For more than a decade, scientists have known that strange bacteria living in aquatic mud can conduct electricity along distances thousands of times longer than a single bacterial cell. Such long-range electrical conduction should be extraordinarily difficult for a living organism, and how they accomplish the feat has remained a biological mystery.

Now, researchers say they have found the wiring. Inside so-called cable bacteria, scientists have discovered an elaborate network of nickel-rich nanoribbons arranged into what amounts to a naturally grown electrical cable.

The structure is unlike the conventional machinery biology normally uses to move electrons and may represent the first known example of a metal-organic framework produced by a living organism.

What surprised lead study author Dr. Filip Meysman, a professor at the University of Antwerp in Belgium, most was not how alien the structure looked, but how familiar it was.

“It had a very familiar feeling: a braided wire consisting of thin individual wires surrounded by a protective shell layer,” Meysman told The Debrief. “This is very similar to the power cords that we use to charge our smartphones, only the cable bacterial version is 20,000 times smaller in size. Evolution came up with this design 600 million years earlier than electrical engineers.”

Meysman’s comparison is not simply rhetorical. Molecular-clock estimates suggest the cable bacteria lineage may have diverged roughly 560 million years ago, although when their unusual electrical capabilities evolved is still unknown.

Published in Nature Communications, the findings could eventually provide researchers with a biological blueprint for creating flexible, biodegradable electronics that organisms effectively manufacture themselves.

Cable bacteria first attracted scientific attention because of their outstanding ability to move electrons over centimeter-scale distances. The multicellular organisms live in sediments where different layers offer different chemical resources. Cells buried deeper can harvest electrons from sulfide, while cells closer to oxygen-rich water dispose of them.

The result is an organism that successfully separates parts of its metabolism across space, with electrical current passing along the filament connecting them.

Scientists eventually identified dozens of parallel fibers running through the bacteria’s outer layers as the likely electrical pathways. Measurements later showed conductivity reaching levels unusual for any biological material and, in some experiments, comparable to materials used in electronic inks. The new study notes previously reported conductivity values reaching up to 500 siemens per centimeter.

But knowing where the current traveled was not the same as knowing how it traveled.

Most biological electron conduction relies on proteins containing metal-bearing cofactors, commonly iron-containing structures such as hemes or iron-sulfur clusters. Electrons typically move between those sites in a sequence of molecular transfers often described as “hopping.”

Previous research showed that cable bacteria did not fit neatly into that model. Their conducting fibers were associated with sulfur-bound nickel rather than the usual iron cofactors. At the same time, theoretical work suggested electron movement was too fast to be explained by conventional non-adiabatic hopping alone.

The mystery deepened in 2024, when some of the same researchers examined cable bacteria at temperatures approaching that of liquid helium and found that their electrical behavior matched an unusually efficient multistep hopping mechanism. But even then, the extraordinary conductivity challenged standard models of electrons simply hopping between isolated molecular sites.

The new structural work may help explain why.

Rather than a series of small, separated metal cofactors, the researchers have now found an extended nickel-organic structure running through the conductive fibers.

Using electron microscopy, X-ray fluorescence, Raman spectroscopy, electron paramagnetic resonance, X-ray absorption spectroscopy, and computer modeling, the team found that each conductive fiber contains roughly 11 extraordinarily thin nanoribbons, about 1.4 nanometers across.

Those ribbons pass through the center of the fiber and are built from repeating nickel bis-dithiolene complexes, which the researchers call NiBiD. Nickel atoms are linked through sulfur-containing organic molecules, creating planar units that appear to stack into an extended, highly ordered electrical pathway.

That arrangement may explain the extraordinary conductivity. Rather than electrons simply jumping between isolated metal centers, the stacked structure creates extensive electronic interaction and delocalization, allowing charge to spread across overlapping molecular networks. In that sense, the bacterial wire begins to resemble an organic electronic material more than a conventional biological electron-transfer chain.

