AI & Automation
Practical AI applications, automation trends, and machine learning relevant to Algeria.
AI & Automation
Mistral Buys Koyeb: European AI Labs Go Full-Stack
Mistral AI acquired Paris-based Koyeb to accelerate Mistral Compute. How vertical integration is reshaping the European AI infrastructure race.
AI & Automation
Latam-GPT: How Chile Built Latin America’s First Sovereign AI Model
Chile's CENIA launched Latam-GPT, a Llama 3.1-based open model trained on 300B+ tokens of Latin American data for $550K. What it means for the Global South.
AI & Automation
Self-Driving Robot Labs: When AI Runs the Experiments
GPT-5 and Ginkgo Bioworks autonomously ran 36,000 protein synthesis experiments, cutting costs 40%. How AI-driven labs are reshaping science.
AI & Automation
Multi-Model Consensus: Why the Future of AI Isn’t a Single Oracle
Perplexity's Model Council queries Claude, GPT, and Gemini simultaneously for consensus answers. Why multi-model AI beats relying on a single system.
AI & Automation
OpenAI’s $110 Billion Mega-Round: When AI Funding Becomes Sovereign-Scale Infrastructure
OpenAI closed the largest private funding round ever at $110B, valued at $730B. What the Amazon, Nvidia, SoftBank mega-round means for AI competition.
AI & Automation
Block Layoffs: 4,000 Jobs Cut in AI-Driven Restructuring
Jack Dorsey's Block slashed 4,000 jobs — nearly half its workforce — citing AI tools. Stock surged 24%. Is this the template for AI-native companies?
AI & Automation
Model Distillation Wars: How Chinese Labs Industrialized the Extraction of Western AI
Anthropic accused DeepSeek, MiniMax, and Moonshot AI of using 24,000 fake accounts and 16 million queries to extract Claude's capabilities at industrial scale.
AI & Automation
From Vibe Coding to Agentic Engineering: How AI Is Reshaping Software Development
The term "vibe coding" was popularized by AI researcher Andrej Karpathy in 2025 to describe a programming style where developers describe intent in natural language and let AI generate executable code. The phrase quickly entered mainstream discourse and was later named Word of
AI & Automation
Perplexity Computer: The Rise of Agentic AI Workspaces
Perplexity AI has expanded beyond AI-powered search with the launch of Perplexity Computer, a product positioned as a more autonomous AI workspace capable of handling multi-step tasks rather than single prompt responses. The product reflects a broader industry shift toward
AI & Automation
NotebookLM: How It’s Helping People Learn to Code – And Why It Matters
In 2026, a growing number of learners report using Google's NotebookLM as a structured companion for learning programming. Rather than acting as a generic chatbot, NotebookLM works as a source-grounded AI notebook, helping users organize their own materials and ask contextual
AI & Automation
Mixture of Experts: How MoE Architecture Is Making Frontier AI Affordable
GPT-4 is estimated to have around 1.8 trillion parameters. On any single token — one word, one punctuation mark — the vast majority of those parameters sit completely idle, doing nothing.
