About Words & Weights
Words & Weights is a blog about artificial intelligence, large language models, cybersecurity, technology, and the ideas shaped by working with them.
The site is written by a PhD in AI and Cybersecurity with expertise in large language models and intelligent systems. It combines technical analysis with practical experience, research-informed perspectives, and personal reflections on how technology is built, secured, deployed, and used.
What you’ll find here
Words & Weights explores:
- Large language models and LLM engineering
- AI systems, agents, and emerging capabilities
- AI security, cybersecurity, and privacy
- Machine learning tools, infrastructure, and development
- Technology trends and their practical consequences
- Lessons learned from real projects and experiments
- Personal thoughts on work, creativity, learning, and technology
Some articles will explain complex technical topics. Others will examine the security, social, and human implications of increasingly capable AI systems. The goal is not to follow hype, but to understand what is actually happening, what works in practice, and what deserves closer examination.
Why “Words & Weights”?
The name reflects two fundamental parts of modern AI.
Words represent language, communication, knowledge, and the human ideas that AI systems process and produce.
Weights represent the learned parameters inside machine-learning models—the mathematical structures that allow neural networks to identify patterns and generate useful outputs.
Together, they capture the connection between abstract ideas and the technical systems that transform them into working intelligence.
An independent perspective
Words & Weights is an independent space for thoughtful writing about AI and technology. Articles may be technical, exploratory, critical, or personal, but they aim to be clear, honest, and grounded in evidence and experience.
Artificial intelligence is developing quickly, and understanding it requires more than following announcements or repeating popular opinions. It requires experimentation, skepticism, technical depth, and a willingness to consider both the possibilities and the risks.
That is the perspective this site aims to provide.