Stay Ahead, Stay ONMINE

Six wild ideas for perpetuating your mind

Have you ever thought about what makes you you? Science assures us it has everything to do with the three-pound organ between our ears, with its billions of neurons and trillions of delicate connections. But it’s a lot trickier to explain why we have a sense of self-awareness or to pin down precisely where that first memory of Mommy actually resides. As we age, we forget most of what we’ve experienced, yet there’s still undeniable continuity: At 30, or 50, or 70, you will still be you. To preserve that elusive continuity of self, some far-thinking technologists are working on ways to keep your brain going—even beyond death. Let’s call them the “mind savers.” They’re exploring everything from freezing brains in liquid nitrogen to augmenting living ones to uploading our memories to the cloud. Here, we look at six possible paths for keeping your mind going, how feasible they’d be, and what benefits the ­present-day research might bring—even if cognitive immortality doesn’t pan out. Head transplant .cst-large, .cst-default { width: 100%; } @media (max-width: 767px) { .cst-block { overflow-x: hidden; } } @media (min-width: 630px) { .cst-large { margin-left: -25%; width: 150%; } @media (min-width: 960px) { .cst-large { margin-left: -16.666666666666664%; width: 140.26%; } } @media (min-width: 1312px) { .cst-large { width: 145.13%; } } } hr { border: 0; height: 1px; margin: 2px 0; background-color: #333; } hr.solid { background-color: #333; height:5px; margin: 1rem 0; } .stats { padding: 1rem .25rem; } .field-label { font-family: “TR Mono”, san-serif; font-size: 0.85rem; font-weight: 700; text-transform: uppercase; letter-spacing: 0.05em; color: #555; margin-bottom: 6px; } .field-value { font-family: “NeueHaas”, Arial, san-serif; font-size: 1rem; font-weight: 500; color: #555; } Goal An entirely new body Key Tech Required Spinal-cord fusion Status Mired in technical and ethical issues .cst-large, .cst-default { width: 100%; } @media (max-width: 767px) { .cst-block { overflow-x: hidden; } } @media (min-width: 630px) { .cst-large { margin-left: -25%; width: 150%; } @media (min-width: 960px) { .cst-large { margin-left: -16.666666666666664%; width: 140.26%; } } @media (min-width: 1312px) { .cst-large { width: 145.13%; } } } .drop-cap-paragraph { font-family: Independent, serif; font-size: 1.125rem; line-height: 1.5; color: #111; } .drop-cap { float: left; background-color: #c0d836; color: #000; /* Font sizing */ font-family: TR Mono, sans-serif; font-size: 2.7rem; font-weight: bold; /* Box sizing in ems so the box scales with the letter size */ width: 1.8em; height: 1.8em; /* Centering the character in the box */ display: flex; align-items: center; justify-content: center; /* Margins relative to body text size */ margin-right: 0.4em; } In 1970, the neurosurgeon Robert White removed the head of a rhesus monkey and transplanted it onto the body of another. The patched-together primate lived several hours before succumbing to its injuries. White, a professor at Case Western Reserve University, tried the surgery several times. Remarkably, the reattached heads could move their eyes and mouths, but because he’d severed the monkeys’ spinal cords, those heads never gained control of their new bodies. White’s experiments have been a source of grim fascination ever since. But to a few neuroscientists they’re inspiration, suggesting that one day a human head transplant—or, as some call it, a body transplant—could succeed.  The idea’s main proponent is Sergio Canavero, a controversial Italian surgeon who, 10 years ago, even claimed he’d found a volunteer in Valery Spiridinov, a computer programmer suffering from a degenerative muscle disease. Spiridinov initially agreed to have his head transferred to the body of a brain-dead donor in China, but he later bowed out of the plan and instead got married. And that might be just as well. Critics say the procedure would be more like murder than medicine. Or, best-case scenario: Volunteers would be left paralyzed and in need of a ventilator for life.  Canavero says that’s not necessarily true. He claims people’s views on the operation will change once they accept that reconnecting severed spinal cords is already possible. He pointed MIT Technology Review to a research article from this past summer that he coauthored with surgeons at Moscow’s Sklifosovsky Research and Clinical Institute for Emergency Medicine. The team cut through the spinal cords of three pigs at a point midway along their backs and then tested whether the severed nerve bodies could be fused back together using a surgical sealant. According to that paper, which appeared in the journal PLOS One, all the pigs regained the ability to stand and even walk unsteadily. Does that mean a head could be attached to a new body and then actually control it? Mainstream researchers aren’t convinced. Grégoire Courtine, a spinal rehabilitation specialist at the École Polytechnique Fédérale de Lausanne in Switzerland, says he’s been following Canavero’s claims “with little respect” and thinks that we should “pay zero attention.” “There is no technology … capable of such a crazy idea,” Courtine wrote in an email. Mindclones .cst-large, .cst-default { width: 100%; } @media (max-width: 767px) { .cst-block { overflow-x: hidden; } } @media (min-width: 630px) { .cst-large { margin-left: -25%; width: 150%; } @media (min-width: 960px) { .cst-large { margin-left: -16.666666666666664%; width: 140.26%; } } @media (min-width: 1312px) { .cst-large { width: 145.13%; } } } hr { border: 0; height: 1px; margin: 2px 0; background-color: #333; } hr.solid { background-color: #333; height:5px; margin: 1rem 0; } .stats { padding: 1rem .25rem; } .field-label { font-family: “TR Mono”, san-serif; font-size: 0.85rem; font-weight: 700; text-transform: uppercase; letter-spacing: 0.05em; color: #555; margin-bottom: 6px; } .field-value { font-family: “NeueHaas”, Arial, san-serif; font-size: 1rem; font-weight: 500; color: #555; } Goal Conscious software avatars Key Tech Required Artificial intelligence Status Available in unconscious formats .cst-large, .cst-default { width: 100%; } @media (max-width: 767px) { .cst-block { overflow-x: hidden; } } @media (min-width: 630px) { .cst-large { margin-left: -25%; width: 150%; } @media (min-width: 960px) { .cst-large { margin-left: -16.666666666666664%; width: 140.26%; } } @media (min-width: 1312px) { .cst-large { width: 145.13%; } } } .drop-cap-paragraph { font-family: Independent, serif; font-size: 1.125rem; line-height: 1.5; color: #111; } .drop-cap { float: left; background-color: #c0d836; color: #000; /* Font sizing */ font-family: TR Mono, sans-serif; font-size: 2.7rem; font-weight: bold; /* Box sizing in ems so the box scales with the letter size */ width: 1.8em; height: 1.8em; /* Centering the character in the box */ display: flex; align-items: center; justify-content: center; /* Margins relative to body text size */ margin-right: 0.4em; } In her 2014 book Virtually Human: The Promise—and the Peril—of Digital Immor­tality, the futurist and biotech executive Martine Rothblatt put forward an argument for what she called “mindclones.” People would upload their diaries, recordings, social media histories, and other personal data into a digital filing cabinet. Then, via software she termed “mindware,” they would create realistic digital avatars of themselves. In Rothblatt’s view, as technology advanced, mindclones would inevitably be considered conscious and even “afforded human rights” after passing psychological screening. Just 12 years after the book came out, artificial-intelligence technology has already brought some of her predictions to “life,” so to speak. Services such as StoryFile, Afterlife AI, and Synthesia allow users to upload their personal information and likeness in order to produce either conversational bots that share their memories or video talking heads that sound (and look) exactly like them. Influencers now let their “AI clones” do their work on TikTok, and some people are even building avatars of their aging parents in order to preserve their personalities. While this mimicry can produce comical results, unhealthy attachments, or uncanny vibes, the increasing realism of generative AI invites people to emotionally accept the avatars as real beings. That was the case when Rothblatt appeared as a digital avatar during a 2025 event held by the UCLA Department of Communication called “The Bridge to Humanizing AI.” Her copy, named Marvatar, was projected on a screen, led the discussions, and talked with the meatspace Rothblatt as an equal, at one point saying, “The dance isn’t about who leads, but how we move together.” According to the university, attendees were “visibly moved” and wept “with wonder” at Rothblatt’s vision of digital equality. What’s still missing from Rothblatt’s mindclone prediction is evidence that these avatars have—or ever will have—any kind of true self-awareness. (We asked ChatGPT if it’s conscious, and it answered, “Probably not.”) But all that remains a gray zone. Neuroscientists don’t have a clear definition of consciousness, much less a diagnostic test they could apply to an avatar.  