AI productivity
Skills & Careers
Coordination Overhead: Why AI Is Giving Your Best People an Exit Option
AI gives top performers a viable exit from meeting-heavy organizations. Solo founders build $80M companies. Here is what leaders must fix now.
Skills & Careers
Multi-Model Fluency: The Career Skill of Knowing Which AI to Use When
Multi-model fluency means knowing which AI excels at what. Learn how to match Claude, ChatGPT, and Gemini to the right tasks for a career edge.
Skills & Careers
Taste and Conviction: The Two Meta-Skills That Define AI-Age Careers
AI handles execution, but taste and conviction are the compounding meta-skills that separate top performers. The feedback loop framework for AI-age careers.
Skills & Careers
Context Rot: Why Managing Your AI’s Memory Is the Most Important Skill in 2026
AI tools degrade as context windows fill up. Context rot — not prompting — is the top reason AI projects stall. Learn the traffic light system to manage it.
AI & Automation
Jevons Paradox and AI: Why Cheaper Intelligence Creates More Jobs, Not Fewer
Algerian companies should resist framing AI purely as a cost-reduction tool. The bigger opportunity lies in using AI to tackle previously unviable markets — especially in sectors where Algeria has deep specialized expertise.
AI & Automation
The Rise of AI Agents: How Autonomous Software Is Changing Work
AI agents can plan tasks, use tools, and automate entire workflows. Here is how autonomous software is reshaping productivity and what it means for the
AI & Automation
The Token Is the New Unit of Work: How 3 Engineers Outproduce 10
Introduction For sixty years, the fundamental unit of work in software development was the instruction. A human wrote code.
