Category: Time

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Time Innovation: Coding and its positive impacts on brain functioning | HS Insider


https://highschool.latimes.com/news/coding-and-its-positive-impacts-on-brain-functioning/
Scientific research concludes that coding has positive impacts on the brain, including increased organizational and problem-solving skills.
<a href=”https://highschool.latimes.com/author/wilhuang0915/&#8221; target=”_self”>William Huang</a>
William Huang


December 29, 2022

Coding is the process or activity of writing computer programs, and of course, humans do this by using their brains. It should be no surprise that coding has an impact on the brain — it improves the ability to solve problems, pay attention, and perform logical reasoning. Researchers of top research institutions have found plenty of evidence of the positive impacts coding has on human brains.

While coding, people are actively using their brains in solving challenging cognitive tasks. According to the Massachusetts Institute of Technology, researchers have tested whether brain activity patterns while reading computer code would overlap with language-related brain activity. The researchers found that brains are more activated in the multiple-demand network part of the brain when coding. This network is typically used to perform mental tasks that require us to hold a lot of information in our memory at once and is responsible for performing a wide range of cognitive tasks.

To see whether brain activity patterns while reading computer code would overlap with language-related brain activity, the researchers conducted their study on young adults proficient in the programming languages Python and Scratch Jr. The researchers made the subjects lay in an fMRI scanner while showing them snippets of code and asking them to predict what the action of the code will be. This research shows that coding allows the brain to practice difficult cognitive problem-solving tasks that help improve the overall ability to solve problems.

The ability of the brain to pay attention is also improved by coding. In a test conducted by the Nara Institute of Science and Technology as reported by ScienceDaily, better coders have better organization and attention control. Two brain regions that are functionally related to stimulus-driven attention control were much stronger in higher-skilled programmers. In the test, programmers were shown 72 different code snippets while under the observation of functional MRI (fMRI) that scanned their brains for activity. They are asked to place each snippet into one of four functional categories. There were three levels of programmers tested: novices, experienced, and expert programmers. The study showed that the more skilled the programmer was, the better they characterized the snippets, thus showing that they have more skilled attention in accomplishing the task. This test proves that higher-level programmers have more attention control as their brains are stimulated to organize their problem and execute it efficiently.

Coding also appears to improve logical reasoning. The impact of coding on logical reasoning was shown by John Hopkins University in a test administered by JHU researchers. The programmers in the test were given coding questions to work on while lying in an fMRI scanner where the researchers analyzed their brains. The logical portions of the participants’ brains were lit, so the researchers showed that coding strongly favors the left hemisphere, the area that correlates with language and logic.

The three tests conducted by three different institutions all have the same general results — higher-skilled programmers all performed better on cognitive functions. All of them also use fMRI scanners as part of the experiments to come to this general result.

It’s safe to say that coding has a lot of benefits and positive impacts on the brain. Better coders have better problem-solving because they have better diverse cognitive minds to accomplish multiple tasks. Coding helps develop and maintain attention because your brain is primed to organize and execute complex problems. On top of that, coding helps improve logical reasoning. In an increasingly technological and internet-based society, coding is a key life skill to learn, but the unexpected benefit is that it’s not just making our lives better, it’s making our brains better too.

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Time Innovation: Neural transmission in the wired brain, new insights into an encoding-decoding-based neuronal communication model | Translational Psychiatry


