Artificial Intelligence Archives

What is Federated Learning?
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What is Federated Learning?

Ace Kenneth Batacandulo2025-08-26T16:51:20+00:00

A machine learning technique where multiple devices or servers collaboratively train a shared model without sharing raw data. Instead of sending data to a central server, only the model updates (gradients/parameters) are sent, keeping sensitive information local. Key Concepts Decentralized Training: Data stays on local devices (e.g., smartphones, IoT, edge devices). Model Aggregation: A central server collects and averages model updates to improve the global model. Privacy-Preserving: Minimizes risk of exposing personal or sensitive data. Communication Efficiency: Reduces the need for large-scale raw data transfer. Edge AI Integration: Often paired with edge computing for real-time AI. How Federated Learning Works [...]

What is Federated Learning?Ace Kenneth Batacandulo2025-08-26T16:51:20+00:00

What are Clustering Algorithms in Machine Learning?
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What are Clustering Algorithms in Machine Learning?

Ace Kenneth Batacandulo2025-08-25T06:43:36+00:00

Clustering is an unsupervised learning technique that groups similar data points without predefined labels. It helps discover hidden patterns, segment data, and reduce dimensionality in datasets. Key Concepts Clustering: Grouping data points based on similarity or distance metrics. Unsupervised Learning: No labeled data; the model identifies structure independently. Distance Metrics: Commonly used metrics include Euclidean, Manhattan, and Cosine similarity. Popular Clustering Algorithms 1. K-Means Clustering Divides data into K clusters by minimizing the variance within each cluster. Fast, easy to implement, and works well with large datasets. It requires predefining K and is sensitive to outliers. Customer segmentation, image compression. [...]

What are Clustering Algorithms in Machine Learning?Ace Kenneth Batacandulo2025-08-25T06:43:36+00:00

Agentic AI: Transforming Workflows and Careers in the Autonomous Era
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Agentic AI: Transforming Workflows and Careers in the Autonomous Era

Justin Corral2025-08-29T02:33:55+00:00

In today’s rapidly evolving world, artificial intelligence (AI) is more than just a tool. Agentic AI, in particular, is radically transforming how businesses operate, enabling systems to function with greater autonomy. As a result, these AI systems can handle workflows, make decisions, and learn from experience—all without requiring constant human input. Therefore, businesses can leverage Agentic AI to drive innovation, improve efficiency, and ultimately change how they operate. In this post, we will explore what Agentic AI is, how it works, and why it is crucial for the future of work. What is Agentic AI? This refers to artificial intelligence [...]

Agentic AI: Transforming Workflows and Careers in the Autonomous EraJustin Corral2025-08-29T02:33:55+00:00

Meta’s Superintelligence Initiative: A Bold Leap Into the Future of AI
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Meta’s Superintelligence Initiative: A Bold Leap Into the Future of AI

Justin Corral2025-08-15T17:39:36+00:00

In the rapidly advancing world of artificial intelligence (AI), few companies are making as bold a move as Meta Platforms. Under Mark Zuckerberg's leadership, Meta has unveiled an ambitious project: Meta Superintelligence Labs (MSL). With billions of dollars invested, and a hiring spree targeting the brightest minds in AI, Meta is setting itself up to lead the AI revolution. But what exactly does this mean for the future of technology? How will this initiative shape AI development? In this blog, we will explore Meta’s game-changing plans, the key players behind the project, and the potential ramifications for AI and beyond. [...]

Meta’s Superintelligence Initiative: A Bold Leap Into the Future of AIJustin Corral2025-08-15T17:39:36+00:00

Code at the Speed of Thought: The Agentic IDE Revolution
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Code at the Speed of Thought: The Agentic IDE Revolution

Roan Manansala2025-07-26T09:04:27+00:00

We have all experienced the struggle of debugging code that just won't work. It's already 2 AM in the morning and you're pulling out all the stops, searching Stack Overflow for answers, copying and pasting code and hoping for that miracle that it will work. (It feels too real that it hurts to read) Now imagine instead, you simply tell your computer "Hi, this function isn't working the way I want it to. Can you figure it out and fix it?" After a few seconds, ting! It actually does it, edits the codebase that you have and furthermore explains what [...]

