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Technological Approach to Mind Everywhere (TAME): an experimentally-grounded framework for understanding diverse bodies and minds (2201.10346v1)

Published 24 Dec 2021 in q-bio.TO, cs.MA, and q-bio.CB

Abstract: Synthetic biology and bioengineering provide the opportunity to create novel embodied cognitive systems (otherwise known as minds) in a very wide variety of chimeric architectures combining evolved and designed material and software. These advances are disrupting familiar concepts in the philosophy of mind, and require new ways of thinking about and comparing truly diverse intelligences, whose composition and origin are not like any of the available natural model species. In this Perspective, I introduce TAME - Technological Approach to Mind Everywhere - a framework for understanding and manipulating cognition in unconventional substrates. TAME formalizes a non-binary (continuous), empirically-based approach to strongly embodied agency. When applied to regenerating/developmental systems, TAME suggests a perspective on morphogenesis as an example of basal cognition. The deep symmetry between problem-solving in anatomical, physiological, transcriptional, and 3D (traditional behavioral) spaces drives specific hypotheses by which cognitive capacities can scale during evolution. An important medium exploited by evolution for joining active subunits into greater agents is developmental bioelectricity, implemented by pre-neural use of ion channels and gap junctions to scale cell-level feedback loops into anatomical homeostasis. This architecture of multi-scale competency of biological systems has important implications for plasticity of bodies and minds, greatly potentiating evolvability. Considering classical and recent data from the perspectives of computational science, evolutionary biology, and basal cognition, reveals a rich research program with many implications for cognitive science, evolutionary biology, regenerative medicine, and artificial intelligence.

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Authors (1)
  1. Michael Levin (90 papers)
Citations (86)

Summary

Technological Approach to Mind Everywhere (TAME): An Empirically-Based Framework for Understanding Diverse Cognitive Systems

The paper presents a comprehensive framework called Technological Approach to Mind Everywhere (TAME), focusing on the multidisciplinary understanding of cognition across various biological and synthetic entities. The work challenges traditional views of cognition by proposing a model that incorporates the complexity and diversity in the architecture of cognitive systems, both natural and artificial. The framework underlines the evolutionary and developmental aspects of cognition and integrates them with bioengineering and synthetic biology insights.

Key to TAME's approach is the concept of basal cognition and the recognition that all cognitive agents, from single cells to complex multicellular organisms, exhibit a form of intelligence through their interactions and developmental processes. The framework posits that problem-solving capabilities in various biological contexts—such as morphogenesis, metabolic regulation, and transcriptional control—are indicative of fundamental cognitive processes that can scale up through evolution and bioengineering.

Numerical Insights and Claims

Levin's paper highlights several important numerical insights and claims, especially regarding the role of bioelectricity in developmental processes. The empirical data showing the adaptive regenerative responses in planaria, where they adjust their physiology to external stressors like barium exposure by modulating only a small subset of genes, underscore the plasticity and problem-solving capabilities inherent in biological systems. Such adaptation points to a sophisticated internal model within these organisms that allows effective navigation of complex physiological spaces.

Implications for AI and Beyond

The implications of TAME are extensive, touching upon evolutionary biology, regenerative medicine, artificial intelligence, and robotics. By equating morphogenetic process with problem-solving and cognitive function, the paper suggests new pathways for bioengineering intelligent systems that need not mimic traditional neural architectures. This offers profound potential for developing adaptive synthetic entities and enhancing robotics with biological inspirations.

Future Directions

TAME encourages a reevaluation of how intelligence is categorized, urging the scientific community to consider non-binary and continuum-based perspectives when assessing cognitive capabilities. It also prompts the development of novel experimental strategies aimed at understanding the scaling of cognitive capacities within biological and synthetic systems. This could lead to advancements in creating biobots, cyborgs, and other hybrid entities that integrate living and non-living components.

The approach posited by Levin's paper could revolutionize the understanding of intelligence and cognition, proposing a paradigm shift that views cognitive processes as emergent properties capable of scaling across vastly different substrates and architectures. This is not an endeavor to sensationalize cognition but rather an invitation to rigorously explore and empirically validate new models of intelligence in the context of the rapidly expanding domain of synthetic biology and bioengineered systems.

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