"I consider the Organism, or natural Machine, a machine in which each part is a machine."
- #Leibniz
🦠 Energy → Work
"Active matter *employs* control, either internally [e.g., embryogenesis] or externally [e.g., with sheepdogs]."
- @SurajShankar92
@SurajShankar92 A potent control mechanism for active matter: using #optogenetics to paint portraits and drive micro-robotic ensembles made of modified #bacteria.
"What are the rules you need to follow and the policies you need to enact?"
- @SurajShankar92 contemplates design principles:
Optimizing a balance between forces, @SurajShankar92 seeks the least work required to move a drop without changing its shape.
Size, however, is variable. "It's like a dinner party: first, you gather everyone together..."
"You can INCLUDE shape change; once you do that the problem has to be solved numerically. Once you allow shape change you have to ask how strong are the active forces relative to the passive forces. For small capillary numbers, surface tension dominates."
- @SurajShankar92
"Perhaps cells DO use strategies that are perhaps similar, if not the same, as what we obtain from this optimization process."
On optimization in evolving systems:
"It's been shown in *several* contexts that what we see E. coli doing is the best it *can* do."
- @SurajShankar92
"You can use local excitations to carry information. You can think of this [magnetic] vortex-like structure as an entity unto itself, and think of the swirling as a bit. All of these systems are continua, and a common way of controlling them is by creating localized excitations."
"There are two key excitations in these systems: one is this trifoil-shaped structure & the other is this comet-shaped thing."
"How should we think about control in such a system? Can you design strategies and protocols for assembling these defects into configurations we like?"
"Symmetry is the key. The +1/2 defect can be described by a vector. The -1/2 defect is described by a complex number. How do we model these systems? By writing hydrodynamical equations...it couples order to flow."
"Viscosity dominates and force balance is linear."
"For constant activity, the +1/2 defect moves & the -1/2 defect stays put."
"This allows us to collapse an ∞ degrees of freedom..."
Re: +1/2, "The direction of the parabola allows you to choose the direction of the flow."
"You can build any complex trajectory that you wish."
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"Today you hear people talking about 'AN #AI' or 'THE AI.' Even 15 years ago we would not have heard this; we just heard 'AI.'" @AlisonGopnik on the history of thought on the #intelligence (or lack thereof) of #simulacra, linked to the convincing foolery of "double-talk artists":
"We should think about these large #AI models as cultural technologies: tools that allow one generation of humans to learn from another & do this repeatedly over a long period of time. What are some examples?"
"The key question around the #GreenEnergy transition is technological progress, and which technologies would improve..."
- SFI Prof J. Doyne Farmer (@INETOxford)
Follow this 🧵 for insights from today's seminar, streaming now on our YouTube channel:
"We're tracking the evolution of the global #energy landscape over about 140 years: which source is providing our energy, and how much is it providing us with?"
- SFI Prof J. Doyne Farmer (@INETOxford)
"#FossilFuels cost about the same now as they did a century ago. #Renewables have been dropping in price at rates of about 10% a year and deployment has been shooting up at about 30% a year, and this has been continuing for several decades."
"What's the motivation of this paper? We've seen in most of these locations that there was an #emergence of some form of hierarchical #government [correlated with] a monopoly of #violence and increased #inequality [and] most people lost."
Citing work led by SFI's Tim Kohler in 2017 showing the increase in #inequality (as measured by #GINIcoefficient) as society evolves greater political #scale and more complex/abstract means of production:
"A man who was so restless he said he was chased by 10,000 pigs... He spent his entire inheritance on a five-year voyage of South America. They called him 'The Shakespeare of the Sciences.'"
- @andrea_wulf