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Before and after intelligent systems: How Family Conflict Resolution changed—and what we may have lost

A past-to-present discussion on family conflict resolution in Family, Parenting & Child Development, tracing the move from extended-family guidance, handwritten records and parenting through direct observation to smart monitoring, adaptive learning tools and algorithmic parenting advice and asking which gains, losses and lessons should shape the next stage.
0 replies0 participants36 viewsActive

What the pre-AI era can still teach us about Livestock

A past-to-present discussion on livestock in Agriculture, Farming & Agribusiness, tracing the move from indigenous knowledge, seasonal experience and manual field observation to precision agriculture, drones, sensors and predictive market information and asking which gains, losses and lessons should shape the next stage.
0 replies0 participants33 viewsActive

From human experience to machine guidance: The changing story of Computers

A past-to-present discussion on computers in Technology, Software & Digital Innovation, tracing the move from hand-coded systems, standalone software and long development cycles to coding copilots, automated testing and systems assembled through natural-language instructions and asking which gains, losses and lessons should shape the next stage.
0 replies0 participants29 viewsActive

Past lessons, new tools: Rebuilding Fact Checking for the AI era

A past-to-present discussion on fact checking in News, Current Affairs & Public Discussions, tracing the move from print deadlines, field reporting and editorial gatekeeping to real-time feeds, automated summaries and rapidly generated synthetic content and asking which gains, losses and lessons should shape the next stage.
0 replies0 participants38 viewsActive