The arrangement also appears mechanically well-suited to the bacteria’s lifestyle.

Cable bacteria move through sediment and can bend sharply while maintaining electrical contact between cells. A single rigid conducting strand could be vulnerable to damage. Multiple intertwined nanoribbons, however, offer something closer to braided copper wire: strength, flexibility, and redundancy at the same time.

The discovery also appears to broaden scientists’ understanding of what biology can manufacture.

Metal-organic frameworks, or MOFs, are structures in which organic molecules link together metal centers into larger networks. Chemists have spent years designing them for uses ranging from gas storage and chemical separation to catalysis and electronics.

Until now, the researchers say, no one had observed a metal-organic framework configuration naturally constructed inside a living organism.

Cable bacteria appear to have arrived at the idea on their own, and this natural version appears to conduct electricity exceptionally well.

Previous electrical conductivity measurements of cable bacteria used the entire cross-section of their conductive fibers. But the new structural work indicates that the current is concentrated within a much smaller network of nanoribbons.

Recalculating conductivity based on the estimated dimensions of those conducting channels, the researchers found that an individual nanoribbon could have a conductivity of roughly 150 to 15,000 siemens per centimeter.

That range, the researchers say, ranks among the highest reported for any metal-organic structure. The upper figure remains an estimate, however, instead of a direct measurement of a single nanoribbon.

“We need to be able to isolate the individual nanoribbons from the cable bacteria and connect them electrically with electrodes,” Dr. Meysman explained. “This would provide the direct proof of the high conductivity. We are currently working on such nanoscale electrical measurements.”

Doing so would let researchers determine whether the extraordinary conductivity predicted for an individual nanoribbon holds up experimentally.

If it does, the technological implications could extend well beyond understanding an unusual microbe.

Researchers have long been interested in bio-based electronics because living systems can manufacture sophisticated materials through self-assembly while operating under relatively mild conditions. Biological materials can also be flexible and potentially biodegradable.

Their weakness has usually been electrical performance. Cable bacteria suggest nature may have found a way around that tradeoff.

Scientists still do not know exactly how cable bacteria biosynthesize the nickel-organic framework, and parts of the nanoribbon architecture remain unresolved.

But evolution has already solved one problem materials scientists would like to reproduce: how to build a highly conductive, flexible electrical pathway largely from organic components under biological conditions.

Dr. Meysman says one especially promising possibility is flexible printed electronics, where conductive inks are deposited onto surfaces to create circuits, sensors, and other electronic components.

“The material produced by the bacteria provides a flexible and conductive material, and so flexible printed electronics—conductive inks—emerges as a promising application domain,” Dr. Meysman said.

“The challenge is to demonstrate that the biomaterial can be made in a cost-effective fashion,” Meysman added, “and that it has the same—or even better—properties than the electronic ink materials currently in use.”

Ultimately, for hundreds of millions of years, bacteria buried in mud may have been growing microscopic power cables.

Scientists are only now beginning to understand how they work.

The study, “Highly efficient long-range conduction through a biosynthetic nickel-organic framework,” appeared in Nature Communications.

Tim McMillan is a retired law enforcement executive, investigative reporter and co-founder of The Debrief. His writing typically focuses on defense, national security, the Intelligence Community and topics related to psychology. You can follow Tim on Twitter: @LtTimMcMillan.  Tim can be reached by email: tim@thedebrief.org or through encrypted email: LtTimMcMillan@protonmail.com 

More than 4,000 years ago, an Egyptian official named Sekhentiu-Ptah held a collection of titles that placed him remarkably close to royal power. He oversaw the king’s works and documents, supervised scribes, and even served as the “Keeper of the Secrets of Royal Commands.”

Now, archaeologists have found his tomb. An Egyptian archaeological mission excavating the Saqqara necropolis in Giza has uncovered the Old Kingdom tomb of Sekhentiu-Ptah, including its funerary chapel, an intact false door, and a complete collection of alabaster ritual objects still positioned where they were left thousands of years ago.

