and Grok are becoming critical to digital transformation. These models can write human-like text, understand complex questions, and even automate business tasks. As LLMs became smarter, they faced a major problem: managing context. Early versions struggled to maintain consistent conversations, use real-time data, and handle large workloads. To solve this, Model Context Protocol (MCP) Servers were introduced. They help LLMs manage context in a dynamic, secure, and intelligent way.   Early context management of LLMs before MCP Servers Before MCP Servers, most LLMs relied on [...]

How Model Context Protocol (MCP) Servers Powered Modern Large Language Models (LLMs)2025-11-12T14:40:49+00:00

Building an Amazon Nova AI Chatbot Using Bedrock

2025-10-31T14:49:08+00:00

If you ever want to build your own AI chatbot on Amazon, this guide will show you how. You’ll create a working, serverless chatbot powered by Amazon Bedrock Nova, one of the easiest ways to try foundation models on Amazon. The setup is simple, fully managed, and does not require hosting your own model or dealing with complex infrastructure. We’ll use Amazon Bedrock, AWS’s service for running and managing foundation models. It gives you easy API access to large language models without worrying about scaling, infrastructure, or maintenance. The Nova family is Amazon’s own set of models available in Bedrock. [...]

Building an Amazon Nova AI Chatbot Using Bedrock2025-10-31T14:49:08+00:00

Crowd Detection: How AI Predicts Busy Areas

2025-10-26T15:10:10+00:00

You might use Google Maps in your daily commute, but have you ever wondered how it provides real-time traffic data? Or how it highlights the busiest areas and even the popular times for a business? To achieve this, Google powers these features with large-scale analysis and crowdsourcing from our smartphone location data. Subsequently, an artificial intelligence (AI) application is used to also predict crowd levels in the coming hours and days, instead of being limited to real-time situations. Google Maps' features for live busyness, popular times, and traffic are a suite of AI-powered systems. Specifically, they are built on crowdsourcing [...]

Crowd Detection: How AI Predicts Busy Areas2025-10-26T15:10:10+00:00

Microsoft Unveils the NEW Agentic AI Business Solutions Architect Certification (AB-100 beta)

2025-10-23T03:40:58+00:00

As artificial intelligence (AI) continues to reshape industries rapidly, the demand for professionals who can design, implement, and manage autonomous AI systems that deliver real business value is skyrocketing. In response to this evolving landscape, Microsoft has introduced a groundbreaking new certification: Microsoft Certified: Agentic AI Business Solutions Architect (AB-100). This certification validates the skills and knowledge required by architects and technical specialists to design responsible, scalable, and innovative AI solutions. It emphasizes the practical application of agentic AI — AI systems capable of autonomous decision-making — to drive measurable business impact. What is the AB-100 Certification? The AB-100 certification [...]

Microsoft Unveils the NEW Agentic AI Business Solutions Architect Certification (AB-100 beta)2025-10-23T03:40:58+00:00

High-Performing ≠ Massive: The Rise and Progression of Small Language Models (SLMs)

2025-10-17T11:29:21+00:00

Have you ever needed to find a new charger for your device, only to discover that its voltage wasn’t compatible, causing it not to work or even risking damage? Without checking the actual needs of your device, you’ve probably thought that you could go with what the seller recommends as the “highest quality” rather than your device’s fitting needs. With the current utilization of AI for businesses, bigger doesn’t always mean better. Large Language Models (LLMs) like GPT, Gemini, Claude, etc. have been in the spotlight for their high-performing power for computational tasks and content generation capabilities. But let’s be [...]

High-Performing ≠ Massive: The Rise and Progression of Small Language Models (SLMs)2025-10-17T11:29:21+00:00

Chips & Brains: The Psychology of Human-AI Decision Making

2025-10-07T07:45:30+00:00

Your smartphone just recommended the perfect restaurant, your GPS avoided traffic seamlessly, and your bank approved a loan in seconds—all without human intervention. The speed at which AI operates is awe-inspiring. Yet when the same AI suggests a medical treatment or hiring decision, we suddenly hesitate. This contradiction reveals something fascinating: our relationship with artificial intelligence isn't just about technology; it is deeply psychological. Today's workplace is undergoing a silent revolution in which human intuition and algorithms clash, operate together, and occasionally fail catastrophically. AI technologist Kylan Gibbs and social psychologist Brian Lowery agreed in a recent TED talk that [...]

Chips & Brains: The Psychology of Human-AI Decision Making2025-10-07T07:45:30+00:00

What is an AI Agent?

2025-09-19T13:01:29+00:00

AI agents are autonomous systems that perform tasks, make decisions, and interact with their environment with minimal human intervention. These agents can handle complex processes across various industries by leveraging advanced machine learning and artificial intelligence techniques. Here’s a comprehensive guide to understanding AI agents, their components, types, and applications. Core Components: Perception: Collects data from the environment using sensors or input channels. Reasoning: Analyzes the gathered data to make informed decisions or predictions. Action: Executes actions or tasks based on the reasoning process. Learning: Improves performance over time by learning from previous experiences. Memory: Retains data to provide continuity [...]

What is an AI Agent?2025-09-19T13:01:29+00:00

AWS Bedrock’s Intelligent Prompt Routing: Smarter AI for Everyone

2025-09-29T08:40:37+00:00

When we interact with AI models, we often expect them to instantly understand our intent and give the right answer. But the truth is, not every model is designed for every type of task. Some are fast but shallow, others are detailed but resource-heavy. Here’s a question I always hear from both students and professionals, "How do you make sure AI gives the best answer for what you need?" That is where Prompt Routing comes in. Prompt Routing is the practice of directing your request to the right AI model based on what you actually need. It works like assigning [...]

AWS Bedrock’s Intelligent Prompt Routing: Smarter AI for Everyone2025-09-29T08:40:37+00:00

AWS AI League: Empowering Developers for Change

2025-09-14T12:20:03+00:00

Have you ever wondered if the power of AI could be harnessed not just by tech giants, but by everyday developers and communities to tackle real-world problems like climate change or healthcare access? In a world where AI is often seen as a tool for big business, Amazon Web Services (AWS) is flipping the script with its latest initiative. The AWS AI League is bringing developers together in a collaborative challenge to build AI solutions for pressing societal issues. I'm excited to dive into why this stands out as a fresh approach in the AI landscape—one that emphasizes community-driven innovation [...]

AWS AI League: Empowering Developers for Change2025-09-14T12:20:03+00:00

AI Visibility is The New SEO. Welcome to GEO

2025-09-13T19:43:12+00:00

Now that you’re reading this, I have another AI-talk going on for you. And nope… we’re not stopping with AI cuz we always want you to be ahead of the curve :3 Okay, so let’s say you wanna go to a café near you but you’re kinda broke and you wanna look for something cheap but decent. First thing you’ll do is go to Google and ask “affordable coffee shops near me” and now Google shows you a list—10 blue links, to be exact. You’d click one, scroll, check the menu, hit the back button. Click another, read a few [...]

AI Visibility is The New SEO. Welcome to GEO2025-09-13T19:43:12+00:00

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