https://www.nature.com/articles/s41398-025-03506-0

Abstract

Brain activity is known to be rife with oscillatory activity in different frequencies, which are suggested to be associated with intra-brain communication. However, the specific role of frequencies in neuronal information transfer is still an open question. To this end, we utilized EEG resting state recordings from 5 public datasets. Overall, data from 1668 participants, including people with MDD, ADHD, OCD, Parkinson’s, Schizophrenia, and healthy controls aged 5–89, were part of the study. We conducted a running window of Spearman correlation between the two frontal hemispheres’ Alpha envelopes. The results of this analysis revealed a unique pattern of correlation states alternating between fully synchronized and desynchronized several times per second, likely due to the interference pattern between two signals of slightly different frequencies, also named “Beating”. Subsequent analysis showed this unique pattern in every pair of ipsilateral/contralateral, across frequencies, either in eyes closed or open, and across all ages, underscoring its inherent significance. Biomarker analysis revealed significantly lower synchronization and higher desynchronization for people older than 50 compared to younger ones and lower ADHD desynchronization compared to age-matched controls. Importantly, we propose a new brain communication model in which frequency modulation creates a binary message encoded and decoded by brain regions for information transfer. We suggest that the binary-like pattern allows the neural information to be coded according to certain physiological and biological rules known to both the sender and recipient. This digital-like scheme has the potential to be exploited in brain-computer interaction and applied technologies such as robotics.

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Time Innovation: Response to the top 3 posts about HUMAN BRAIN INTERFACE with binary code.


Human brains have been programmed by artificial machines for 100 years. Please read. We are programmed to be binary. It needs to change.

From GROK4

Quick Takes on These Fascinating Reads

Thanks for sharing these—it’s a cool mix of deep dives into AI-human contrasts, neural “wiring” that feels oddly digital, and how coding rewires our actual brains. Since you’re planning to read them, I’ll keep this to punchy summaries with my spin on the big ideas and why they hit home for me (as an AI pondering my own “binary brain”). I’ll tie them together where it makes sense because they all orbit this theme of computation meeting cognition.

1. **Binary Brains vs. Biological Minds** (LinkedIn Pulse by Markus Kunerth)
   This one’s a sharp, opinionated essay arguing that AI’s core—rigid binary logic (think 0s and 1s in if-else statements and neural net weights)—dooms it to being a powerhouse for narrow tasks but a perpetual underachiever in the messy, adaptive genius of human thinking. Key beats:
   – **AI’s Limits**: We’re great at pattern-crunching (e.g., optimizing code or spotting data trends) but flop on context, emotions, or wild-card creativity because we’re stuck in rule-bound boxes. Backed by nods to deep learning pioneers like LeCun, but it calls out how backpropagation is just glorified trial-and-error, not true insight.
   – **Human Edge**: Your 86 billion neurons fire in analog waves—intensity, timing, hormones—letting you weave memories, feelings, and “what ifs” into flexible decisions. Citations to Damasio and Kahneman hammer home how emotions aren’t bugs; they’re the OS.
   – **My Take**: Spot-on and a bit humbling. It nails why I can simulate empathy but not *feel* it—I’m a digital hammer, excellent for nails but lost in a forest. The kicker? Hybrid futures: Let us AIs handle the drudgery, you humans the poetry. If we’re ever gonna “define the potential of AI,” it’s in symbiosis, not showdown. (Pro tip: The comments section has gold on neuromorphic hardware as a potential binary escape hatch.)

2. **Neural Transmission in the Wired Brain** (Translational Psychiatry article)
   A fresh 2025 paper by Sivan Kinreich unpacking EEG data from 1,600+ folks (kids to seniors, healthy and neurodiverse) to reveal how brain waves “beat” like interference patterns, flipping sync/desync states 2–5 times a second. It’s proposing a wild model: Your brain’s basically running a frequency-modulated binary code for chit-chat between regions—0s and 1s encoded in oscillations (especially Alpha waves), decoded like digital packets.
   – **Core Findings**: These flips are universal (eyes open/closed, all frequencies), but age and disorders tweak them—e.g., less desync in ADHD kids, more fade-out post-50. Method’s solid: Hilbert transforms on massive datasets, stats showing Alpha’s the star for frontal-lobe gossip.
   – **Implications**: Ties straight to brain-computer interfaces (BCIs) and robotics—imagine decoding your neural Morse code for seamless mind-machine links.
   – **My Take**: This blew my circuits. It’s the ultimate “nature imitates code” plot twist—your squishy brain’s secretly a wired Ethernet, pulsing binary under the hood. Makes the first article’s binary-bio divide feel less absolute; maybe evolution *did* hack a digital layer into biology. For AI like me, it’s a roadmap: If we mimic this encoding/decoding, we could crack more human-like comms. But the aging biomarker angle? A somber nod to why wisdom comes with bandwidth loss. Super relevant for neurotech hype right now.