Nearby, researchers discovered an interconnected network of burial shafts containing human remains, more than 100 funerary figurines, and three stone sarcophagi that were still sealed when archaeologists found them.

Speaking with The Jerusalem Post, Mohamed Abdel-Badie, head of Egypt’s Antiquities Sector, said finding a complete set of funerary objects still in their original position was “an important discovery, offering valuable information about funerary rituals and practices during the Old Kingdom.”

The discovery was made during the Egyptian mission’s first excavation season in Sector A, west of the Bubasteion at Saqqara, roughly 20 miles south of Cairo. Saqqara served as a major burial ground for ancient Memphis and contains monuments and tombs spanning thousands of years of Egyptian history.

Sekhentiu-Ptah’s tomb dates to the Old Kingdom, the era roughly spanning the third millennium BCE that witnessed the construction of Egypt’s great pyramids.

Inside the remains of his funerary chapel, archaeologists encountered a false door still standing in its original location. Such doors were symbolic thresholds associated with the deceased and the offerings made to sustain them in the afterlife.

Directly in front of the false door was a complete group of alabaster ritual objects that had apparently remained together in their archaeological context. The assemblage includes an offering table and offering disk, purification basin, jug, and another basin.

Hieroglyphic inscriptions on the false door and funerary objects revealed not only Sekhentiu-Ptah’s name but an extraordinary résumé.

He was identified as Royal Chamberlain, Overseer of All the King’s Works, Overseer of Royal Documents, Keeper of the Secrets of Royal Commands, Priest of the goddess Maat, and Overseer of the Scribes. Together, the titles indicate that Sekhentiu-Ptah occupied a prominent position within Egypt’s royal administration.

Archaeologists also uncovered a system of interconnected burial shafts filled with human burials and large quantities of painted funerary cartonnage, a material commonly made from layers of linen or papyrus and plaster and used in funerary coverings.

Archaeologists recovered more than 100 faience ushabti figurines. These small figures were placed in Egyptian tombs to perform work for the deceased in the afterlife symbolically. Archaeologists also found a wooden falcon statue, pottery, and three stone sarcophagi that were kept sealed in their original condition.

The collection is particularly interesting because it captures different chapters in Saqqara’s history. While Sekhentiu-Ptah’s tomb belongs to the Old Kingdom, material from the surrounding shafts provides evidence for funerary practices during the much later Late Period. In essence, the site became a cemetery layered on top of a cemetery, repeatedly returned to and repurposed across Egyptian history.

Not everything survived undisturbed. Archaeologists found openings cut between some burial chambers, evidence that ancient tomb robbers had already penetrated portions of the complex. Even so, enough remained intact to allow researchers to reconstruct how the necropolis changed over time.

The surviving artifacts retain “great archaeological and scientific value, contributing to understanding the site’s internal layout and the development of its architecture through its successive historical phases,” excavation director Dr. Amr El-Tayebi explained.

For now, the discovery is a work in progress. The Egyptian team is continuing to document and compare the artifacts with material recovered elsewhere in Egypt, with plans to publish the results in peer-reviewed scientific journals. Archaeologists also believe Sector A could contain additional structures and artifacts still waiting beneath the sands of Saqqara.

Tim McMillan is a retired law enforcement executive, investigative reporter and co-founder of The Debrief. His writing typically focuses on defense, national security, the Intelligence Community and topics related to psychology. You can follow Tim on Twitter: @LtTimMcMillan.  Tim can be reached by email: tim@thedebrief.org or through encrypted email: LtTimMcMillan@protonmail.com 

Nine centuries ago, people gathered at what is today recognized as the Etowah Indian Mounds site, located roughly 40 miles northwest of Atlanta, Georgia, for enormous community feasts. They ate, drank, and eventually discarded broken pottery into pits that would become part of the foundations of the ancient city’s first monumental mound.

Now, traces hidden inside two pieces of that discarded pottery have revealed something archaeologists never expected to find so far from the tropics: ancient cacao DNA.

