AI & Automation
Practical AI applications, automation trends, and machine learning relevant to Algeria.
AI & Automation
LLM Evals: Why Testing AI Became the Hottest Skill in Tech
Companies ship AI products that fail silently because they cannot measure quality. LLM evals have become the critical bottleneck -- and the career opportunity.
AI & Automation
MCP: How the Model Context Protocol Is Becoming the USB-C of AI Integration
Anthropic's Model Context Protocol is becoming the universal standard for connecting AI agents to external tools and data. Here is why MCP matters in 2026.
AI & Automation
TinyAya: Multilingual AI for the Other 7 Billion
Cohere's TinyAya packs 70+ languages into 3.35B parameters that run on a phone. How small multilingual models are closing the AI language divide.
AI & Automation
Self-Evolving AI Agents: The Group Intelligence Breakthrough
UC Santa Barbara's Group-Evolving Agents hit 71% on SWE-bench by sharing experiences and modifying their own code. A new paradigm for agentic AI.
AI & Automation
TSMC’s $56 Billion AI Bet: Why One Company Controls All Chips
TSMC plans record $52-56B in 2026 capex, with 70-80% for AI chips. Inside the geopolitics of foundry concentration and Arizona's $165B expansion.
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?
