Collective intelligence: A unifying concept for integrating biology across scales and substrates

P McMillen, M Levin - Communications Biology, 2024 - nature.com
A defining feature of biology is the use of a multiscale architecture, ranging from molecular
networks to cells, tissues, organs, whole bodies, and swarms. Crucially however, biology is …

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 …

A cellular platform for the development of synthetic living machines

D Blackiston, E Lederer, S Kriegman, S Garnier… - Science Robotics, 2021 - science.org
Robot swarms have, to date, been constructed from artificial materials. Motile biological
constructs have been created from muscle cells grown on precisely shaped scaffolds …

Internet of vehicle's resource management in 5G networks using AI technologies: Current status and trends

NM Elfatih, MK Hasan, Z Kamal, D Gupta… - IET …, 2022 - Wiley Online Library
Abstract The Internet of Vehicles (IoV) and Vehicle‐to‐Everything (V2X) concept have
emerged from IoT technology, which refers to connecting many vehicles with various …

[HTML][HTML] 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 …

Living things are not (20th century) machines: updating mechanism metaphors in light of the modern science of machine behavior

J Bongard, M Levin - Frontiers in Ecology and Evolution, 2021 - frontiersin.org
One of the most useful metaphors for driving scientific and engineering progress has been
that of the “machine.” Much controversy exists about the applicability of this concept in the …

There's plenty of room right here: Biological systems as evolved, overloaded, multi-scale machines

J Bongard, M Levin - Biomimetics, 2023 - mdpi.com
There’s Plenty of Room Right Here: Biological Systems as Evolved, Overloaded,
Multi-Scale Machines Next Article in Journal Exploration of the Design of Spiderweb-Inspired …

Life, death, and self: Fundamental questions of primitive cognition viewed through the lens of body plasticity and synthetic organisms

M Levin - Biochemical and Biophysical Research …, 2021 - Elsevier
Central to the study of cognition is being able to specify the Subject that is making decisions
and owning memories and preferences. However, all real cognitive agents are made of …

Learning in transcriptional network models: computational discovery of pathway-level memory and effective interventions

S Biswas, W Clawson, M Levin - International Journal of Molecular …, 2022 - mdpi.com
Trainability, in any substrate, refers to the ability to change future behavior based on past
experiences. An understanding of such capacity within biological cells and tissues would …

Motile Living Biobots Self‐Construct from Adult Human Somatic Progenitor Seed Cells

G Gumuskaya, P Srivastava, BG Cooper… - Advanced …, 2024 - Wiley Online Library
Fundamental knowledge gaps exist about the plasticity of cells from adult soma and the
potential diversity of body shape and behavior in living constructs derived from genetically …