Blog
Articles and notes. Cross-posts from Medium are labeled.
- 43 min read
Human Capability as an Optimisation Objective for Intelligent Systems
AI has always been optimised for machine performance: accuracy, reward, engagement, preference alignment. This paper argues that's no longer enough, and proposes Capability-Oriented AI (COAI), a framework that treats long-term human capability as an explicit optimisation objective alongside conventional performance metrics.
- 59 min read
The Great Human Shift
Contemporary digital technologies are best understood not as isolated tools but as components of a broader environmental transition: the emergence of adaptive digital environments that sense behaviour, personalise experience, and increasingly participate in cognition itself.
- 19 min readMedium
You Shipped the Website. Now Can AI Find It?
From Vibe Coding to AI-Ready Architecture What Software Engineers Must Know in 2026 Photo by Bernd 📷 Dittrich on Unsplash So you’ve shipped the website. The client is happy. The design looks great on mobile, Lighthou…
- 4 min readMedium
SEO, Digital Marketing, and the Shift to AI Optimisation
I was taking a retrospective of how SEO and digital marketing have evolved over time — from the days when it was difficult to get anything in front of customers, to this era where products and services are literally a…
- 8 min readMedium
Unpacking the Engine Driving Modern LLMs (And Why Your Prompts Are Crucial)
The AI landscape is buzzing, and at the heart of this revolution are Large Language Models (LLMs). If you’ve ever wondered how these marvels conjure human-like text, understand your queries, and even generate creative…
- 4 min readMedium
The Dual Edge of AI: Reshaping Junior Developer Roles and Corporate Software Strategy
Embracing the Shift: A Ground-Level Perspective In the past couple of months, there’s been a lot of talk about “embracing AI” to do everything. It’s created two clear categories among early-career software engineers:…
- 7 min readMedium
AI Agent Buzzwords: A Comprehensive Guide (Layman’s Edition)
AI agents are becoming the digital co-workers of the future. Whether they’re booking travel, writing code, or helping you run your business, AI agents are revolutionising how we work. But with this new wave comes a fl…
- 4 min readMedium
When AI Is All Hype: Exposing the Scams Behind Fake Tech Buzz — AI Washing
When AI Is All Hype: Exposing the Scams Behind Fake Tech Buzz — AI Washing You can learn more about the broader phenomenon of AI washing on the Wikipedia AI Washing page Photo by Andrea De Santis on Unsplash In today’…
- 14 min readMedium
AI and the New Era of Software Engineering
“Software is eating the world,” as Jeff Bezos famously put it, capturing how software has infiltrated every industry. Now, artificial intelligence is reshaping how that software is built — and changing the narrative a…
- 1 min readMedium
Navigating the Digital Age: Safeguarding Our Children’s Virtual Footprint
<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://nazehs.medium.com/navigating-the-digital-age-safeguarding-our-childrens-virtual-footprint-50576e79beab?source=rss-d1cd87847b73------2"><img s…
- 3 min readMedium
Trendy Tech Talk 101: Decoding Ethics, Privacy, and Security in the Age of Artificial Intelligence
I was prompted to share my thoughts on this topic after viewing a video on LinkedIn that depicted the power of AI and its use of content gathered from social media. In the era of rapid technological advancement, artif…
- 3 min readMedium
Deep Dive: Real-life Applications and Intricacies of ML & AI
Machine Learning (ML) and Artificial Intelligence (AI) have become ubiquitous, shaping sectors ranging from healthcare to finance. The transformative influence of these technologies isn’t just in the overt changes we…