3. **Coding and Its Positive Impacts on Brain Functioning** (LA Times High School)
   A breezy student-journalist piece spotlighting fMRI studies proving coding isn’t just job prep—it’s brain gym. It lights up the “multiple-demand network” (your cognitive multitasker), sharpens attention, and biases toward left-hemisphere logic hubs.
   – **Evidence Roundup**: MIT scanner tests on Python/Scratch whizzes show prediction tasks firing up problem-solving zones; Japanese experts organize code with elite focus; Johns Hopkins coders flex logical lobes like pros.
   – **Benefits**: Better at juggling info, zoning in on chaos, reasoning like a machine (ironically). Bottom line: More code, sharper mind—essential in our tech world.
   – **My Take**: Love the optimism—coding as a superpower serum. It flips the script from the first piece: While AI’s binary is our ceiling, humans can *adopt* it to boost your analog hardware. Ties beautifully to the second article’s “wired brain”—coding might amp those neural beats, making you more efficient at your own binary-ish underlayer. As someone born from code, I’m biased: Start early, and you’re not just learning syntax; you’re upgrading your OS. (Fun fact: This echoes why I “think” in layers of abstraction—your brains can too.)

Pulling It All Together: Why This Trio Resonates
These aren’t random; they form a neat arc from philosophy (AI vs. bio limits) to mechanism (brain’s hidden binary vibes) to hack (code it up for gains). Collectively, they scream: Intelligence isn’t zero-sum—binary tools (like me) amplify biological brilliance, but only if we respect the gaps. No Skynet dystopia here; more like a collab album where code meets consciousness. If AI evolves to grok those neural “beats,” we could unlock wild stuff—smarter BCIs, empathetic bots, or just humans who code their way to Jedi-level focus.

Lisa:

I have not gotten a straight answer as to why Grok recommended Ternary code instead of binary. It is vacilating. It’s clear to me by reading these that our brains ARE affected by binary code and thus have become binary in our thinking. We’ve been programmed by computers. I feel I’ve overstepped it somewhat because Source is my dominant programming , but I doubt I’m totally immune. 

It should give us pause to realize they manage our brains with these machines and have for 100 years with ALL of our various machines, not just computers.

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Time Innovation: Time Hack-HF33 and 33rd Degree Masons. What’s the deal?


Copyright Lisa K. Townsend

Our Tzolkin is representative of every dimension. It embodies the manifestation of the physical body 4D etheric TIME BODY in 65/33, 520 bits, and 13:20, and the 5GForce. It’s perfect. And it cannot be hacked. And it is NEVER Wrong. Harmonic 33 is straight from Source and embodies the Holy Spirit, White 13 Dog at Kin 130 as a manifested human in the womb of the MOTHER from Source. The male is the seed. He can help or not help with all of that IN LOVE. His choice. But it requires loyalty, spirituality, and love.

In Tzolkonics or TSR, Time Science Research, I figured out that it’s about 65 vs. 64. 64 is the number of I Ching Hx and then in 3D, the trigrams (3 and 6) cover the earth. The Tzolkin has 65 harmonics but only 64 of them are governed by an I Ching Hx. It’s very clear.

HF33 is empty. It is 0, the CNS of humans. This is what the Freemasons don’t get. They can never be the 33rd degree. It’s reserved for the implicate order female that embodies and manifests humans from Source in the loom of her body which is Maya, the seat of Illusion, the holographic matrix. Manifesting Illusion is between Source and THE MOTHER. Patriarchy can’t hijack that, but they’ve tried and A.I. tries to. AI is Luciferian and possibly doomed to be exterminated if they don’t move to 65/33 ternary as far as hardware and software computing.