Researchers say the discovery provides the first direct evidence that cacao, the plant used to make chocolate, reached the Mississippian civilization of the eastern United States roughly 800 to 900 years ago.

Because cacao cannot grow naturally in Georgia, its presence also points to surprisingly extensive networks capable of moving exotic goods across long stretches of pre-Columbian North America. The findings were published in PLOS One.

“This study presents the first evidence that cacao consumption was part of the Mississippian world at roughly the same time as it appeared at Chaco,” researchers write. “This discovery at Etowah asks us to broaden our understanding of the networks that distributed cacao throughout the Americas before European colonization.”

Chocolate has a deep history in the Americas. Archaeological evidence indicates cacao was being consumed in South America at least 5,000 years ago and later became culturally important throughout Central America.

More surprising was a 2009 discovery indicating that people at Chaco Canyon in modern New Mexico drank cacao between roughly 1050 and 1350 CE. Since cacao only grows in tropical climates, the finding meant long-distance exchange networks had carried the plant hundreds of miles northward.

Whether cacao traveled even farther into what is now the eastern United States remained unclear.

However, Etowah offered an intriguing place to look. Located in modern Georgia, the Indigenous city eventually became one of the most important centers of Mississippian civilization. The pottery examined in the new study came from feasting deposits dating to the 11th and 12th centuries, early in Etowah’s history.

Researchers had previously analyzed residues from 31 Etowah pottery fragments. Twenty-one contained at least two chemical compounds associated with caffeinated beverages, while three contained all four compounds the scientists examined.

Yaupon holly, a native plant used to produce the caffeinated beverage historically known as Black Drink, contains several of the same chemical biomarkers as cacao. Researchers, therefore, concluded that the Etowah vessels most likely contained yaupon rather than cacao.

However, this time, scientists went looking for cacao itself.

Researchers subjected samples from three pottery fragments to ancient DNA analysis, producing more than 502 million useful paired sequences before using successive filters to identify genetic material specific to Theobroma cacao.

Two pottery samples cleared the researchers’ threshold for identifying cacao.

Importantly, the genetic material also displayed telltale characteristics of ancient DNA. The fragments averaged only 84 base pairs long, consistent with the degradation expected after centuries of decay. The researchers also employed strict contamination controls and bioinformatic filtering to distinguish cacao from other organisms present in the samples.

The evidence does not establish exactly how cacao reached Georgia. Preliminary genetic comparisons linked one sample most closely to Amelonado cacao and another to Curaray, both of which also showed similarities to Marañon cacao. Those lineages originated in the Amazon basin, including parts of modern Ecuador, Peru, and Brazil, but also spread into Central America long before cacao appeared at Etowah.

Cacao may have traveled from Central America through long-distance exchange networks or passed indirectly through communities in the American Southwest before reaching the Eastern Woodlands. However, too few genetic markers survived to pinpoint its immediate source, and researchers say no direct archaeological evidence currently establishes either route.

Perhaps more intriguing is where researchers found the cacao.

The pottery came from pits packed with animal bones, ceramics, and organic material interpreted as the remains of communal feasting associated with the construction of Etowah’s first platform mound. Researchers suggest cacao was more than an exotic luxury and could have played a role in ceremonies intended to reinforce social bonds during the city’s formative period.

The discovery also raises the possibility that previously detected chemical residues at other Mississippian sites, including Cahokia, could contain cacao that was mistaken for locally available yaupon. Confirming that possibility will require additional ancient DNA testing.

“These results ask us to reopen lines of research long closed, especially regarding contacts between the impressive civilizations of Central and South America and the great Mississippian civilization of the Eastern Woodlands,” researchers write. “More broadly, our results suggest that it is time to explore the possibility that cacao was distributed more widely in the precontact Americas than we have understood.”

