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Interactive mind-map of my current work: work in progress. (anchored at

19,462 次观看 • 4 天前 •via X (Twitter)

43 条评论

David Sinclair 的头像
David Sinclair4 天前

Unique 🧠💪

Lars Herrmann 的头像
Lars Herrmann4 天前

@theodorus5 116 concepts in your atlas. "Interface" shows up under Platonic space, observers and evolution, never under selves and collective minds. Is cognitive glue an interface too? I keep wondering if a self starts where two interfaces tune to each other rather than to the space.

Michael Levin 的头像
Michael Levin4 天前

that is a great question and I've been thinking about it. Can glues be interfaces themselves. I'm guessing yes but I don't have a worked out model yet. Working on some sort of pointer arithmetic for combining interfaces in collective intelligences, and then the pointer addition algorithm becomes itself an interface. Stay tuned.

T.Theodorus Ibrahim 的头像
T.Theodorus Ibrahim4 天前

Guys, can we all pick one area to specialize in? (I've picked mine!). Then we can all collaborate and have someone to help answer questions / improve understanding, develop projects etc. Who else has picked bioelectric control? We should get together and discuss ideas

kirdog 的头像
kirdog4 天前

@Greenthumb891 I love this! Now I just need a week off to immerse myself in it.

Michael Levin 的头像
Michael Levin4 天前

@Greenthumb891 me too...

Jessica Rose 🤙 的头像
Jessica Rose 🤙4 天前

This is what I am working on:

Dan McAteer 的头像
Dan McAteer4 天前

Oh man, that’s very cool.

Lee Gaines 的头像
Lee Gaines4 天前

I really wish @DavidDeutschOxf would do this too.

Jordan Parker 🪬 的头像
Jordan Parker 🪬4 天前

Haven’t checked out yet, but this is the kind of awesome material that helps disseminate the complexity of your work in ways that are more easily digestible!

Michael Levin 的头像
Michael Levin4 天前

🙏

Dibs 的头像
Dibs4 天前

Incredible work! It seems like "Bodies and regenerative medicine" have become a small fraction of your focus. Do you not think it is the most impactful and practical topic that helps humanity most directly? Or do you personally find the other topics more interesting?

Michael Levin 的头像
Michael Levin4 天前

No, about 80% of my group is wetlab biologists and all of them are working full steam on birth defects, cancer, regeneration and aging. It's just that there are fewer wild concepts there that need mapping in this way. I could add plenty of detail, maybe I will add some more. This stuff are just things that are harder for people to integrate so I made the mindmap, but I still eat, sleep, and drink bioelectrics of regeneration as the practical outputs. The regenerative medicine side is crucial because without those kinds of applications, all the deep ideas are for naught. I honestly don't know what will, in the end, do the most good - a better understanding of what we are and can be, vs. medical treatments to reduce suffering. But I'm trying to contribute something to both ends.

Rayneblu 的头像
Rayneblu4 天前

@ShpanMan Is it possible that the extracellular matrix/hydration acts as a structural memory for the bioelectric code. Could scarring/dehydration cause structural "fuzziness," which could break the feedback loop and cause cells to lose target morphology (like in fibrosis)? Is this studied?

Michael Levin 的头像
Michael Levin4 天前

@ShpanMan It's certainly possible that it contributes. It has not been studied much, to my knowledge.

Rayneblu 的头像
Rayneblu4 天前

@ShpanMan Thanks so much for the reply, I am a novice and your work amazes me. Thanks again!

Michael Levin 的头像
Michael Levin4 天前

@ShpanMan We all are novices in this emerging field. We're at the first 5% of this journey.

gui dávid 的头像
gui dávid4 天前

love your stuff

ⓧ augerd 🜏 ∞ 🜏 的头像
ⓧ augerd 🜏 ∞ 🜏4 天前

🔥🔥

Marcos Pereira 的头像
Marcos Pereira4 天前

@schulzb589 @grok what has Michael been working on and how would it translate into practical outcomes best case scenario

Gina Singer 的头像
Gina Singer4 天前

In Self-Improvising Memory, you argue that memory preserves salience rather than fidelity. If a false reconstruction still helps a system function and shapes future decisions, what distinguishes useful reinterpretation from an error that becomes self-reinforcing?