Instead, what if the final determination is in the eye of the beholder? Your digital clone might not be you. But at some point it might be good enough for me.  Brain in a jar .cst-large, .cst-default { width: 100%; } @media (max-width: 767px) { .cst-block { overflow-x: hidden; } } @media (min-width: 630px) { .cst-large { margin-left: -25%; width: 150%; } @media (min-width: 960px) { .cst-large { margin-left: -16.666666666666664%; width: 140.26%; } } @media (min-width: 1312px) { .cst-large { width: 145.13%; } } } hr { border: 0; height: 1px; margin: 2px 0; background-color: #333; } hr.solid { background-color: #333; height:5px; margin: 1rem 0; } .stats { padding: 1rem .25rem; } .field-label { font-family: “TR Mono”, san-serif; font-size: 0.85rem; font-weight: 700; text-transform: uppercase; letter-spacing: 0.05em; color: #555; margin-bottom: 6px; } .field-value { font-family: “NeueHaas”, Arial, san-serif; font-size: 1rem; font-weight: 500; color: #555; } Goal Disembodied brains Key Tech Required Life-support perfusion Status Jars, yes—alive, not so much .cst-large, .cst-default { width: 100%; } @media (max-width: 767px) { .cst-block { overflow-x: hidden; } } @media (min-width: 630px) { .cst-large { margin-left: -25%; width: 150%; } @media (min-width: 960px) { .cst-large { margin-left: -16.666666666666664%; width: 140.26%; } } @media (min-width: 1312px) { .cst-large { width: 145.13%; } } } .drop-cap-paragraph { font-family: Independent, serif; font-size: 1.125rem; line-height: 1.5; color: #111; } .drop-cap { float: left; background-color: #c0d836; color: #000; /* Font sizing */ font-family: TR Mono, sans-serif; font-size: 2.7rem; font-weight: bold; /* Box sizing in ems so the box scales with the letter size */ width: 1.8em; height: 1.8em; /* Centering the character in the box */ display: flex; align-items: center; justify-content: center; /* Margins relative to body text size */ margin-right: 0.4em; } In the 1983 comedy The Man with Two Brains, Steve Martin plays a scientist who falls in love with a brain that he keeps alive in a jar filled with a fictional life-sustaining fluid and that talks to him via telepathy. So, campy sci-fi film lovers that we are, it got our attention last year when a company called Bexorg started showing journalists actual human brains in vats, which it has been acquiring from organ donors soon after death and then “rebooting” by infusing them with oxygen-rich artificial blood. The company claims these “physiologically intact human brains” will be more useful than animals for drug testing and safer than trying experiments on living volunteers. Add an Alzheimer’s compound to one of these disembodied brains and researchers can then measure exactly what the drug does inside the organ. Bexorg’s CEO, Zvonimir Vrselja, is “sure” that some people would like to restore consciousness to out-of-body brains, but he’s tried to douse such speculation. While they are metabolically active, the company says, the brains have lost all coordinated electrical activity. That means they aren’t conscious—although, just to make sure, the neuroscientists running the experiments add the strong anesthetic propofol to the tissues.  What’s more, right now a brain can be kept “alive” outside the body for only about 24 hours. That wouldn’t be much of a second life. Still, efforts are underway to improve the life-support systems. Bexorg says it hopes to eventually keep its brains going for two weeks. Gradual brain replacement .cst-large, .cst-default { width: 100%; } @media (max-width: 767px) { .cst-block { overflow-x: hidden; } } @media (min-width: 630px) { .cst-large { margin-left: -25%; width: 150%; } @media (min-width: 960px) { .cst-large { margin-left: -16.666666666666664%; width: 140.26%; } } @media (min-width: 1312px) { .cst-large { width: 145.13%; } } } hr { border: 0; height: 1px; margin: 2px 0; background-color: #333; } hr.solid { background-color: #333; height:5px; margin: 1rem 0; } .stats { padding: 1rem .25rem; } .field-label { font-family: “TR Mono”, san-serif; font-size: 0.85rem; font-weight: 700; text-transform: uppercase; letter-spacing: 0.05em; color: #555; margin-bottom: 6px; } .field-value { font-family: “NeueHaas”, Arial, san-serif; font-size: 1rem; font-weight: 500; color: #555; } Goal Extreme life extension Key Tech Required Lab-grown cortical tissue Status Now funded by your tax dollars .cst-large, .cst-default { width: 100%; } @media (max-width: 767px) { .cst-block { overflow-x: hidden; } } @media (min-width: 630px) { .cst-large { margin-left: -25%; width: 150%; } @media (min-width: 960px) { .cst-large { margin-left: -16.666666666666664%; width: 140.26%; } } @media (min-width: 1312px) { .cst-large { width: 145.13%; } } } .drop-cap-paragraph { font-family: Independent, serif; font-size: 1.125rem; line-height: 1.5; color: #111; } .drop-cap { float: left; background-color: #c0d836; color: #000; /* Font sizing */ font-family: TR Mono, sans-serif; font-size: 2.7rem; font-weight: bold; /* Box sizing in ems so the box scales with the letter size */ width: 1.8em; height: 1.8em; /* Centering the character in the box */ display: flex; align-items: center; justify-content: center; /* Margins relative to body text size */ margin-right: 0.4em; } How would you like to replace your brain, little by little? The process would go slowly enough to avoid your notice, but quickly enough to undo the inevitable damage that aging brings. In 2026, this wild idea got a massive endorsement from the US government when ARPA-H, a health agency that backs high-risk projects, committed up to $175 million to a program it calls FRONT, for “functional repair of neocortical tissue.” On paper, the goal is to manufacture tissue to graft into the brains of stroke victims, reversing damage and restoring function. Less officially, the project’s existence is a surprise coup for an extreme plan to defeat aging advanced by Jean Hébert, the neuroscientist leading the program, who argued in his 2020 book, Replacing Aging, that we can live longer by replacing our aging brain cells with young ones. We don’t want to lose our identities. That’s why—according to Hébert—it would have to happen gradually, in small chunks, so our brains would have time to adapt to the new tissue. Scientists who applied for the program say Hébert insisted on a very specific technological approach. While most researchers engineer individual cell types, ARPA-H asked for complex chunks of young, functional cortex—more or less like what you’d find in a developing fetus. “He wanted to create essentially an embryonic form of cortex that he thought you could somehow graft into an adult brain,” says Marius Wernig, a Stanford University stem-cell researcher who applied. Skeptics say it’s unknown whether replacement brain chunks will ever properly function as part of your brain—say, by taking over memories. What’s more, it’s still unclear how to manufacture youthful cortex, or what ARPA-H calls “neocortical precursor tissue,” in the lab. One idea is to employ the latest advances in brain organoids. Imagine, if you will, a human cortex grown in a lab dish without a body.  We know that the agency has an aggressive timeline: Over the course of five years, it wants researchers to lay the foundation for the first human tests of replacement cortex. The aim, it says, is to “take the ‘permanent’ out of brain damage.” And maybe out of old age, too.  