AI & Automation
Practical AI applications, automation trends, and machine learning relevant to Algeria.
AI & Automation
AI and Mental Health: Therapy Chatbots, Crisis Intervention, and the Ethics of Automated Care
The Treatment Gap That AI Promises to Fill The global mental health crisis is defined by a single, overwhelming statistic:...
AI & Automation
AI in Music and Creative Arts: Suno, Udio, and the $200 Billion Question of Who Owns Creativity
The Machines Can Create Now In January 2024, Suno released a text-to-music model that could generate a complete, radio-ready song...
AI & Automation
AI in Legal Tech: Contract Review, Legal Research, and the Automation of a $1 Trillion Industry
The $1 Trillion Industry Meets AI The global legal services market exceeds $1 trillion in annual revenue — approximately $1.03...
AI & Automation
AI and Climate Tech: Using Machine Learning to Fight the Climate Crisis
The Planet’s Most Complex Optimization Problem Climate change is, at its core, an optimization problem of staggering complexity: billions of...
AI & Automation
AI in Finance: Algorithmic Trading, Fraud Detection, and the Regulator’s Dilemma
Wall Street’s Quiet Revolution The financial industry does not talk about AI the way Silicon Valley does — no flashy...
AI & Automation
AI in Education: Personalized Learning and the End of the Classroom as We Know It
The Classroom Was Built for the Average Student — AI Is Built for Each One For over a century, formal...
AI & Automation
Small Language Models: The Case for Running AI on Your Laptop
The Bigger-Is-Better Era Is Over For three years, the AI industry has been locked in a parameter arms race. GPT-4...
AI & Automation
AI Hallucinations: Why Language Models Still Lie and What Is Being Done About It
The Confidence of the Confidently Wrong In spring 2023, a New York lawyer submitted a legal brief containing six case...
AI & Automation
The LLM Benchmark War: Why AI Leaderboards Are Broken and What Actually Matters
The Number That Launched a Thousand Press Releases When a new large language model launches in 2026, the announcement follows...
AI & Automation
AI’s Energy Crisis: The Trillion-Dollar Power Problem Behind the AI Boom
The Power Problem Is Here The AI revolution runs on electricity, and electricity is running short. Training a single frontier...
AI & Automation
AI Coding: How Artificial Intelligence Is Rewriting Software Development
Introduction Software development is being reinvented faster than most developers realize. In 2022, AI coding assistants were novelty tools —...
