Reward the Contribution, Not the Expert

A game theory model examines how collective intelligence can arise when each individual observes only one part of a complex environment.
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A game theory model examines how collective intelligence can arise when each individual observes only one part of a complex environment.
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Kagoshima University researchers identified methyl benzoate as an airborne plant-defence signal whose release rises around dusk. Plants receiving the compound activate defence-related genes through NPR1, a central regulator of plant immunity, using a response pattern distinct from the better-known signal methyl salicylate.
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To Which Quorum Should a Bacterium Listen? In the first article on microbial communication, we saw how bacteria release chemical signals that accumulate as a population grows.
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This is a part one of a four part series of emergent microbial communication. “Quorum sensing”, “quorum quenching”. Cool words, what are we talking about here?
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Researchers analysing 1,245 natural vocal interactions found that wild common marmosets use flexible turn-taking, matched call-response sequences, brief pauses, and very little overlap across both within-group and intergroup exchanges.
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Long before the dawn of modern parenting, animals laid eggs and moved on, leaving their progeny to fend for themselves. Now, a study published in Nature uncovers one of the elegant ways that evolution transformed neglect into nurture.
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This paper proposes “Embodied Collective Intelligence,” where robot teams share world memory, task progress, and skill experience without becoming a centralized super-agent.
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This funding call frames AI safety as a population-level problem involving collusion, cascading failures, emergent communication, and collective capabilities. This closes 9-August-2026.
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“Agentic AIs are a feral technology… they are projected to become a wild, self-sustaining, population.” Co-organised with Morgan Stanley, this upcoming Santa Fe Institute gathering takes place 15-Sept-2026 in NYC.
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A June workshop dedicated specifically to distributed collective intelligence, including bio-inspired approaches, decentralized trust systems, artificial life concepts, and collective behavior in smart systems.
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