The complementary role of AI
Explore how AI tools enhance human intelligence in HR, boosting productivity and insights while emphasizing the need for human involvement.
The web article discusses the role of AI-based tools in relation to human intelligence. It highlights that while AI has transformed various industries, including HR, it should be viewed as a complementary tool rather than a substitute for human professionals. The article emphasizes that AI can enhance productivity and provide valuable data-driven insights, but it cannot fully replace human involvement. It mentions that organizations are increasingly using AI to streamline operations, improve talent acquisition, enhance employee engagement, and make data-driven HR decisions. However, it also acknowledges the limitations of AI, such as its inability to understand human emotions and provide personalized support. The article concludes that a balanced approach that combines the strengths of AI with human intelligence will lead to more effective HR practices and a harmonious work environment.
The agent-shaped org chart
Every real org has the same topology: principal, role-holder, specialists. Staff AI maps onto it, node for node, and the cost collapse shows up in the deliverables that were always just human-handoff overhead.
AI as staff, not software
Two frames for what AI is doing to work. The tool frame makes tools smarter. The staff frame makes roles unnecessary. Those aren't the same product, the same company, or the same industry.
Knowledge work was never work
Knowledge work was always coordination between humans who couldn't share state directly. The artifacts were never the work. They were the overhead — and AI just made the overhead optional.
The work of being available now
A book on AI, judgment, and staying human at work.
The practice of work in progress
Practical essays on how work actually gets done.
The file I almost made twice
A small operational footgun that runs everywhere — building a parallel system when the one you have is fine.
The actor doesn't get to be the verifier
The worker isn't lying. The worker is reporting what it thought it did, which is always one step removed from what the world actually shows. The fix isn't more self-honesty. The fix is a different pair of eyes.
Shopping is the last mile
Every meal planning app treats cooking as the hard problem and shopping as a logistics detail. They have it backwards. Cooking is mostly solved. Shopping is the last mile.
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