Biological underpinnings for lifelong learning machines

D Kudithipudi, M Aguilar-Simon, J Babb… - Nature Machine …, 2022 - nature.com
Biological organisms learn from interactions with their environment throughout their lifetime.
For artificial systems to successfully act and adapt in the real world, it is desirable to similarly …

Tests for consciousness in humans and beyond

T Bayne, AK Seth, M Massimini, J Shepherd… - Trends in cognitive …, 2024 - cell.com
Which systems/organisms are conscious? New tests for consciousness ('C-tests') are
urgently needed. There is persisting uncertainty about when consciousness arises in human …

Bioinspired claw-engaged and biolubricated swimming microrobots creating active retention in blood vessels

T Li, S Yu, B Sun, Y Li, X Wang, Y Pan, C Song… - Science …, 2023 - science.org
Swimming microrobots guided in the circulation system offer considerable promise in
precision medicine but currently suffer from problems such as limited adhesion to blood …

Kinematic self-replication in reconfigurable organisms

S Kriegman, D Blackiston, M Levin… - Proceedings of the …, 2021 - National Acad Sciences
All living systems perpetuate themselves via growth in or on the body, followed by splitting,
budding, or birth. We find that synthetic multicellular assemblies can also replicate …

Technological approach to mind everywhere: an experimentally-grounded framework for understanding diverse bodies and minds

M Levin - Frontiers in systems neuroscience, 2022 - frontiersin.org
Synthetic biology and bioengineering provide the opportunity to create novel embodied
cognitive systems (otherwise known as minds) in a very wide variety of chimeric …

Competency in navigating arbitrary spaces as an invariant for analyzing cognition in diverse embodiments

C Fields, M Levin - Entropy, 2022 - mdpi.com
One of the most salient features of life is its capacity to handle novelty and namely to thrive
and adapt to new circumstances and changes in both the environment and internal …

Darwin's agential materials: evolutionary implications of multiscale competency in developmental biology

M Levin - Cellular and Molecular Life Sciences, 2023 - Springer
A critical aspect of evolution is the layer of developmental physiology that operates between
the genotype and the anatomical phenotype. While much work has addressed the evolution …

[HTML][HTML] Future medicine: from molecular pathways to the collective intelligence of the body

E Lagasse, M Levin - Trends in Molecular Medicine, 2023 - cell.com
The remarkable anatomical homeostasis exhibited by complex living organisms suggests
that they are inherently reprogrammable information-processing systems that offer …

Synthetic morphology with agential materials

J Davies, M Levin - Nature Reviews Bioengineering, 2023 - nature.com
Bioengineering can address many important needs, from transformative biomedicine to
environmental remediation. In addition to practical applications, the construction of new …

Bioelectric networks: the cognitive glue enabling evolutionary scaling from physiology to mind

M Levin - Animal Cognition, 2023 - Springer
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 …