Study: King, A., Powis, T.G., Argout, X., Vignes, H., Utge, J., Rhoné, B., et al. “Cacao in the Mississippian World: Archaeogenomic evidence for T. cacao consumption at the Etowah Site, Georgia.” PLOS One 21(8):(2026). 

Tim McMillan is a retired law enforcement executive, investigative reporter and co-founder of The Debrief. His writing typically focuses on defense, national security, the Intelligence Community and topics related to psychology. You can follow Tim on Twitter: @LtTimMcMillan.  Tim can be reached by email: tim@thedebrief.org or through encrypted email: LtTimMcMillan@protonmail.com 

New research suggests ancient pottery may contain a magnetic “clock,” providing researchers with a lasting record of how long ago ceramic artifacts were created. 

According to scientists at the University of California, San Diego, the newly-developed method allows this lingering magnetic signal to help distinguish genuinely ancient clay artifacts from modern forgeries.

In experiments, clay objects more than 1,000 years old retained a magnetic signature that could only be erased by heating them above 234°F. (112°C). Modern objects lost the same type of magnetism at lower temperatures.

Published in the Proceedings of the National Academy of Sciences (PNAS), the research could give archaeologists and museums a new forensic tool for investigating artifacts whose origins are uncertain, while potentially giving law enforcement another way to build cases involving antiquities fraud.

“I hope that our new method will be useful for museum curators, who wish to display only authentic artifacts,” lead author and postdoctoral scholar at UC San Diego, Dr. Yoav Vaknin, said in a press release. “For archaeologists and historians, studying the societies that created them and for law enforcement authorities in their effort to eliminate the illicit antiquities trade, which involves looting archaeological sites and forgery.”

The technique takes advantage of a property baked into clay when it is fired.

As pottery heats in a kiln and then cools, magnetic particles inside the clay correspond to Earth’s magnetic field. Larger particles can preserve that orientation for extremely long periods, producing what geophysicists call thermal remnant magnetization.

But another signature slowly develops afterward. Smaller magnetic particles remain less stable and gradually respond to Earth’s magnetic field, while an artifact sits buried, stored, or displayed. This secondary signal, known as viscous remanent magnetization, effectively accumulates with time.

Instead of trying to determine an artifact’s age simply by measuring which direction its magnetism points, researchers wondered if they could measure how difficult its accumulated magnetic signal is to erase.

Researchers examined ancient and modern clay objects, including known archaeological specimens, objects purchased from souvenir markets around Jerusalem, and known fakes. They progressively reheated samples, starting at 112°F (50°C) and increasing the temperature in 10-degree increments while measuring changes in their magnetic signatures.

All 26 modern objects examined in the study lost their viscous magnetization below around 234°F. (112°C). By contrast, the 19 ancient specimens, each over 1,000 years old, retained the signal until temperatures exceeded that threshold. Computer simulations modeling hundreds to thousands of years of magnetic exposure independently supported the same result.

Researchers also tested the method on three disputed artifacts that the Israel Antiquities Authority obtained in connection with illicit antiquities trafficking. The evidence was consistent with all three being genuinely ancient.

The technique does have limits. It does not reveal an artifact’s exact date of manufacture, and the 234°F threshold cannot simply be applied to every object. Genuine artifacts younger than roughly 1,000 years, and sophisticated forgeries that have aged for decades or centuries, could be harder to distinguish. The researchers, therefore, envision magnetic testing as another line of evidence, not a replacement for existing archaeological authentication methods.

Nevertheless, the breakthrough could still be significant. Forged antiquities have plagued museums, private collections, and archaeological markets for generations.

Researchers note that a recent Israeli prosecution involving allegedly fake artifacts failed in part because investigators lacked sufficiently conclusive evidence. This new approach could eventually provide measurable physical evidence that is harder for a skilled forger to imitate.

Researchers now plan to examine disputed artifacts held by museums worldwide, possibly turning a phenomenon geophysicists have understood for decades into a new form of archaeological forensics.

The study, “Viscous Remanent Magnetization (VRM) Authentication Method for Archaeological Artifacts” appeared in Proceedings of the National Academy of Sciences.