Code at the Speed of Thought: The Agentic IDE RevolutionRoan Manansala2025-07-26T09:04:27+00:00

What Is the Difference Between AI, ML, DL, and Generative AI?
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What Is the Difference Between AI, ML, DL, and Generative AI?

Ace Kenneth Batacandulo2025-07-22T17:40:30+00:00

Imagine a world where machines compose music, diagnose diseases, write code, drive cars, and even generate original artwork. That world isn't the future, it's now. Artificial Intelligence (AI) is no longer a buzzword; it's a driving force behind the most significant innovations of our time. But here's the catch: while AI is everywhere, many still confuse its core components: Understanding the differences between these technologies isn't just helpful, it's essential. Whether you're a student, a tech professional, a business leader, or AI-curious, this guide will give you a crystal-clear breakdown of these foundational terms in 2025 and beyond. What is [...]

What Is the Difference Between AI, ML, DL, and Generative AI?Ace Kenneth Batacandulo2025-07-22T17:40:30+00:00

AI-Powered Job Hunting: How Emerging Tools Are Transforming the Way We Apply for Jobs
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AI-Powered Job Hunting: How Emerging Tools Are Transforming the Way We Apply for Jobs

Justin Corral2025-09-03T14:24:13+00:00

Job hunting has always been tough—endless searching, applying, and hoping for a response. However, with the rise of AI, things are changing. Job seekers now have new tools that make the process quicker and smarter. From crafting resumes to finding job matches, AI is helping streamline the application process. It’s no longer just about automating tasks; AI is becoming essential for candidates who want to stand out. What is AI and How is it Evolving So Quickly? Artificial Intelligence (AI) refers to machines designed to perform tasks that usually require human intelligence. These tasks can range from simple pattern recognition [...]

AI-Powered Job Hunting: How Emerging Tools Are Transforming the Way We Apply for JobsJustin Corral2025-09-03T14:24:13+00:00

The Role of Cloud Computing and AI in Revolutionizing the Automotive Industry
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The Role of Cloud Computing and AI in Revolutionizing the Automotive Industry

Justin Corral2025-07-16T16:45:47+00:00

If you love cars and tech, you're in for a treat. Imagine a world where your car doesn’t just get you from point A to point B. Instead, it learns, updates itself, and even fixes problems before you even notice them. Thanks to cloud computing and artificial intelligence (AI), this is now possible. In fact, platforms like AWS for automotive are driving the evolution of smarter, more connected vehicles. The car industry is changing fast. It’s no longer just about faster engines or cooler designs anymore. Instead, thanks to these high-tech tools, vehicles are becoming smarter and more connected. From [...]

The Role of Cloud Computing and AI in Revolutionizing the Automotive IndustryJustin Corral2025-07-16T16:45:47+00:00

Amazon Kiro AI IDE: Spec-Driven Development
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Amazon Kiro AI IDE: Spec-Driven Development

Rafael Miguel2025-07-16T11:04:46+00:00

The world of coding is rapidly evolving with AI. We've seen the rise of vibe coding through chat applications, AI-powered IDEs, and integrated terminals like Amazon Q. Now, a new chapter begins with a smarter, more organized approach: Spec-Development. This innovative methodology comes to life through Amazon Kiro, Amazon's cutting-edge AI IDE built to deliver applications that are genuinely ready for production. Quick Recap of What is Vibe Coding? Vibe coding is an AI-assisted software development approach where you use natural language. prompts to tell an AI what you want and the AI generates the code. Intuitive and Conversational: You [...]

Amazon Kiro AI IDE: Spec-Driven DevelopmentRafael Miguel2025-07-16T11:04:46+00:00

AI/UX: The AI Urgency for User Experience (UX)
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AI/UX: The AI Urgency for User Experience (UX)

Roterfil Borromeo2025-08-02T16:30:28+00:00

Go back in time. Find a designer in 1999. They are masters of their craft. Kings of QuarkXPress, wizards of print, fluent in a language of picas and Pantone chips. They are safe. They are secure. And they are utterly oblivious to the meteor called "the internet" that is about to turn them into a fossil. We are standing in that exact same spot today. We are polishing our component libraries and debating shades of grey, convinced of our own relevance, while a meteor a thousand times bigger and a million times faster hurtles towards us. AI isn’t coming for [...]

AI/UX: The AI Urgency for User Experience (UX)Roterfil Borromeo2025-08-02T16:30:28+00:00