Pablo Kvitca
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Welcome to the Blog

What this blog is about, what I'll be writing, how I think about AI and safety, and my policy on using AI as a writing tool.

Ai SafetyAi AgentsMachine LearningWeb DevelopmentEnglishSpanish

Why This Blog Exists

I wanted a place to write about the things I spend most of my time thinking about: artificial intelligence, the technology around it, and how it intersects with everyday life. This is a personal blog, not a company publication or an academic journal. Everything here is a hobby project, written on my own time, about things I find genuinely interesting.

I’ve been building software for a long time, and more recently I’ve been deep in the world of AI and machine learning, both professionally and personally. This blog is where I’ll put my thoughts down in a more permanent form than a conversation or a social media post.

What I’ll Write About

The topics will vary, but they’ll generally fall into a few areas:

AI and Machine Learning

I’ll write about AI from multiple angles. Sometimes that means the technical, low-level machine learning perspective: how models work, training dynamics, architectures, and the math underneath. Other times it’ll be more about the application layer: how AI systems are being used, what works, what doesn’t, and what’s changing.

AI Agents

AI agents are a particular interest of mine. How they’re built, how they reason, where they succeed and where they fail, and how they’re being applied across different fields. I expect this to be a recurring topic as the space evolves quickly and there’s a lot to unpack.

AI Safety and Alignment

This one deserves its own section because it’s not just a topic I’ll cover. It’s a lens through which I think about everything else. AI safety and alignment inform how I evaluate new systems, how I think about deployment, and what I consider responsible use. You’ll find this perspective woven throughout the blog, not just in posts explicitly labeled as being about safety. When I write about a new model, a new agent framework, or a personal experiment, I’ll be thinking about the safety implications alongside the technical ones.

Technology and Software

Not everything will be about AI. I’ll also write about technology more broadly: tools I’m using, patterns I like, things I’ve learned about building software. Web development, developer tooling, infrastructure, and whatever else catches my attention.

Personal Projects and Logs

A good chunk of the writing here will be about my own experiments. I use AI tools constantly in my personal life and for hobby projects, and I want to document how that goes: what works, what’s surprising, what breaks. These are not production systems or startup ideas. They’re personal projects, done for fun and learning.

English and Spanish

I’ll be writing posts in both English and Spanish. Some posts may be published in both languages, others in just one. I’m a native Spanish speaker and I want this blog to be accessible to both audiences. I also think there should be more non-English content about AI safety, and I’d like to contribute to that.

My AI Policy

I want to be upfront about this: I use AI tools in my writing process. AI helps me edit, restructure, and sometimes draft sections of what you’ll read here. I think this is a reasonable and honest way to work, and I don’t see a reason to hide it.

That said, I have a few principles:

  • I don’t blindly publish AI output. Everything goes through my own review, editing, and judgment. The ideas, opinions, and decisions about what to write are mine.
  • I won’t misrepresent AI-generated content as purely my own writing where the distinction matters. If a piece is substantially shaped by AI, I’ll be transparent about that.
  • I use AI as a tool, not a replacement for thinking. The point of writing is to clarify and share ideas. If I’m not engaging with the material myself, what’s the point?

This policy might evolve as the tools and norms around AI-assisted writing change. I’ll update it if it does.

About This Website

This site is over-engineered and I’m fine with that. It’s a playground for trying new web technologies: frameworks, standards, dev tooling, analytics, you name it.

The first version was built on Angular Angularand Contentful Contentful. Then it got simplified to a GitHub readme for a while, and after that it lived on Squarespace Squarespace. Now it’s written with Astro Astrousing Islands Architecture, with pure-git content in MDX MDX, and some planned interactive components (probably in React Reactor Vue Vue.js). It’s deployed through Cloudflare Cloudflareand Terraform Terraform, protected with Arcjet Arcjet(just for fun, really), and using PostHog PostHogfor analytics.

You can learn more about the project here, or on its GitHub repo.

What This Blog Is Not

This isn’t professional advice, and it doesn’t represent any employer or organization. This is mostly personal opinions on tech, nothing more, nothing less. A hobby project where I write about the things I’m curious about. Take it as one person’s perspective, informed by experience but always open to being wrong.

If any of this sounds interesting, stick around. There’s more coming.