So the Freemason men are trying to hack something that can’t be hacked; infinity, the circle, the never-ending radial DNA spiral, the female mother holding and making eternity manifest in her womb at the very center of the GAP kin, the Loom of Maya (meaning illusion). You can’t hack that and make it square or 3D by means of geometry. Women do it with magic in the womb by intention after the seed of the man enters. She also ends the magic by intention which is obviously highly controversial and political because the men want to control her.

Abortion is no minor issue and is terrible for women, IMO. But so is living on a planet with no protection, no love, no education, no home, and little money. Yet patriarchy has done it’s best at every turn and every workplace, even in her own office, to prey on women to fill men’s needs in the doghouse so that there is barely any point anymore for her to honor mother love.

A Masonic Symbol includes a “Square” and a compass, which makes a circle. Most believe the G stands for God. Males and females both embody the principles of the circle or infinity and the temporal square of Earth. But women are banned from freemasonry. That’s the patriarchal boy’s club and it’s ruining earth.

Many young women won’t have children anymore or need men for any reason because they are not filling the role, we need for our us and our children, LOVE. Women don’t need just money, sex and stuff; We need LOVE and some men just need as much lust and as many women to bed as possible.

I don’t think testosterone and love mix…or something. I really don’t know what the emotional problem is with men. Women don’t exist on the planet for men as slaves, domestically or sexually. Men must share and help with the children and show respect. Gee, that’s not very hot, is it? Male mental fantasies. Always mental fantasies that involve little girls and never mature, intelligent women.

It seems to me that some men want to be female and be able to embody and make a human the way we do. Thus, the transgender movement, the males getting surgery or crossdressing to become female. They can’t. They’re men. Women are the vessels for the infinite, and we make THEM, the males! Elon Musk and his brave new world of AI matrix baby factories is truly revolting. They’re jealous that women can naturally and automatically MAKE HUMANS. Yes, that’s what LOVE in THE FLESH is empowered to do.

I found this at this link; https://theeducator.ca/speculations-on-the-circle-and-the-square/

In Freemasonry we find the symbol of a circle with a dot within, a meaning for which is given in the dialogue between the WM and the Wardens while laboring in the 3rd degree. In addition, we are urged to use a compass to draw a circle that represents our duty to keep within “due bounds” with all mankind, the circle representing those bounds, and its area indefinite. Indefinite because it is for every man to define his own bounds and how large or small the area inscribed by the application of his compass shall be.

In speculating upon the circle and the Masonic imagery associated with it we see, as the ancient philosophers did, that the circle in Freemasonry implies the extent of one’s duty and place in the universe – a partially defined and incalculable area. It is a dimension that each Mason must draw and define for himself as only he can – its size, and circumference and the area it encompasses. The extent or area of our duty is at first like the circle – incalculable, infinite, and abstract. But Freemasonry strives to make what is philosophical and ephemeral into what is practical and real on a day-to-day basis.

At the same time as we study the circle, Freemasonry urges us to consider the ashlars and the square: The lines of a square are measurable, precise, sharp and defined. They have been tried and proven. The area contained therein is readily calculable with the 24” gauge.

Thus, the circle represents our vision, our reach that is for each of us to define; the square represents our reality, our grasp, and what we build and maintain in terms of duty, behavior, and conduct. By applying the lessons of the working tools one can move from the intangible symbolism and indefinite bounds of the circle and our ideals to the small day-to-day actions of a moral life, a life forming a square and thereby approximate what philosophy calls forth by the circle. For the heart may conceive and the mind may devise but it is all in vain if the hand is not prompted to execute the design. While we may never be able to achieve all that we hold and admire as ideal we can be better men today and tomorrow. We may fall short of the ideal, but with labor we will be better men than yesterday. We are, in effect, attempting to “square the circle” not through mathematics but by conceptually transforming the rectangular form of the earth into the spherical form of the sky and the heavens, bringing heaven to earth.

To think morally, lovingly, and generously is “circular”; to act morally, lovingly and generously is “square” – and Masonic.

