Tag

Knowledge Graph

All articles tagged with #knowledge graph

Humans in the loop: why AI needs expert judgment at work
technology8 days ago

Humans in the loop: why AI needs expert judgment at work

A Smartsheet survey shows workers across generations fear AI’s missteps more than job loss, underscoring that decades of tacit knowledge and professional judgment are at risk as experienced professionals retire. Experts say AI should augment human decision-making, not replace it, and success depends on training AI with context, building knowledge graphs, and continuous human oversight. Without structured knowledge transfer, organizations risk losing both veteran expertise and the ability to guide AI, risking a deployment trap where tools appear confident but are wrong.

AI Needs a Human in the Loop to Preserve Workplace Expertise
technology10 days ago

AI Needs a Human in the Loop to Preserve Workplace Expertise

The piece argues that AI's biggest risk isn't replacement but the erosion of institutional know-how as experienced professionals retire; a Smartsheet survey shows workers fear AI could lead to poor decisions rather than being replaced, underscoring the need for humans to train, supervise, and refine AI—building knowledge graphs and infrastructure that couple people with data to enable Intelligent Work Management and avoid the deployment trap.

Humans Are the Real AI Teachers in the Modern Workplace
business11 days ago

Humans Are the Real AI Teachers in the Modern Workplace

AI is reshaping work, but the real risk is losing seasoned judgment as experienced professionals retire. A Smartsheet global survey shows across Gen X, Millennials, and Gen Z, many fear AI could replace them in five years, with Gen X feeling the need to rapidly acquire AI skills to stay relevant. The article argues true productivity comes from humans teaching and debugging AI—building knowledge graphs, governance, and feedback loops so AI handles routine tasks while people tackle context-rich decisions—to avoid the deployment trap where AI works poorly without human input.