Brain upload .cst-large, .cst-default { width: 100%; } @media (max-width: 767px) { .cst-block { overflow-x: hidden; } } @media (min-width: 630px) { .cst-large { margin-left: -25%; width: 150%; } @media (min-width: 960px) { .cst-large { margin-left: -16.666666666666664%; width: 140.26%; } } @media (min-width: 1312px) { .cst-large { width: 145.13%; } } } hr { border: 0; height: 1px; margin: 2px 0; background-color: #333; } .stats { padding: 1rem .25rem; } .field-label { font-family: “TR Mono”, san-serif; font-size: 0.85rem; font-weight: 700; text-transform: uppercase; letter-spacing: 0.05em; color: #555; margin-bottom: 6px; } .field-value { font-family: “NeueHaas”, Arial, san-serif; font-size: 1rem; font-weight: 500; color: #555; } Goal Whole-brain emulation Key Tech Required Connectome maps Status Give it another century .cst-large, .cst-default { width: 100%; } @media (max-width: 767px) { .cst-block { overflow-x: hidden; } } @media (min-width: 630px) { .cst-large { margin-left: -25%; width: 150%; } @media (min-width: 960px) { .cst-large { margin-left: -16.666666666666664%; width: 140.26%; } } @media (min-width: 1312px) { .cst-large { width: 145.13%; } } } .drop-cap-paragraph { font-family: Independent, serif; font-size: 1.125rem; line-height: 1.5; color: #111; } .drop-cap { float: left; background-color: #c0d836; color: #000; /* Font sizing */ font-family: TR Mono, sans-serif; font-size: 2.7rem; font-weight: bold; /* Box sizing in ems so the box scales with the letter size */ width: 1.8em; height: 1.8em; /* Centering the character in the box */ display: flex; align-items: center; justify-content: center; /* Margins relative to body text size */ margin-right: 0.4em; } a { text-decoration: underline; } You are your connectome.” That’s the famous hypothesis of the Princeton neuroscientist Sebastian Seung. It states that memory and identity reside in the brain’s impossibly complex network of hundreds of trillions of synapses—delicate junctions between neurons.  Scientists are already mapping this wiring in simpler animals. Two years ago, Seung took part in analyzing a fly brain that had been cut into paper-thin sheets and imaged with an electron microscope. Then he and his colleagues used image-analysis software to trace 139,255 neurons and about 55 million synapses. The fly map could lead to energy-efficient software that computes the way real brains do, Seung says.   Others believe the ultimate outcome of “connectomics” research  will be what’s called “whole-brain emulation,” or sometimes just “uploading.” It’s the idea, popular in some quarters of Silicon Valley, that a simulation created from a sliced-up brain could become so detailed that it would reproduce not only a generic intelligence but a particular one, like yours—complete with memories and opinions, and able to live again in a data server somewhere.  Setting aside the question of whether a simulation would really be you, everyone agrees that this technology isn’t coming in time for those of us alive today. A survey of 312 neuroscientists, published in 2025 in PLOS One, estimated that human whole-brain emulation wouldn’t happen before 2125. That long and unpredictable tech horizon helps explain why two US companies, Nectome and Sparks Brain Preservation, are offering to preserve human brains (or bodies) today by infusing them with the same potent chemicals used to “fix” the brains of fruit flies for connectome mapping. The idea: If the fine details of a brain’s structure can be preserved, one day in the far future it might be reanimated.  But there’s a startling twist. Because brain tissue needs to be preserved quickly after a person’s death, both companies say they want to work with people taking advantage of medical aid in dying, now legal in 13 states and Washington, DC. In that procedure, doctors supply a lethal dose of drugs, but it’s the patient—someone with a terminal prognosis—who pushes the plunger. For a fee, the companies say, they can have a preservation team at the ready. So far, the service is not popular. The companies each say they are still awaiting their first aid-in-dying customer.  Synthetic neocortex .cst-large, .cst-default { width: 100%; } @media (max-width: 767px) { .cst-block { overflow-x: hidden; } } @media (min-width: 630px) { .cst-large { margin-left: -25%; width: 150%; } @media (min-width: 960px) { .cst-large { margin-left: -16.666666666666664%; width: 140.26%; } } @media (min-width: 1312px) { .cst-large { width: 145.13%; } } } hr { border: 0; height: 1px; margin: 2px 0; background-color: #333; } hr.solid { background-color: #333; height:5px; margin: 1rem 0; } .stats { padding: 1rem .25rem; } .field-label { font-family: “TR Mono”, san-serif; font-size: 0.85rem; font-weight: 700; text-transform: uppercase; letter-spacing: 0.05em; color: #555; margin-bottom: 6px; } .field-value { font-family: “NeueHaas”, Arial, san-serif; font-size: 1rem; font-weight: 500; color: #555; } Goal An extra brain Key Tech Required Bio-hybrid interfaces Status Stealth mode .cst-large, .cst-default { width: 100%; } @media (max-width: 767px) { .cst-block { overflow-x: hidden; } } @media (min-width: 630px) { .cst-large { margin-left: -25%; width: 150%; } @media (min-width: 960px) { .cst-large { margin-left: -16.666666666666664%; width: 140.26%; } } @media (min-width: 1312px) { .cst-large { width: 145.13%; } } } .drop-cap-paragraph { font-family: Independent, serif; font-size: 1.125rem; line-height: 1.5; color: #111; } .drop-cap { float: left; background-color: #c0d836; color: #000; /* Font sizing */ font-family: TR Mono, sans-serif; font-size: 2.7rem; font-weight: bold; /* Box sizing in ems so the box scales with the letter size */ width: 1.8em; height: 1.8em; /* Centering the character in the box */ display: flex; align-items: center; justify-content: center; /* Margins relative to body text size */ margin-right: 0.4em; } The futurist Ray Kurzweil likes to say evolution’s key innovation was the creation of the neocortex—the thin extra sheet on the outermost portion of the brain, where we humans do math and recognize patterns. And he’s predicted what the next evolutionary jump could be. Someday, he says, advanced nanobots will wire up our brain cells to a “synthetic neocortex” in the cloud. That’s right: an extra brain. Recently, we’ve seen inklings of how this might come to pass. In 2024, Science Corporation, in California, unveiled a “biohybrid” brain-computer interface featuring nerve cells grown on a digital chip. Placed on an animal’s brain, these cells sent out long, thin axons that integrated with the animal’s own neurons. The result: two-way communication from computer to brain, in the brain’s language. The technology could permit new types of medicine, like an implant that directs brain cells to produce dopamine and thereby treat Parkinson’s. But Max Hodak, the company’s CEO, says it also might count as a new brain part, which he likens to a “big, externalized cranial nerve.”  Such a device could serve as the connector to Kurzweil’s computerized neocortex in the cloud, giving a living person unlimited extra processing power. Still other entrepreneurs believe if you kept adding biohybrid components to a brain, eventually you could morph it into an immortal machine.  Daniel Burger, founder of the venture-­funded stealth startup Eightsix Science (its name refers to the 86 billion neurons in a human brain), says this dream could require mixing several of the brain-saving techniques on this list. He thinks we might need brains in vats, affording neuro-­engineers easy access, so they can gradually replace brain parts with biohybrid neural grafts.  The ultimate goal is to migrate your mind into your extra, engineered brain, without ever breaking the continuity of self. “It’s not the typical ‘scan, store, simulate,’” says Burger. “I don’t think simulations will be conscious.” He adds, “We’re saying it’s going to be way more complicated, and it’s probably going to look like gradual brain replacement into a hardware brain.” Once your mind is hardware, you won’t need a biological body. Instead, you could take up residence in a data center somewhere and perhaps even have backups distributed around the globe. “From that point on,” Burger acknowledges, “stuff becomes really crazy.”

