AI removes the constraints that gave teaching its shape—one teacher, thirty students, limited time. But lifting constraints doesn’t make the work easier. It makes it different. Teachers trained for a bounded classroom now face an unbounded role that requires judgment, discernment, and presence in ways we haven’t yet mapped. read more >
Throughout history, some jobs get moral protection while others are just casualties of progress. The pattern reveals that job protection isn’t about the work itself—it’s about class, power, and who gets to write the story. read more >
Writing began as bureaucracy and remains system-interface work. The panic over AI-generated text isn’t about protecting human creativity—it’s about a professional class defending its monopoly on the written word. read more >
Explore the urgent education crisis as millions face career shifts. Discover why transforming our education system is vital for future workforce success. read more >
Transform your personal knowledge management with AI integration. Discover how to connect Trilium Notes to Claude Desktop for seamless information access. read more >
Simplify your container networking with Docker Tailscale sidecar patterns, eliminating complexity and enhancing security for your self-hosted projects. read more >
Transform professional and continuing education with AI-driven coaching, offering personalized support, accountability, and skill mastery at scale. read more >
Unlock the future of education with AI-driven tools that enable hyperpersonalized learning, transforming content creation and course customization for every… read more >
Discover how philosophical insight can transform branding by revealing a company’s true identity, guiding coherent marketing strategies and authentic… read more >