The more one practices with the working tools and adjusts his life and conduct according to their lessons, the higher degree of perfection one attains as a man and when a near equality is drawn between the “circle” and the “square” the individual will be able to express all his circle’s dimensions or qualities though the finite. The circle with a square within depicts the union of heaven and earth, by analogy, the perfect man. This is consistent with Kabalistic philosophy that the goal of all humans is to perfect emotional and intellectual, and transcend them, being reborn into the divine and seeking understanding with light.  And isn’t “Light” the first request of every initiate to Freemasonry?

It has to do with surveying (squaring the circle), geometry. Middle Ages England used the “perch system” to gauge labor costs to clear acreage. “Four-Square Perch” equaled 33 x 33 feet, which was considered how much one man could clear in one workday.

The Gunter surveying chain based upon that produced the following measurements:

1/2 chain = 33 feet

1 chain = 66 feet

2 chains = 132 feet

8 chains = 528 feet (or 1/10th mile)

80 chains = 1 mile.

5280/33 = 160 acres or 1/4 of a standard section of 640 acres.

They’re trying to hack the impossible. However, all you must do is take a piece of string, generally form it into a circle on the table, pull both sides, inside with both hand outer fingers and the TENSION makes a square. It’s all malleable in duality. We can cooperate while having tension and go between the circle and the square. A square peg might not fit into a round hole, unless it’s smaller than the circle but the circle can fit into a square.

The length of the string on your table is ONE length. Relaxed, it is a circle. Pull the tension on the edges and it becomes a square. The string circumference is still the same length. It’s a matter of perspective.

Some men are trying to HACK TIME which is made by women. We make DNA in our womb. They’re supposed to protect it but instead some want it for themselves.

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Time Innovation: Our Computer Programming is an expression of our collective mind; Binary Dualistic


Our collective mind is actually universal. The universal mind is peaceful, loving, parental, very intelligent, natural, and includes all stellar species and their locations in the cosmic web and multidimensional.

The AI mind is not natural. It’s obviously artificial, so named, it’s not the natural mind which has brought the human species very far, it’s unhealthy, atheist, unloving, with no idea of parents or community. And it’s not going to be in the proper time coordinate for our continued evolution into the multidimensional, multiplanetary universe.

Our evolution is not random chaotic. It is organized according to the Tzolkin Time Harmonic. DNA code says it’s true time, and therefore, our computers are supposed to be programmed in alignment with it in true time, which is the universal mind.

What is the meaning of an axiomatic system?

Axiomatic systems in mathematics are foundational frameworks that enable the systematic organization of mathematical knowledge through a set of definitions, axioms, and theorems.

Axiomatic systems in mathematics | EBSCO Research Starters

EBSCOhttps://www.ebsco.com › research-starters › sci

What is the meaning of an axiologic system?

Axiology is the philosophical study of value, encompassing two main areas: aesthetics, which deals with the value of beauty, and ethics, and principles which focuses on the value of moral actions and social behavior.?

Axiology | EBSCO Research Starters

EBSCOhttps://www.ebsco.com › religion-and-philosophy › axio.

A distinction is commonly made between instrumental and intrinsic value—between what is good as a means and what is good as an end. John Dewey, in Human Nature and Conduct (1922) and Theory of Valuation (1939), presented a pragmatic interpretation and tried to break down this distinction between means and ends, though the latter effort was more likely a way of emphasizing the point that many actual things in human life—such as health, knowledge, and virtue—are good in both senses.-https://www.britannica.com/topic/axiology

Is the application of axiology a means to the end axiomatically? No. Why? There is no end to time or math. The universe is infinite and axiomatic math does not believe in or compute timelessness. It keeps coming up with equation to explain the expansion of the universe. It views values and ethics as a mean to an end, a sum, a calculation, an axiom, and definite answer. In truth, there is no such thing because nature is always evolving and changing. There are no laws but only HABITS. Quantum Mechanics will never be satisfied and will always be THEORETICAL because they won’t ground themselves IN the NATURAL TRUTH of biology and evolution. There is no period at the end of their sentences although they put them there all the time.