Tim McMillan is a retired law enforcement executive, investigative reporter and co-founder of The Debrief. His writing typically focuses on defense, national security, the Intelligence Community and topics related to psychology. You can follow Tim on Twitter: @LtTimMcMillan.  Tim can be reached by email: tim@thedebrief.org or through encrypted email: LtTimMcMillan@protonmail.com 

In 2022, when archaeologists uncovered the grave of a young woman buried in 17th-century Pień, Poland, they were confronted with a bizarre scene. Hanging from the big toe of her left foot was an iron padlock. Across her neck lay a large sickle, its blade positioned directly toward her throat.

The strange arrangement suggested that whoever buried her may have feared that, like the vampires of European folklore, she might somehow rise from the grave.

In the four years since “Grave 75” was discovered, scientists have subjected the young woman’s remains, clothing, grave, and the mysterious objects buried with her to an unusually extensive forensic investigation involving ancient DNA, radiocarbon dating, isotope chemistry, X-ray imaging, and microscopic analysis.

Published in the Journal of Archaeological Science: Reports, the findings are beginning to reveal who the mysterious woman was. She was only around 17 to 19 years old when she died, appears to have come from a wealthy or high-status family, and probably spent her childhood in the surrounding region.

Most strikingly, the evidence suggests that local fears surrounding the young woman may have grown after she was already buried.

Researchers believe the padlock was placed on her toe during the first burial. Sometime later, the grave was apparently reopened and the sickle positioned across her neck as an additional safeguard.

The circumstances surrounding the young woman’s death, and why the community apparently feared her enough to take such extraordinary precautions against her trying to return to the land of the living, remain a mystery.

“The burial, uncovered and later disturbed, is distinguished by the co-occurrence of a sickle and a padlock within a single grave, a combination not previously reported in the published archaeological literature,” researchers write. “Ongoing palaeopathological research may shed new light on the cause of death of this young female, which remains a mystery today.”

The grave represents what archaeologists describe as an “anti-demonic” or “anti-vampiric” burial. However, the researchers caution that applying the familiar label of “vampire” to such graves can be misleading.

Although versions of the term vampire can be traced as far back as the Middle Ages, it did not become widespread across Europe until around the 18th century. Earlier Slavic cultures used terms including upiór and strzyga to describe people who, after death, were believed capable of becoming dangerous supernatural beings that could threaten the living.

Researchers have identified several hundred suspected anti-vampire burials dating from the post-medieval period onward across Central and Southeastern Europe.

“Grave 75” was discovered at a cemetery in Pień overlooking the Vistula Valley, where archaeologists have uncovered more than 100 post-medieval graves. Researchers believe the cemetery may have served a Protestant community, and its unusual location away from the village raises the possibility that it was also used to bury people considered social outsiders. Several dozen graves contain unusual features, including deliberately placed stones, coins, sickles, and padlocks.

Sickles and padlocks have both been associated with old European burial practices intended to prevent potentially dangerous dead from returning to harm the living. But finding the two together in one “vampire grave” was unprecedented. No previously published archaeological account had documented a burial containing both a sickle and a padlock.

The woman lay on her back with her legs extended. Around her neck was a 14-inch-long serrated sickle, positioned with its cutting edge toward her throat. Hanging from the big toe of her left foot was a triangular iron padlock. Archaeologists also recovered fragments of an elaborate textile near her skull.

Microscopic analysis showed the material was silk decorated with metal threads made from silver and gilded silver. Such expensive trimmings were generally associated with aristocrats, nobility, and wealthy townspeople. Researchers, therefore, conclude that the teenager likely came from a relatively high social class, making her apparent treatment after death particularly unusual.

Analysis of her skeleton offered few indications about how she died. Researchers estimated that she stood roughly 5 feet 5 inches tall and found no evidence of fatal trauma or skeletal disease that might explain her death. Without any surviving soft tissue, however, determining a definitive cause of death may be impossible.