Have you ever thought about what makes you you? Science assures us it has everything to do with the three-pound organ between our ears, with its billions of neurons and trillions of delicate connections. But it’s a lot trickier to explain why we have a sense of self-awareness or to pin down precisely where that first memory of Mommy actually resides. As we age, we forget most of what we’ve experienced, yet there’s still undeniable continuity: At 30, or 50, or 70, you will still be you.

To preserve that elusive continuity of self, some far-thinking technologists are working on ways to keep your brain going—even beyond death. Let’s call them the “mind savers.” They’re exploring everything from freezing brains in liquid nitrogen to augmenting living ones to uploading our memories to the cloud. Here, we look at six possible paths for keeping your mind going, how feasible they’d be, and what benefits the ­present-day research might bring—even if cognitive immortality doesn’t pan out.

Head transplant

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Goal


An entirely new body

Key Tech Required


Spinal-cord fusion

Status


Mired in technical and ethical issues

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In 1970, the neurosurgeon Robert White removed the head of a rhesus monkey and transplanted it onto the body of another. The patched-together primate lived several hours before succumbing to its injuries. White, a professor at Case Western Reserve University, tried the surgery several times. Remarkably, the reattached heads could move their eyes and mouths, but because he’d severed the monkeys’ spinal cords, those heads never gained control of their new bodies.

White’s experiments have been a source of grim fascination ever since. But to a few neuroscientists they’re inspiration, suggesting that one day a human head transplant—or, as some call it, a body transplant—could succeed. 

The idea’s main proponent is Sergio Canavero, a controversial Italian surgeon who, 10 years ago, even claimed he’d found a volunteer in Valery Spiridinov, a computer programmer suffering from a degenerative muscle disease. Spiridinov initially agreed to have his head transferred to the body of a brain-dead donor in China, but he later bowed out of the plan and instead got married. And that might be just as well. Critics say the procedure would be more like murder than medicine. Or, best-case scenario: Volunteers would be left paralyzed and in need of a ventilator for life. 

Canavero says that’s not necessarily true. He claims people’s views on the operation will change once they accept that reconnecting severed spinal cords is already possible. He pointed MIT Technology Review to a research article from this past summer that he coauthored with surgeons at Moscow’s Sklifosovsky Research and Clinical Institute for Emergency Medicine. The team cut through the spinal cords of three pigs at a point midway along their backs and then tested whether the severed nerve bodies could be fused back together using a surgical sealant. According to that paper, which appeared in the journal PLOS One, all the pigs regained the ability to stand and even walk unsteadily.

Does that mean a head could be attached to a new body and then actually control it? Mainstream researchers aren’t convinced. Grégoire Courtine, a spinal rehabilitation specialist at the École Polytechnique Fédérale de Lausanne in Switzerland, says he’s been following Canavero’s claims “with little respect” and thinks that we should “pay zero attention.”

“There is no technology … capable of such a crazy idea,” Courtine wrote in an email.

Mindclones

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Goal


Conscious software avatars

Key Tech Required


Artificial intelligence

Status


Available in unconscious formats

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In her 2014 book Virtually Human: The Promise—and the Peril—of Digital Immor­tality, the futurist and biotech executive Martine Rothblatt put forward an argument for what she called “mindclones.” People would upload their diaries, recordings, social media histories, and other personal data into a digital filing cabinet. Then, via software she termed “mindware,” they would create realistic digital avatars of themselves. In Rothblatt’s view, as technology advanced, mindclones would inevitably be considered conscious and even “afforded human rights” after passing psychological screening.

Just 12 years after the book came out, artificial-intelligence technology has already brought some of her predictions to “life,” so to speak. Services such as StoryFile, Afterlife AI, and Synthesia allow users to upload their personal information and likeness in order to produce either conversational bots that share their memories or video talking heads that sound (and look) exactly like them. Influencers now let their “AI clones” do their work on TikTok, and some people are even building avatars of their aging parents in order to preserve their personalities.

While this mimicry can produce comical results, unhealthy attachments, or uncanny vibes, the increasing realism of generative AI invites people to emotionally accept the avatars as real beings. That was the case when Rothblatt appeared as a digital avatar during a 2025 event held by the UCLA Department of Communication called “The Bridge to Humanizing AI.”

Her copy, named Marvatar, was projected on a screen, led the discussions, and talked with the meatspace Rothblatt as an equal, at one point saying, “The dance isn’t about who leads, but how we move together.” According to the university, attendees were “visibly moved” and wept “with wonder” at Rothblatt’s vision of digital equality.

What’s still missing from Rothblatt’s mindclone prediction is evidence that these avatars have—or ever will have—any kind of true self-awareness. (We asked ChatGPT if it’s conscious, and it answered, “Probably not.”) But all that remains a gray zone. Neuroscientists don’t have a clear definition of consciousness, much less a diagnostic test they could apply to an avatar. 

Instead, what if the final determination is in the eye of the beholder? Your digital clone might not be you. But at some point it might be good enough for me. 

Brain in a jar

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Goal


Disembodied brains

Key Tech Required


Life-support perfusion

Status


Jars, yes—alive, not so much

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In the 1983 comedy The Man with Two Brains, Steve Martin plays a scientist who falls in love with a brain that he keeps alive in a jar filled with a fictional life-sustaining fluid and that talks to him via telepathy.

So, campy sci-fi film lovers that we are, it got our attention last year when a company called Bexorg started showing journalists actual human brains in vats, which it has been acquiring from organ donors soon after death and then “rebooting” by infusing them with oxygen-rich artificial blood.

The company claims these “physiologically intact human brains” will be more useful than animals for drug testing and safer than trying experiments on living volunteers. Add an Alzheimer’s compound to one of these disembodied brains and researchers can then measure exactly what the drug does inside the organ.

Bexorg’s CEO, Zvonimir Vrselja, is “sure” that some people would like to restore consciousness to out-of-body brains, but he’s tried to douse such speculation. While they are metabolically active, the company says, the brains have lost all coordinated electrical activity. That means they aren’t conscious—although, just to make sure, the neuroscientists running the experiments add the strong anesthetic propofol to the tissues. 

