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 >
This article gets it half right. AI isn’t deskilling workers. It’s revealing how many of us were already deskilled—trained to follow scripts, fill templates, and optimize compliance instead of thinking. The real threat isn’t the tool. It’s that we built work systems that never required judgment in the first place. We turned people into process executors, then act surprised when a machine does it better. If your job can be automated by today’s AI, the problem isn’t the technology. It’s that the work was already mechanical. We just called it a career. The question isn’t whether AI deskills us. It’s whether we’ll use this moment to reclaim the capacities we let atrophy. read more >
The claim that 100 million white-collar jobs may become obsolete due to AI is an alarm bell, not just for employment, but for how we perceive work itself. This article argues that the commoditization of analytical skills by AI is shifting value to technology-driven implementation. But here’s the crux: AI exposes the hollowing of human judgment, not just job roles. It’s a wake-up call for leaders to redefine value beyond process and output. Are we ready to reclaim the irreplaceably human aspects of work, like discernment and responsibility, that AI can’t replicate? read more >
Prevent AI slop by prioritizing clear integration strategies over individual job crafting. Empower your team with purpose and direction for effective AI use. read more >
Discover why empathy and leadership are essential in the AI era, enhancing jobs and ensuring a human-centered future in a tech-driven world. 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 >
Explore how fully automated firms will revolutionize business operations with AI, optimizing talent and decision-making for unprecedented growth. read more >
Explore the ethical challenges of generative AI, from data acquisition to environmental impact, and why true ethical solutions remain elusive. read more >
