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Why Is AI Alignment So Hard? LLM and Vision Model Risks Explained

2026-04-02T16:48:22+00:00

As we progress in the age of AI, we chase the best, the fastest, and the most accurate model available, especially in the domain of Large Language Models (LLMs) and Vision Language Models (VLMs). We use them across creative and technical tasks, yet rarely stop to consider the consequences of their training, whether in frontier labs or on private machines that refine and distill them. Our focus tends to be twofold. First: can this model help me do X or Y tasks? Second: how fast and how accurately can it do those tasks? Will it actually save time, or should [...]

Why Is AI Alignment So Hard? LLM and Vision Model Risks Explained2026-04-02T16:48:22+00:00

AI Employees: The Next Stage of Human Computer Interaction

2026-04-02T16:30:29+00:00

For decades, computers behaved like obedient machines. You gave commands, they executed them. Nothing more. If the command was wrong, the computer still executed it. Then came intelligent assistants powered by modern Artificial Intelligence (primarily LLMs) capable of answering questions, generating code, and summarizing information. But something new is emerging. Software is no longer just assisting humans. In many workflows, it is starting to work alongside them. This is the beginning of what we call AI Employees. What Is an AI Employee? Before going further, it's useful to define the concept. An AI Employee is a software agent that: Runs [...]

AI Employees: The Next Stage of Human Computer Interaction2026-04-02T16:30:29+00:00

Prompt Injection Attack in AI Chatbots (OWASP LLM Top 10): What It Is, How It Works, and a Simple Lab

2026-04-02T16:49:31+00:00

AI chatbots today aren’t just for casual conversations. Many assistants can summarize documents, read webpages, search company knowledge bases, and even do tasks like creating tickets or drafting emails. This makes work faster and easier, but it also introduces new security risks. What is Prompt Injection? Prompt injection is when someone adds text that tricks an AI chatbot into treating untrusted content as instructions. Prompt injection is one of the biggest risks in AI chatbots and is listed as LLM01 in the OWASP Top 10 for LLM Applications. In normal chatbots, you expect the bot to follow the rules it [...]

Prompt Injection Attack in AI Chatbots (OWASP LLM Top 10): What It Is, How It Works, and a Simple Lab2026-04-02T16:49:31+00:00

What Google Stitch Actually Does (And Where It Falls Short)

2026-04-04T19:56:18+00:00

If you've tried Lovable, v0, or Bolt.new, you already know the pattern: describe what you want, get a working app back. Now there's a new tool in that same space — Google Stitch. Google Stitch is different. It's an AI tool built specifically for UI design, not app generation. It focuses on what your product looks like, how the screens connect, and how users move through them. It also exports to Figma with the layer structure intact, which is the part I actually care about. I do a lot of Figma work, and there are times when I sit down [...]

What Google Stitch Actually Does (And Where It Falls Short)2026-04-04T19:56:18+00:00

CCA-F Claude Certified Architect Foundations Study Guide

2026-03-27T10:01:13+00:00

Bookmarks CCA-F Exam Domains CCA-F Study Materials Anthropic Services to Focus On Key Exam Topics by Domain Important Skills Validate Your Readiness Final Remarks The Claude Certified Architect – Foundations (CCA-F) certification validates that professionals have the foundational knowledge required to design and implement production-grade AI solutions using Claude. This exam assesses expertise in core technologies like Claude Code, the Claude Agent SDK, the Claude API, and the Model Context Protocol (MCP), which are essential for building AI-powered applications and systems. This exam tests practical skills in real-world scenarios, including [...]

CCA-F Claude Certified Architect Foundations Study Guide2026-03-27T10:01:13+00:00

From Headshots to Hackathon-Ready: How AI Saved My Design in 2 Minutes

2026-03-26T20:33:03+00:00

You only have four hours left to create an eye-catching social media post introducing the judges of your upcoming hackathon and all you have are inconsistent headshot images. This is not just another graphic. You are designing a visual that represents respected professionals–people whose credibility reflects directly on your event. But working with mismatched headshots (different angles, lighting, crops, and backgrounds) makes it nearly impossible to achieve a cohesive design. And it’s already 1 AM. Reaching out to them for new photos isn’t an option. So what do you do? When Time, Quality, and Expectations Collide If you’ve worked in event marketing [...]

From Headshots to Hackathon-Ready: How AI Saved My Design in 2 Minutes2026-03-26T20:33:03+00:00

Voice AI Hackathon Manila 2026

2026-03-28T14:13:27+00:00

You've won an opportunity at the Innovation Cup 2025 hackathon competition to represent Agora Philippines as an ambassador, along with your teammates. Now that you’ve become an Agora Ambassador–what comes next? In frame: Ashley Nicole Santos, Kendrick Zamudio, Christine May Ponciano, and Dearah Mae Barsolasco You build something impactful. You host a hackathon. Together with AWS Cloud Club Philippines, the Agora Philippines Ambassadors successfully launched the Voice AI Hackathon Manila 2026, a high-energy, one-day innovation sprint held on March 16, 2026, at the AWS Office in Bonifacio Global City. The event gathered 27 competitive teams composed of developers, [...]

Voice AI Hackathon Manila 20262026-03-28T14:13:27+00:00

AI Influencers: How Generative AI Is Quietly Taking Over Affiliate Marketing

2026-03-28T07:36:14+00:00

I was casually scrolling through TikTok and Shopee the other night when something caught my eye. A woman appeared on screen holding a product. She smiled, explained why it was amazing, and made it look effortless. Perfect lighting, flawless background, delivery smoother than butter. I shrugged. Normal influencer video, right? Then another video popped up. Different product. Different “influencer.” But wait… the vibe felt eerily familiar. The gestures, the expressions, the way she spoke—it was too perfect. And then it hit me: some of these presenters might not even be real people. Yep. AI-generated models are stepping into affiliate marketing. [...]

AI Influencers: How Generative AI Is Quietly Taking Over Affiliate Marketing2026-03-28T07:36:14+00:00

Claude Code: The Web Design Workflow That Actually Works

2026-02-25T15:53:18+00:00

I’ve tried no-code builders like Bolt.new, Lovable, and v0. They’re all good, and they all share the same problem: spend enough time with them, and you start recognizing the output. Same card layouts, same hero sections, same vibe that says “an AI made this.” Claude Code is the first tool that actually broke that pattern for me, partly because of how it’s built and partly because of where it lives. It doesn’t pull you into its own environment. It just shows up in your IDE and works with what you already have. That alone made me want to document how [...]

Claude Code: The Web Design Workflow That Actually Works2026-02-25T15:53:18+00:00

Don’t Install OpenClaw! (Unless You Read This First)

2026-02-23T11:27:42+00:00

If you have been on Twitter, TikTok, or GitHub recently, you have probably seen the hype. Clawdbot (now rebranded as OpenClaw) promises something bold: a self-hosted AI employee that runs on your Mac Mini, has terminal access, and takes instructions through messaging platforms like Telegram. It sounds powerful. It is powerful. However, you should not install it blindly. Before you run npm install -g openclaw, you need to understand what you are actually deploying. By default, OpenClaw operates with deep system-level access. In other words, installing it without safeguards is the cybersecurity equivalent of handing a stranger your unlocked laptop [...]

Don’t Install OpenClaw! (Unless You Read This First)2026-02-23T11:27:42+00:00

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