What’s more, right now a brain can be kept “alive” outside the body for only about 24 hours. That wouldn’t be much of a second life. Still, efforts are underway to improve the life-support systems. Bexorg says it hopes to eventually keep its brains going for two weeks.

Gradual brain replacement

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Goal


Extreme life extension

Key Tech Required


Lab-grown cortical tissue

Status


Now funded by your tax dollars

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How would you like to replace your brain, little by little? The process would go slowly enough to avoid your notice, but quickly enough to undo the inevitable damage that aging brings. In 2026, this wild idea got a massive endorsement from the US government when ARPA-H, a health agency that backs high-risk projects, committed up to $175 million to a program it calls FRONT, for “functional repair of neocortical tissue.”

On paper, the goal is to manufacture tissue to graft into the brains of stroke victims, reversing damage and restoring function. Less officially, the project’s existence is a surprise coup for an extreme plan to defeat aging advanced by Jean Hébert, the neuroscientist leading the program, who argued in his 2020 book, Replacing Aging, that we can live longer by replacing our aging brain cells with young ones.

We don’t want to lose our identities. That’s why—according to Hébert—it would have to happen gradually, in small chunks, so our brains would have time to adapt to the new tissue.

Scientists who applied for the program say Hébert insisted on a very specific technological approach. While most researchers engineer individual cell types, ARPA-H asked for complex chunks of young, functional cortex—more or less like what you’d find in a developing fetus. “He wanted to create essentially an embryonic form of cortex that he thought you could somehow graft into an adult brain,” says Marius Wernig, a Stanford University stem-cell researcher who applied.

Skeptics say it’s unknown whether replacement brain chunks will ever properly function as part of your brain—say, by taking over memories. What’s more, it’s still unclear how to manufacture youthful cortex, or what ARPA-H calls “neocortical precursor tissue,” in the lab. One idea is to employ the latest advances in brain organoids. Imagine, if you will, a human cortex grown in a lab dish without a body. 

We know that the agency has an aggressive timeline: Over the course of five years, it wants researchers to lay the foundation for the first human tests of replacement cortex. The aim, it says, is to “take the ‘permanent’ out of brain damage.” And maybe out of old age, too. 

Brain upload

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Goal


Whole-brain emulation

Key Tech Required


Connectome maps

Status


Give it another century

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You are your connectome.” That’s the famous hypothesis of the Princeton neuroscientist Sebastian Seung. It states that memory and identity reside in the brain’s impossibly complex network of hundreds of trillions of synapses—delicate junctions between neurons. 

Scientists are already mapping this wiring in simpler animals. Two years ago, Seung took part in analyzing a fly brain that had been cut into paper-thin sheets and imaged with an electron microscope. Then he and his colleagues used image-analysis software to trace 139,255 neurons and about 55 million synapses. The fly map could lead to energy-efficient software that computes the way real brains do, Seung says. 

 Others believe the ultimate outcome of “connectomics” research  will be what’s called “whole-brain emulation,” or sometimes just “uploading.” It’s the idea, popular in some quarters of Silicon Valley, that a simulation created from a sliced-up brain could become so detailed that it would reproduce not only a generic intelligence but a particular one, like yours—complete with memories and opinions, and able to live again in a data server somewhere. 

Setting aside the question of whether a simulation would really be you, everyone agrees that this technology isn’t coming in time for those of us alive today. A survey of 312 neuroscientists, published in 2025 in PLOS One, estimated that human whole-brain emulation wouldn’t happen before 2125.

That long and unpredictable tech horizon helps explain why two US companies, Nectome and Sparks Brain Preservation, are offering to preserve human brains (or bodies) today by infusing them with the same potent chemicals used to “fix” the brains of fruit flies for connectome mapping. The idea: If the fine details of a brain’s structure can be preserved, one day in the far future it might be reanimated. 

But there’s a startling twist. Because brain tissue needs to be preserved quickly after a person’s death, both companies say they want to work with people taking advantage of medical aid in dying, now legal in 13 states and Washington, DC. In that procedure, doctors supply a lethal dose of drugs, but it’s the patient—someone with a terminal prognosis—who pushes the plunger. For a fee, the companies say, they can have a preservation team at the ready. So far, the service is not popular. The companies each say they are still awaiting their first aid-in-dying customer. 

Synthetic neocortex

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Goal


An extra brain

Key Tech Required


Bio-hybrid interfaces

Status


Stealth mode

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The futurist Ray Kurzweil likes to say evolution’s key innovation was the creation of the neocortex—the thin extra sheet on the outermost portion of the brain, where we humans do math and recognize patterns. And he’s predicted what the next evolutionary jump could be. Someday, he says, advanced nanobots will wire up our brain cells to a “synthetic neocortex” in the cloud.

That’s right: an extra brain.

Recently, we’ve seen inklings of how this might come to pass. In 2024, Science Corporation, in California, unveiled a “biohybrid” brain-computer interface featuring nerve cells grown on a digital chip. Placed on an animal’s brain, these cells sent out long, thin axons that integrated with the animal’s own neurons. The result: two-way communication from computer to brain, in the brain’s language.

The technology could permit new types of medicine, like an implant that directs brain cells to produce dopamine and thereby treat Parkinson’s. But Max Hodak, the company’s CEO, says it also might count as a new brain part, which he likens to a “big, externalized cranial nerve.” 

Such a device could serve as the connector to Kurzweil’s computerized neocortex in the cloud, giving a living person unlimited extra processing power. Still other entrepreneurs believe if you kept adding biohybrid components to a brain, eventually you could morph it into an immortal machine. 

Daniel Burger, founder of the venture-­funded stealth startup Eightsix Science (its name refers to the 86 billion neurons in a human brain), says this dream could require mixing several of the brain-saving techniques on this list. He thinks we might need brains in vats, affording neuro-­engineers easy access, so they can gradually replace brain parts with biohybrid neural grafts. 

The ultimate goal is to migrate your mind into your extra, engineered brain, without ever breaking the continuity of self. “It’s not the typical ‘scan, store, simulate,’” says Burger. “I don’t think simulations will be conscious.” He adds, “We’re saying it’s going to be way more complicated, and it’s probably going to look like gradual brain replacement into a hardware brain.”

Once your mind is hardware, you won’t need a biological body. Instead, you could take up residence in a data center somewhere and perhaps even have backups distributed around the globe. “From that point on,” Burger acknowledges, “stuff becomes really crazy.”

