AI Slop: The Hidden Cost of Poor Integration
This article argues that “job crafting” prevents AI slop. I’d flip that completely.
Job crafting doesn’t prevent slop. Clear integration strategy does.
When you tell people to “craft their own roles around AI,” you’re admitting you haven’t done the work of understanding what AI should actually do in your organization. You’re outsourcing strategy to individual workers who lack the context, authority, or time to make those decisions well.
The result isn’t empowerment. It’s chaos with a progressive label.
AI slop comes from unclear purpose, not insufficient crafting. Fix the strategy first. Then let people adapt within that clarity.
Featured writing
When your brilliant idea meets organizational reality: a survival guide
Transform your brilliant tech ideas into reality by navigating organizational challenges and overcoming hidden resistance with this essential survival guide.
Server-Side Dashboard Architecture: Why Moving Data Fetching Off the Browser Changes Everything
How choosing server-side rendering solved security, CORS, and credential management problems I didn't know I had.
AI as Coach: Transforming Professional and Continuing Education
Transform professional and continuing education with AI-driven coaching, offering personalized support, accountability, and skill mastery at scale.
Books
The Work of Being (in progress)
A book on AI, judgment, and staying human at work.
The Practice of Work (in progress)
Practical essays on how work actually gets done.
Recent writing
When teaching stops being bounded
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.
Why your job matters more than mine: the selective morality of job loss
This article reveals the uncomfortable pattern behind which jobs get moral protection and which get called 'market forces'—and what that means for everyone outside the creative class.
AI in writing: the end of a professional monopoly
This article reframes the AI writing debate: the panic isn't about creativity—it's about a professional class losing control of the systems they've gatekept for a century.
Notes and related thinking
Influence in the AI Era: Why Human Skills Still Matter
Discover why empathy and leadership are essential in the AI era, enhancing jobs and ensuring a human-centered future in a tech-driven world.
Article analysis: Wharton professor Ethan Mollick says companies must make organizational changes if they want to benefit from AI
Transform your organization to unlock AI's full potential, as Wharton professor Ethan Mollick highlights essential changes for effective implementation.
Article analysis: Unlocking autonomous agent capabilities with Microsoft Copilot Studio
Unlock the potential of autonomous agents with Microsoft Copilot Studio, enhancing efficiency and innovation for businesses in the AI-driven landscape.