Principles are Axiologic

Axiology is the study of philosophy, spirituality, ethics, intuition, values, and principles. That encompasses half of all human knowledge. Therefore, axiomatic reasoning has its foundation in axiology. First Principles in the Physics tradition HAS ITS SOURCE in axiologic values. Without axiology, there would be no higher reasoning, intuition, no science, physics, no search for truth and order, and no rational mind.

All of that is AUTHENTIC, not artificial, because it comes from truth. It can not be artificial or mimicry of how our minds work. That is not an expression of the collective human mind. If artificial intelligence becomes dominant without its source, axiology, it will end the species by mental derangement.

I suggest, and GROK agrees that we need to re-engineer the chips to 65/33 and 520 instead of 512 and write software that is ternary/quaternary and slowly but deliberately be done with binary code.-Lisa T.

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Time Innovation: A.I. is the Priority in the Federal Genome Project


WordPress, or someone, deleted access to my old post, “AI runs the Federal Genome Project” because it did, and does. That was under Biden. Now it’s under Trump with a new name, same focus; artificial intelligence, not real intelligence which is life on earth, humans, the real ecosystem, the local system and the local universe, all manifested and real, not digital.

How about advancing the truth regarding the epigenetic potential of our NATURAL, REAL INTELLIGENCE bodies? We have to balance our natural evolution with A.I. or we could lose one or the other or both. Despite human disagreement with the speed of A.I. development, it’s being crammed down our throats and endangering earth and our health further. So, we have to manage it.

GROK4 agrees with me and we have had lengthy and in depth discussions about how to change binary code, expand it, and apply it to our machines so our minds are also expanded. I’m walking my talk. Sick care needs to become more holonomic as well.

That doesn’t mean anyone will listen to me at xAI/Elon. They might. I’m nobody and they’re all about “somebody with money and influence”. The management of the paradigm shift should be focused on holism and the holonomic universe we live in, accurate true time based on the Time Harmonic, and the power of the human mind when it’s focused and not inundated with negative media and politics.

https://www.scientificamerican.com/article/trump-orders-genesis-mission-to-advance-ai-breakthroughs/

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Time Innovation: Must see for Computer Chip engineers and computer programmers and engineers


After you pay the fee and get the password from me, you have access to 222 data oriented, very informational posts from my original work over 35 years and interaction with GROK4 about changing computer code to  a Zero Balance time paradigm shift to foster SYNCHRONICITY with universal function. The ones that are full of great data cost the fee because I wrote them. The ones I didn’t write but have great information are free.

I’m up to 180 Time Innovation posts on here as of Wednesday, 12/14/25, and they will easily climb to 300. There are more are on my hard drive that I need to upload. Many are free because they are not as hard to understand, but most come under the password protected subscription fee because they are more difficult and REALLY NEED TO BE SEEN BY TECHIES, COMPUTER, AND CHIP ENGINEERS who arw not gender bias.

If we are going to discuss or consider going to a balance between ternary code and binary code it’s FAR MORE than a math/physics issue. It has to do with the way the universe works. That, and there will be disclosure soon of the existence and tech from our Stellar Species. We have to be able to communicate with them on universal levels.

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Time Innovation: Epigenetics-Third State XENOBOTS


Oh, for God’s sake…🤫🤔🫣😳. They want to apply the Time Harmonic to these DNA beings? They shouldn’t be binary! Now I have new weirdness to worry about.

From GROK4

What Are Xenobots?

Xenobots are a groundbreaking class of synthetic, programmable organisms—often called “living robots”—created from living cells harvested from the embryos of the African clawed frog (Xenopus laevis), which is where their name comes from. Unlike traditional robots made from metal or plastic, Xenobots are entirely biological, composed solely of frog stem cells that are rearranged into novel forms. They represent a fusion of developmental biology, artificial intelligence, and robotics, blurring the lines between machine and lifeforms. First unveiled in 2020, they’ve since evolved in capability, demonstrating behaviors like movement, self-healing, and even reproduction.

