Allen Discovery Center at Tufts University, 200 Boston Ave., Suite 4600, Medford, MA, 02155, USA.
Wyss Institute for Biologically Inspired Engineering at Harvard University, Boston, MA, USA.
Anim Cogn. 2023 Nov;26(6):1865-1891. doi: 10.1007/s10071-023-01780-3. Epub 2023 May 19.
Each of us made the remarkable journey from mere matter to mind: starting life as a quiescent oocyte ("just chemistry and physics"), and slowly, gradually, becoming an adult human with complex metacognitive processes, hopes, and dreams. In addition, even though we feel ourselves to be a unified, single Self, distinct from the emergent dynamics of termite mounds and other swarms, the reality is that all intelligence is collective intelligence: each of us consists of a huge number of cells working together to generate a coherent cognitive being with goals, preferences, and memories that belong to the whole and not to its parts. Basal cognition is the quest to understand how Mind scales-how large numbers of competent subunits can work together to become intelligences that expand the scale of their possible goals. Crucially, the remarkable trick of turning homeostatic, cell-level physiological competencies into large-scale behavioral intelligences is not limited to the electrical dynamics of the brain. Evolution was using bioelectric signaling long before neurons and muscles appeared, to solve the problem of creating and repairing complex bodies. In this Perspective, I review the deep symmetry between the intelligence of developmental morphogenesis and that of classical behavior. I describe the highly conserved mechanisms that enable the collective intelligence of cells to implement regulative embryogenesis, regeneration, and cancer suppression. I sketch the story of an evolutionary pivot that repurposed the algorithms and cellular machinery that enable navigation of morphospace into the behavioral navigation of the 3D world which we so readily recognize as intelligence. Understanding the bioelectric dynamics that underlie construction of complex bodies and brains provides an essential path to understanding the natural evolution, and bioengineered design, of diverse intelligences within and beyond the phylogenetic history of Earth.
从一个安静的卵子开始(“只有化学和物理”),然后慢慢地、逐渐地,成为一个具有复杂元认知过程、希望和梦想的成年人。此外,尽管我们觉得自己是一个统一的、单一的自我,与白蚁丘和其他群体的涌现动态不同,但实际上所有的智能都是集体智能:我们每个人都由大量的细胞共同协作,产生一个具有目标、偏好和记忆的连贯认知体,这些目标、偏好和记忆属于整体而不是其部分。基础认知是理解思维如何扩展的探索——大量有能力的亚单位如何共同协作,形成能够扩展其可能目标的智能。至关重要的是,将稳态、细胞水平的生理能力转化为大规模行为智能的惊人技巧不仅限于大脑的电动力学。在神经元和肌肉出现之前,进化就一直在利用生物电信号来解决创建和修复复杂身体的问题。在这个视角中,我回顾了发育形态发生和经典行为的智能之间的深刻对称性。我描述了使细胞集体智能能够实现调节性胚胎发生、再生和癌症抑制的高度保守机制。我勾勒了一个进化支点的故事,它重新利用了能够在形态空间中导航的算法和细胞机制,将其转化为我们很容易识别为智能的三维世界中的行为导航。理解构建复杂身体和大脑的生物电动力学为理解地球系统发育历史内外的各种智能的自然进化和生物工程设计提供了一条重要途径。