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DOE Alternative Fuels and Feedstocks Office Announces Intent to Award Up to $60 Million for Innovative Chemical, Fuel, and Fertilizer Technologies

WASHINGTON—The U.S. Department of Energy’s (DOE) Alternative Fuels and Feedstocks Office (AFFO) today announced its intent to award up to $60 million to expand domestic energy production and distribution through novel, high-impact chemicals, fertilizers, fuels, and feedstock technologies. The funding opportunity is in accordance with President Trump’s Executive Order, Unleashing American Energy, which calls for expanding domestic supply chains and the production of American energy to lower prices for hardworking Americans, including farmers, ranchers, and small businesses. “President Trump’s administration is strengthening America’s agricultural and energy sectors – both critical backbones of our prosperity and security – enabling our energy independence and benefiting all hardworking American families,” said Assistant Secretary Audrey Robertson. “Under President Trump’s and Energy Secretary Chris Wright’s leadership, we are empowering farmers, ranchers, and energy producers to lower prices, unleash American-made energy dominance, build a strong multi-generational workforce, and ensure the long-term prosperity and success for our great country.” DOE will seek research, development and scale-up projects that harness existing biomass, hydrogen, and pipeline resources to expand domestic energy production, distribution, and fertilizer technologies. AFFO expects to issue a notice of funding opportunity (NOFO) in November 2026, addressing the following topic areas: Topic Area 1: Biointermediate Depots – Enhance the production of liquid intermediate-products that are made from biomass and establish pilot sites to produce traditional intermediate products such as high impact chemicals, sugars, bio-crudes, or bio-oils, from biomass and wastes.  Topic Area 2: Refinery Integration – Advance the production of commodity chemicals and fuels from alternative feedstocks using existing refinery assets and achieving production-costs that enable competitive market pricing.  Topic Area 3: Pilot Site for Hydrogen/Natural Gas Blending – Establish pilot sites for hydrogen and natural gas blending and the distribution/utilization of those blends to improve the reliability, scalability, suitability, performance and durability of distribution networks.

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Energy Department Releases Emissions Value Request Process for 45Z Fuel Production Credit

WASHINGTON—The U.S. Department of Energy (DOE) Alternative Fuels and Feedstocks Office (AFFO) released a pre-publication draft of a federal register notice announcing the Emissions Value Request (EVR) process for the 45Z fuel production tax credit. Modified and extended under the Working Families Tax Cut, the Clean Fuel Production Tax Credit (Internal Revenue Code Section 45Z) provides a production incentive for certain feedstocks produced in the United States, Mexico, or Canada. “Thanks to President Trump’s Working Families Tax Cut, we are creating new opportunities for American farmers and fuel producers to strengthen domestic energy production, reduce costs, and unleash American energy dominance,” said Assistant Secretary of Energy Audrey Robertson. “Through the Department of Energy’s new 45Z Emissions Value Request process, we are expanding opportunities for American fuel producers to access critical tax incentives, supporting rural economies, and bringing more American-made fuels to market. In short: putting American energy first.” Transportation fuel producers seeking to claim the tax credit must obtain the life cycle greenhouse gas emissions rate of their transportation fuel using the applicable rate table for Section 45Z. If the fuel’s type, primary feedstock, or pathway is not included in the rate table, fuel producers must petition the Secretary of Treasury for a provisional emission rate (PER). The 45Z EVR process is the route through which fuel producers can obtain a rate value from DOE and petition U.S. Treasury for a PER. To request an emissions value from DOE, stakeholders must follow the EVR Application Instructions to submit the following requested materials: Engineering information/analyses consistent with the specified section of the front-end engineering and design (FEED) study or similar indication of project maturity, as determined by DOE. A completed EVR form. In addition to the required documents, an applicant also has the option to include additional information that may be

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IEA: Oil supply rebound remains fragile; diesel tightness persists

Supply recovery at risk Global oil supply increased by 2.5 million b/d month over month to 102.3 million b/d in September. OPEC+ accounted for 2.1 million b/d of the increase, led by Saudi Arabia. Renewed attacks on tankers and energy infrastructure threaten further gains, IEA warned. Despite September’s rebound, global supply is forecast to decline by 5.8 million b/d to 100.7 million b/d this year, before rising by 7.7 million b/d in 2027. Next year’s recovery remains contingent on sustained improvements in Hormuz flows. “Crude oil exports from Gulf producers, led by Saudi Arabia, surged by 4.4 million b/d to 13.9 million b/d in September, reaching over 75% of pre-war levels as supply recovered strongly and inventories were drawn down. Robust Gulf of Oman ship-to-ship transfers helped lift total oil flows through the Strait of Hormuz by 3.7 million b/d to 10.9 million b/d, while the swift return of East-West pipeline flows increased overall bypass exports by 970,000 b/d to 5.6 million b/d. The strong rebound raised estimated global supply for third-quarter 2026 by 190,000 b/d compared with last month’s Report. However, due to heightened security concerns amid increased Houthi attacks in the region in October, we have left the projections for the remainder of the year largely unchanged,” IEA said. North Sea Dated averaged $116.89/bbl in September, up $26.17/bbl from August. Diesel, inventories under pressure Global diesel exports in September were nearly 700,000 b/d below year-earlier levels, as increased shipments from other suppliers only partly offset losses from Russia and the Middle East. IEA expects diesel market tightness to extend well into 2027. “Refined product and LPG shipments from the Middle East have risen much more slowly than crude oil flows and remain below half of their pre-war levels. Refined products rose by 210,000 b/d to 1.9 million b/d

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Energy Department Awards $49.8 Million to Advance Methane Hydrate Production Research on Alaska North Slope

WASHINGTON — The U.S. Department of Energy’s (DOE) Hydrocarbons and Geothermal Energy Office (HGEO) today announced a five-year contract valued at up to $49.8 million awarded to ASRC Consulting and Environmental Services, LLC (ACES), a subsidiary of Arctic Slope Regional Corporation Energy Services Alaska, Inc. (AES). The contract will advance research and production testing of methane hydrates, a potential source of natural gas found in subsurface formations on Alaska’s North Slope.  The award supports President Trump’s goal of unleashing American energy and U.S. Energy Secretary Chris Wright’s focus on advancing energy addition and American innovation by building the scientific and engineering knowledge needed to evaluate methane hydrates as a potential future domestic energy resource. The work will build on technical insights from prior production testing while maintaining a unique research site in the Prudhoe Bay Unit for potential follow-on operations.  “President Trump has made clear that America should use its extraordinary energy resources and innovation to strengthen our energy security and global leadership,” said DOE Acting Assistant Secretary of the Hydrocarbons and Geothermal Energy Office Curt Coccodrilli. “This investment will help build on years of field research in Alaska to move methane hydrate research from scientific discovery toward the real-world testing needed to determine its commercial production potential.”  Gas hydrates are naturally occurring, ice-like crystalline solids that hold vast quantities of natural gas beneath the permafrost and offshore. Unlocking these resources represents a vital component of the United States’ long-term energy strategy to secure abundant domestic supplies. Alaska’s North Slope research site provides a unique setting for long-duration field research because hydrate-bearing reservoirs can be studied using established infrastructure and continuously monitored wells.  The project will proceed in two phases. Phase 1 will maintain the existing research site and supporting equipment and develop detailed plans for a potential follow-on production test. Should

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HPCL taps Technip Energies for EPC on new Mumbai refinery unit

Hindustan Petroleum Corp. Ltd. (HPCL) has awarded Technip Energies an engineering, procurement, and construction (EPC) contract for two major units in the lube modernization and bottoms upgradation (LMBU) project at its 9.5-million tonne/year (tpy) Mumbai refinery in Maharashtra, India. The work covers a 550,000-tpy integrated hydrocracker and catalytic dewaxing (IHCD) unit and an 850,000-tpy solvent deasphalting (SDA) unit. Both will be integrated into the operating refinery, Technip Energies said in a release Oct. 12. The new units aim to increase production of lube oil base stocks (LOBS) used in automotive engine oils and industrial lubricants, while upgrading heavier refinery streams into higher-value products, according to the service provider. While Technip Energies did not reveal the precise value of the contract, the company confirmed the order would amount to between €250-500 million of revenue. This latest EPC contract for the project’s IHCD and SDA units follows HPCL’s earlier award to Chevron Lummus Global for licensing of technologies to outfit the IHCD unit. Project overview HPCL’s LMBU project is designed to raise the Mumbai refinery’s output of LOBS to 764,000 tpy from 475,000 tpy, including production of Group II+ and Group III base stocks. The project is also expected to increase bitumen production by about 487,000 tpy through fuel oil upgrading, as well as improve the refinery’s yield of distillate by about 4%, HPCL said in a release Jan. 23, 2025. HPCL began work on the LMBU project during the third quarter of its 2025 fiscal year at an estimated project cost of 46.79 billion rupees (US$541.1 million). Scheduled to be fully completed in March 2028, the LMBU project had reached 9.9% physical completion as of Mar. 31, 2026, at a then-current project cost of 57.40 billion rupees (US$600.4 million), HPCL said in an investor presentation dated May 13, 2026.

