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Bedor: Human attention demands human effort

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Bedor: Human attention demands human effort
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// 2h agoNEWS

Bedor: Human attention demands human effort

Tom Bedor argues that forwarding raw, unvetted AI-generated outputs to colleagues is inconsiderate because it shifts the cognitive burden to the recipient. To combat this fatigue, he proposes that requesting human attention must be earned through demonstrated human effort, advising teams to label and annotate shared AI content.

// ANALYSIS

Forwarding raw AI outputs is the new "let me google that for you" (lmgtfy)—a lazy shortcut that offloads the cognitive burden of synthesis onto the recipient and rapidly consumes scarce human attention. Because generative AI makes content creation practically free, the cost and fatigue of reading for human team members increases dramatically. Sending raw AI text signals to a colleague that their time is less valuable than the sender's, undermining trust and collaboration. For AI tools to remain useful, they must augment human thought rather than substitute for it, making labeling and personal annotation essential.

// TAGS
ai-etiquettecollaborationsoftware-engineeringproductivitycommunication

DISCOVERED

2h ago

2026-06-12

PUBLISHED

4h ago

2026-06-11

RELEVANCE

7/ 10

AUTHOR

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