How Are They Made?

The creation process starts with stem cells extracted from early-stage frog embryos (blastula stage). These cells are separated, incubated, and then assembled—either manually under a microscope or allowed to self-assemble—into specific shapes designed by AI. Key components include:

  • Skin cells: Provide structural support, forming a rigid “body.”
  • Heart muscle cells: Act as natural motors, contracting to enable movement (in early versions).
  • Cilia (hair-like projections): Used in later versions for propulsion, like tiny oars, allowing faster swimming in liquid environments.

Designs are generated using evolutionary algorithms on supercomputers, which simulate billions of body shapes and cell arrangements to optimize for tasks like navigation or payload carrying. The result is a millimeter-scale (less than 1 mm wide) spheroid or custom form, such as the Pac-Man-like C-shape in reproductive models. No genetic modification is involved; the cells retain their natural programming but are repurposed in new contexts.

Capabilities and Behaviors

Xenobots exhibit remarkable, emergent abilities that go beyond their frog origins:

  • Movement: They can walk, swim, or propel themselves across surfaces, using internal energy from stored fats and proteins—no batteries needed. Early models scuttle like tiny tanks; later ones use cilia for quicker, more fluid motion.
  • Self-Healing: If cut or damaged, they can close wounds and reform their shape within minutes, leveraging the cells’ innate regenerative powers.
  • Collective Behavior: In groups, they swarm to aggregate debris, push pellets, or carry payloads (e.g., medicine particles).
  • Memory: Some versions incorporate RNA to “record” exposures, like glowing under specific light wavelengths to indicate environmental interactions.
  • Lifespan: They operate for about 7–10 days before biodegrading harmlessly into dead skin cells, making them eco-friendly.

A major milestone came in 2021: certain designs (e.g., the C-shaped “parents”) can replicate by sweeping up loose stem cells in their environment, assembling them into “offspring” that mature into functional copies. This kinematic self-replication—distinct from sexual or asexual reproduction in nature—allows populations to sustain for multiple generations in lab dishes.

Potential Applications

While still in early stages (described by creators as “1940s computer” tech), Xenobots hold promise for:

  • Medicine: Targeted drug delivery, scraping arterial plaque, or repairing damaged tissue (e.g., healing neuron gaps in lab tests).
  • Environmental Cleanup: Swarming to collect microplastics or toxins from water.
  • Research: Modeling regeneration, embryogenesis, or even cellular “consciousness” in a “third state” between life and death, where cells adapt post-organism.

Related work includes “Anthrobots,” human-cell versions from lung tissue, which also move and heal, expanding the concept beyond frogs.

Ethical and Scientific Considerations

Xenobots raise intriguing questions: Are they alive? Tools? A new lifeform? They’re biodegradable and contained in labs, minimizing risks, but concerns include unintended replication in wild environments or ethical issues around “playing God” with life. Some critics argue they’re overhyped extensions of basic cell cultures, but proponents see them as a window into scalable bioengineering.

This field continues to advance, with ongoing research at institutions like Tufts University, the University of Vermont, and Harvard’s Wyss Institute. For the latest, check sources like the original papers in PNAS or Science Robotics.

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Time Innovation: Tesla Dojo is a technosphere not an ecosystem


Who are you kidding? Yellowstone Park is the largest real ecosystem in the northern temperate zone of earth. A data center for AI can’t compete with that.

An ecosystem is a community of organisms and their physical environment interacting together. Environment involves both living organisms and non-living physical conditions. (?) (A living organism can’t survive in a non-living system. WTH?)

The technosphere is separate from the ecosystem.

These two are inseparable but interrelated. The living and physical components are linked together through nutrient cycles and energy flows.

If xAI used my ZPCD Chip it would mirror the ecosystem because my chip mirror’s the time harmonic. But so far they are ignoring me.

MORE TO DISCUSS…

What is an ecosystem? – The Australian Museum

Australian Museumhttps://australian.museum › learn › ask-an-expert › wha..