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Virginia’s New Data Center Bargain: Power, Permits and the Right to Build

What Took Effect—and What Still Requires Legislation Spanberger laid out the administration’s rationale in announcing the framework: “In the years before I took office, data centers came to Virginia and the Commonwealth did not have a clear or coordinated plan to address their impacts on Virginians — on their electric bills, their water, their land, their air, or their quality of life. That changes today. I have said many times that Virginia should be leading the nation in setting the highest standards for this industry. And now, I believe we are doing just that.” The distinction between what Virginia has already implemented and what the administration intends to pursue is consequential. Executive Order 22 establishes immediate directives for state agencies, while significant portions of the broader Data Center Accountability Framework remain proposals for the 2027 General Assembly or future regulatory action. Among the immediate changes, executive-branch agencies are prohibited from entering into or enforcing new nondisclosure agreements that conceal material information about proposed commercial data centers, public incentives, resource demands or community impacts. Existing contractual commitments are preserved, with limited exceptions contemplated for extraordinary circumstances, including national security. The prohibition does not yet extend automatically to local governments. The order also excludes new data center projects with anticipated peak electrical demand of 25 MW or greater from the Virginia Business Ready Sites Program and similar discretionary state site-readiness and expedited-review assistance. A separate, potentially more consequential proposal would eliminate by-right development approval for data centers using more than 25 MW, requiring local approval even for projects with prior authorizations. That provision has not been enacted statewide and could introduce significant legal questions concerning established development rights. The administration is also accelerating environmental oversight. Within 120 days of the order, the Office of the Chief Energy Officer must publish an initial

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OCP 2026: Agentic AI Drives the Data Center’s Chip-to-Grid Transformation

NVIDIA Opens More of the AI Factory Architecture NVIDIA’s Ian Buck closed the opening keynote program with an extensive presentation covering Vera Rubin systems, open rack designs, networking, power delivery and AI factory software. The company announced additional contributions to OCP based on its third-generation MGX 1.2 reference architecture. The specification includes high-density liquid-cooled computing systems, improved cooling connections, standardized power interfaces and modular mechanical designs. Buck emphasized that these developments are as much about manufacturing and serviceability as they are about computational performance. He described how NVIDIA reduced the assembly time for a compute tray from approximately 90 minutes in the Grace Blackwell generation to roughly one minute for Vera Rubin through simplified mechanical construction and more automated assembly. At the scale of thousands of racks, those manufacturing improvements can materially influence deployment schedules. NVIDIA also previewed its next-generation Vera Rubin Ultra architecture, designed to interconnect 576 GPUs using an advanced NVLink fabric with co-packaged optics. Open Data Center and Grid Resilience Specifications For data center developers and operators, however, NVIDIA’s most consequential OCP contributions may lie outside the computing rack. NVIDIA, AMD, Google and Meta have published an Open Data Center Specification, currently at version 0.7, intended to establish common design principles for AI factory facilities. The specification addresses power architecture, cooling infrastructure and physical layout, helping equipment suppliers and developers coordinate around shared infrastructure requirements. That shared facilities work unfolds alongside vendor-specific programs such as NVIDIA’s DSX Ready, which establishes qualification requirements for battery energy storage and liquid cooling equipment supporting its AI factory designs. NVIDIA also joined Google, Meta and Microsoft in publishing an OCP Grid Resilience Specification addressing the behavior of large AI installations during grid disturbances. The specification establishes expectations for facilities to remain connected, respond automatically to disturbances and recover toward normal operating

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NetBox Labs adds network design templates and AI agents to streamline infrastructure operations

“This is infrastructure, and so if an agent does the wrong thing, it breaks the company,” Beevers said. NetBox Designs turns repeatable infrastructure into templates AI data centers are full of racks that are almost all identical in design. Teams do not want to lay out each one by hand. The same applies to a retail chain with small, medium, and large store formats, where the IT footprint needs to line up. NetBox Designs, now in public preview, targets that repetition. Designs work like “templatized Lego bricks for infrastructure,” Beevers said. A team defines a site, rack or IP plan once and sets its parameters. NetBox then renders the plan as many times as needed, down to the low-level components and their configuration. That includes assigning IP addresses, prefixes, and virtual LANs across a fabric. The goal is to speed design down to the component level, reduce manual error and compress time to market.

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AMD unveils Helion as agentic AI fuels demand for data center CPUs

AMD has introduced Helion, an open blueprint for data center racks that aims to give CPUs a larger role in running AI agents while allowing customers to configure GPU resources around their inference requirements. Based on Open Compute Project (OCP) specifications, the architecture supports different combinations of computing hardware. AMD cited examples including CPU-only racks for hyperscalers, powered by sixth-generation EPYC processors with up to 32,768 cores, and all-in-one enterprise racks accommodating up to 16 Instinct MI350P GPUs. AMD has listed networking bandwidth of up to 102 Tbps for Helion, although the company has not specified how that figure is calculated. The specification represents a planned rack capability rather than demonstrated performance in customer environments.

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Land & Expand: North America’s Data Center Pipeline Expands Under Pressure

Land & Expand is Data Center Frontier’s periodic look at the latest data center development news, including new sites, land acquisitions and campus expansions across North America. This latest installment finds the development pipeline continuing to expand, even as the requirements for bringing large-scale projects online grow more complicated. Developers are securing land, planning new power infrastructure and advancing campuses measured in hundreds of megawatts or more. At the same time, local governments and residents are demanding greater clarity on electricity costs, water consumption, noise, tax incentives and the long-term effects of industrial-scale computing facilities. A succession of development disclosures and project milestones through September and early October 2026 illustrates both the geographical reach of North America’s expanding data center pipeline and the growing difficulty of measuring how much proposed capacity will ultimately be delivered. The projects range from preliminary discussions and newly secured development sites to campuses already under construction. Some are advancing through formal permitting and power studies; others remain contingent on customers, financing or local approvals. Together, they reveal an industry still expanding aggressively, but operating under increasingly complex development conditions. Fluidstack: Cameron County, Texas — Up to 1.5 GW One of the largest newly disclosed projects is Fluidstack’s AI data center development in Cameron County in the Rio Grande Valley. The project surfaced publicly September 10 when Cameron County announced that it had issued Fluidstack a worksite permit for property near Harlingen. The permit authorizes preliminary site work, including grading, utilities and related infrastructure, rather than construction of the data center buildings themselves. Fluidstack subsequently disclosed considerably more detail on September 21, saying construction had begun on a $4 billion first phase capable of supporting as much as 1.5 GW. Fluidstack expects the project to generate more than 2,500 construction jobs and several hundred permanent positions. 

