How Might Understanding Collective Intelligence Improve Regenerative Medicine

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• How Should Society Balance Innovation In Regenerative Medicinequestion0.783
• The collective intelligence of tissues is sophisticated enough to be trainable via reinforcement learning for specific morphological outcomes.hypothesis0.778
  Ongoing test prediction: tissues can associate stimuli with rewards to modify anatomy.
• Harnessing the native capability of collective intelligence in the service of biomedicine or bioengineering will require a much better understanding of how to identify, characterise and motivate emergent agents in anatomical, physiological and transcriptional spaces.claim0.771
  Identifies a key future research direction.
• How can we understand intelligence in a way that would enable us to create novel instances, as well as improve our own intelligence for life-positive outcomes for all?question0.763
  Applied aim of the framework.
• Collective intelligence is not only the province of groups of animals; an important symmetry exists between the behavioral science of swarms and the competencies of cells and other biological systems at different scales.claim0.757
  Foundational claim extending collective intelligence to all biological scales.
• How Can The Principles Of Collective Intelligence Bequestion0.748
• Collective Intelligenceconcept0.748
  Recognition that selves are composite systems of competent parts; all intelligences are higher-level selves made of cells or components.
• Collective intelligence exists on a spectrum across biology from cells to organismsclaim0.747
  Authors argue no sharp distinction exists between familiar animal cognition and collective behavior in cells/tissues; same principles apply across scales and substrates.