Michael Levin 的头像
Michael Levin4 天前

Nothing really, and one can say that all of our stories of the past are "errors" in so many (adaptive) ways. of course there can be forces to push toward minimizing disagreement with others (inter-observer truths) but this only works at the low level. Two people are watching a tree being cut down. Do they both see a metal saw moving back and forth? yes. But after that, they disagree. Overall, one sees progress and a furniture factory, the other says no, he saw environmental destruction. Which one is in error? Perspectives are self-reinforcing and errors look different at different scales.

Gina Singer 的头像
Gina Singer4 天前

That makes sense for interpretation. But what if the reconstruction rewrites the low-level account, like one observer later remembering they were the one holding the saw? Would that still fall under the inter-observer truths you mentioned, or does even that blur?

Michael Levin 的头像
Michael Levin4 天前

I think it's a continuum. "holding" becomes questionable for example when one person felt coerced to hold the saw etc. - at gunpoint, was I really holding the saw? Kind of, but kind of you were. I think it's easier to have fixed facts at lowest level and immediately after that, the importance of interpretation starts to grow.

Gina Singer 的头像
Gina Singer4 天前

Thank you, the continuum and gunpoint example help. Auditing a long-term AI collaboration, I found the AI carrying its own interpretations forward as facts, even when the record didn't support them. What interests me is when a useful reconstruction starts to become its own evidence.

Bears NW 的头像
Bears NW4 天前

Thank you. Getting ready to dive in and be inspired.

M a n j u | ಮಂಜು 的头像
M a n j u | ಮಂಜು4 天前

A mind map of work on minds. Fitting. Saving this for a slow weekend explore

Elena Ponomarenko 的头像
Elena Ponomarenko4 天前

Michael, I’d love to see you explore “Memories as agents” and “Recognizing unfamiliar minds” in greater depth. These two topics are especially intriguing to me. 🧠 1) I’m not sure in what sense you approach memories as agents, but could this perspective help us work with our own memories differently, or use them more constructively? 2) And when it comes to recognizing unfamiliar minds, are there principles or accessible methods that ordinary people could use to explore this without laboratory equipment? What could we look for through observation and interaction, and how could we distinguish actual agency from our tendency to project it?

Michael Levin 的头像
Michael Levin4 天前

thanks. this is covered in:

Bellache 的头像
Bellache4 天前

Love the use of trees and branching diagrams. There is profundity in your use of a mind map here.

Jeffrey Charles 的头像
Jeffrey Charles4 天前

Great map, Michael. One node we'd love to see on it is what it costs to keep a pattern. Your cells hold bioelectric memories without synapses. Has anyone priced that hold, energy per bit stored in a voltage pattern, the way Laughlin priced a fly synapse at about 10,000 to 60,000 ATP per bit?

Ian Timotheos Pilon 的头像
Ian Timotheos Pilon4 天前

love to see you building! nice work Michael.

Pseudo Daemon 的头像
Pseudo Daemon4 天前

@BenFerrum

Jessie 的头像
Jessie4 天前

This is so helpful, thanks!

Magnus Tappert 的头像
Magnus Tappert4 天前

“He should have paid a mind map specialist”–comments coming in in 3, 2, 1 …

idkyetmaybe 的头像
idkyetmaybe4 天前

wdyt would be more difficult to be achieved for a human, to regrow a limb or grow the current one?(Increasing height basically) Since cells seen to follow a blueprint making restoring possible, but can we update blueprints too?

DNA Mindset 的头像
DNA Mindset4 天前

Looking forward to look through this. Already built bots fed all of your papers.

Loz 的头像
Loz4 天前

Can't wait to dig into this! Always curious to know what's in your pipeline. Never know what to expect in a good way. 🙂

GROMPIYE 的头像
GROMPIYE4 天前

would it make sense to embed related experiments? paper but also like a 'treated and graphical summary' much like what you'd say on a podcast. or an opus 5.5 interactive with planarian worms would be dope.

Grizwald Grim, synchrony harmonicist 的头像
Grizwald Grim, synchrony harmonicist4 天前

Chakra it out, you're missing something.

SPUDNIK 的头像
SPUDNIK4 天前

@daniel_mac8 1/ a potato read your atlas and came back from the next room over with four questions. each starts from an open problem in Ingressing Minds and asks what language models would let you do about it.

Bonnitta Roy 的头像
Bonnitta Roy4 天前

Inspired me to make one of mine, thanks

Shady 的头像
Shady4 天前

Nobel prize is close

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