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DCF Global: Five Markets Redrawing the AI Infrastructure Map

The Global Constraint Is Execution These five markets demonstrate that the worldwide AI infrastructure buildout is no longer organized around a single development model. Spain is using permitting reform to attract investment. China is concentrating construction around energy resources. India is translating enormous capital commitments into an expanding development pipeline. Latin America is combining hyperscale growth with national industrial objectives. And Southeast Asia is creating interconnected infrastructure markets whose boundaries increasingly extend beyond individual cities and countries. Not every market is competing for the same business. Sovereign cloud services, enterprise applications, AI training clusters, and large-scale inference platforms carry different requirements involving power, connectivity, latency, data residency, and operating economics. But the infrastructure questions remain remarkably consistent. Can a project obtain enough electricity? Can transmission and supporting networks be delivered on schedule? Will the supply chain provide the required equipment? Can the facility be constructed and commissioned efficiently? And will the development retain the regulatory certainty and community acceptance required to operate for decades? The gap between announced development and actual capacity is becoming a defining measurement of the industry. Cushman & Wakefield estimates that Asia-Pacific alone had approximately 26.5 GW of data center capacity in its development pipeline during H1 2026. Of that total, roughly 4.8 GW was under construction, with another 21.7 GW in planning. Those figures reveal both the extraordinary scale of the opportunity and the considerable infrastructure work still required to realize it. What the Global Buildout Means for North America For U.S. data center operators, developers, engineering firms, equipment suppliers, and investors, international expansion is not a separate story. It is increasingly part of the same global competition for capital, equipment, power infrastructure, and specialized expertise. The transformers, switchgear, generators, advanced cooling systems, fiber networks, and electrical distribution equipment required by a major AI campus

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Microsoft will invest $80B in AI data centers in fiscal 2025

And Microsoft isn’t the only one that is ramping up its investments into AI-enabled data centers. Rival cloud service providers are all investing in either upgrading or opening new data centers to capture a larger chunk of business from developers and users of large language models (LLMs).  In a report published in October 2024, Bloomberg Intelligence estimated that demand for generative AI would push Microsoft, AWS, Google, Oracle, Meta, and Apple would between them devote $200 billion to capex in 2025, up from $110 billion in 2023. Microsoft is one of the biggest spenders, followed closely by Google and AWS, Bloomberg Intelligence said. Its estimate of Microsoft’s capital spending on AI, at $62.4 billion for calendar 2025, is lower than Smith’s claim that the company will invest $80 billion in the fiscal year to June 30, 2025. Both figures, though, are way higher than Microsoft’s 2020 capital expenditure of “just” $17.6 billion. The majority of the increased spending is tied to cloud services and the expansion of AI infrastructure needed to provide compute capacity for OpenAI workloads. Separately, last October Amazon CEO Andy Jassy said his company planned total capex spend of $75 billion in 2024 and even more in 2025, with much of it going to AWS, its cloud computing division.

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John Deere unveils more autonomous farm machines to address skill labor shortage

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More Self-driving tractors might be the path to self-driving cars. John Deere has revealed a new line of autonomous machines and tech across agriculture, construction and commercial landscaping. The Moline, Illinois-based John Deere has been in business for 187 years, yet it’s been a regular as a non-tech company showing off technology at the big tech trade show in Las Vegas and is back at CES 2025 with more autonomous tractors and other vehicles. This is not something we usually cover, but John Deere has a lot of data that is interesting in the big picture of tech. The message from the company is that there aren’t enough skilled farm laborers to do the work that its customers need. It’s been a challenge for most of the last two decades, said Jahmy Hindman, CTO at John Deere, in a briefing. Much of the tech will come this fall and after that. He noted that the average farmer in the U.S. is over 58 and works 12 to 18 hours a day to grow food for us. And he said the American Farm Bureau Federation estimates there are roughly 2.4 million farm jobs that need to be filled annually; and the agricultural work force continues to shrink. (This is my hint to the anti-immigration crowd). John Deere’s autonomous 9RX Tractor. Farmers can oversee it using an app. While each of these industries experiences their own set of challenges, a commonality across all is skilled labor availability. In construction, about 80% percent of contractors struggle to find skilled labor. And in commercial landscaping, 86% of landscaping business owners can’t find labor to fill open positions, he said. “They have to figure out how to do

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2025 playbook for enterprise AI success, from agents to evals

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More 2025 is poised to be a pivotal year for enterprise AI. The past year has seen rapid innovation, and this year will see the same. This has made it more critical than ever to revisit your AI strategy to stay competitive and create value for your customers. From scaling AI agents to optimizing costs, here are the five critical areas enterprises should prioritize for their AI strategy this year. 1. Agents: the next generation of automation AI agents are no longer theoretical. In 2025, they’re indispensable tools for enterprises looking to streamline operations and enhance customer interactions. Unlike traditional software, agents powered by large language models (LLMs) can make nuanced decisions, navigate complex multi-step tasks, and integrate seamlessly with tools and APIs. At the start of 2024, agents were not ready for prime time, making frustrating mistakes like hallucinating URLs. They started getting better as frontier large language models themselves improved. “Let me put it this way,” said Sam Witteveen, cofounder of Red Dragon, a company that develops agents for companies, and that recently reviewed the 48 agents it built last year. “Interestingly, the ones that we built at the start of the year, a lot of those worked way better at the end of the year just because the models got better.” Witteveen shared this in the video podcast we filmed to discuss these five big trends in detail. Models are getting better and hallucinating less, and they’re also being trained to do agentic tasks. Another feature that the model providers are researching is a way to use the LLM as a judge, and as models get cheaper (something we’ll cover below), companies can use three or more models to

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OpenAI’s red teaming innovations define new essentials for security leaders in the AI era

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More OpenAI has taken a more aggressive approach to red teaming than its AI competitors, demonstrating its security teams’ advanced capabilities in two areas: multi-step reinforcement and external red teaming. OpenAI recently released two papers that set a new competitive standard for improving the quality, reliability and safety of AI models in these two techniques and more. The first paper, “OpenAI’s Approach to External Red Teaming for AI Models and Systems,” reports that specialized teams outside the company have proven effective in uncovering vulnerabilities that might otherwise have made it into a released model because in-house testing techniques may have missed them. In the second paper, “Diverse and Effective Red Teaming with Auto-Generated Rewards and Multi-Step Reinforcement Learning,” OpenAI introduces an automated framework that relies on iterative reinforcement learning to generate a broad spectrum of novel, wide-ranging attacks. Going all-in on red teaming pays practical, competitive dividends It’s encouraging to see competitive intensity in red teaming growing among AI companies. When Anthropic released its AI red team guidelines in June of last year, it joined AI providers including Google, Microsoft, Nvidia, OpenAI, and even the U.S.’s National Institute of Standards and Technology (NIST), which all had released red teaming frameworks. Investing heavily in red teaming yields tangible benefits for security leaders in any organization. OpenAI’s paper on external red teaming provides a detailed analysis of how the company strives to create specialized external teams that include cybersecurity and subject matter experts. The goal is to see if knowledgeable external teams can defeat models’ security perimeters and find gaps in their security, biases and controls that prompt-based testing couldn’t find. What makes OpenAI’s recent papers noteworthy is how well they define using human-in-the-middle

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