Collective intelligence

Collective intelligence - Wikipedia Category:Collective intelligence - Wikipedia

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ChatGPT Gemini Copilot Claude Perplexity DeepSeek Grok Qwen Studio

Citizen science Knowledge sharing Crowdsourcing

A subreddit turned into a flash mob of capital during the GameStop squeeze Open-source volunteers built the internet's infrastructure for free and the incentive question still has no clean answer Is a corporate open-source contribution a donated asset or a recruitment ad Wikipedia runs on millions of volunteer editors and no editor-in-chief yet beats most encyclopedias Stack Overflow accumulated two decades of answers and a chatbot emptied the queue in two years Galton's ox: 787 fairgoers averaged closer to the true weight than any single expert in 1907 A committee beats its smartest member only if members commit to independent guesses first Wisdom of crowds works until the crowd starts reading itself — independence is the fragile ingredient Prediction markets outperform pundits until herding kicks in and everyone echoes everyone The diversity trumps ability theorem: a crowd of moderate solvers can beat a room of experts

Artificial intelligence Emotional intelligence Intellectual capital Traditional knowledge Group decision-making Learning Technology Geography Science Knowledge