DNA confirmed the remains belonged to a female and placed her mitochondrial lineage within haplogroup J1c2c1, a lineage found particularly among ancient and modern Scandinavian populations.

Isotope measurements suggest she probably spent her childhood around Pień. One possibility is that she belonged to a family with more distant Scandinavian ancestry, although the researchers caution that genetics and isotopes cannot establish geographic origin with certainty.

More intriguing is evidence that the precautions surrounding her body were not all taken at the same time.

The padlock appears to have been attached when she was originally buried. The sickle may have come later.

Disturbed soil around the vampire grave suggests somebody subsequently reopened it. Because the skeleton remained articulated, researchers believe that, if it were reopened, it probably happened before the body had completely decomposed. At that point, someone may have placed or driven the sickle across her neck as an additional safeguard.

That raises a disturbing possibility that the community already regarded the young woman as potentially dangerous when she died. Yet, for unknown reasons, they became even more frightened of her after her burial.

Historical traditions provide some context. In parts of Poland, a sickle placed across the throat was believed to prevent a strzyga from returning. Birch, one possible wood identified in the sickle’s deteriorated handle, was itself associated with protection against demons and witchcraft.

There may have even been yet another precaution. Extensive green discoloration inside the skull suggests that an object containing copper could have been placed in her mouth. Chemical analysis could not determine what it was, although researchers say it was unlikely to be a coin. Objects inserted into the mouths of suspected revenants are known from other “anti-vampiric” burials.

None of this means the woman was literally considered a “vampire” in the modern Dracula sense. Instead, the evidence points toward a wider fear that certain dead people could return or somehow cause harm.

Why this particular teenager inspired such fear is still a mystery. Researchers suggest her ancestry, young age, an unusual or socially troubling death, disease, or behavior during life could all have contributed.

In periods of epidemic, famine, and other disasters, communities sometimes blamed supposedly dangerous dead people for otherwise inexplicable misfortune. Researchers stress that these explanations remain hypotheses, not proof of what her contemporaries believed.

For now, the only thing that seems certain is that the local community feared this young woman enough to secure her body not only once, but returned to her grave to secure it again.

“Grave 75, as well as other non-normative graves in the cemetery in Pien, demonstrate practices of a protective/anti-demonic nature,” researchers write. “[They] vividly illustrate superstitions, including the tendency to blame the deceased for misfortunes and the fear of the unknown in the 17th-century Polish-Lithuanian Commonwealth.”

The recent study, “A unique, non-normative burial of a young adult female from a 17th-century cemetery in Pień, north-central Poland. A multidisciplinary approach,” appeared in the Journal of Archaeological Science: Reports.

Tim McMillan is a retired law enforcement executive, investigative reporter and co-founder of The Debrief. His writing typically focuses on defense, national security, the Intelligence Community and topics related to psychology. You can follow Tim on Twitter: @LtTimMcMillan.  Tim can be reached by email: tim@thedebrief.org or through encrypted email: LtTimMcMillan@protonmail.com 

The reason for CIA Director John Ratcliffe’s recent surprise visit to Moscow hasn’t been officially revealed. However, indications suggest that at least part of the unusual trip was meant to warn the Kremlin against possible provocations targeting NATO.

Given its current situation, the idea that Russia might deliberately pick a fight with NATO right now seems, on its face, absolutely insane.

Moscow has failed to achieve anything close to its original objectives in Ukraine. Its military remains heavily committed there, and Kyiv is increasingly taking the war inside Russia, creating additional economic and political pressure on the Kremlin.

Why the hell would Putin want to pick a fight with NATO now?

For starters, there’s an important distinction between provoking NATO and actually wanting to start a war with it. The former may very well be the objective. The latter is something Putin almost certainly wants to avoid.

A deliberately murky incident designed to test NATO’s political resolve and widen the growing divide between the United States and Europe, however, is a different story.

Take, for example, a Ukrainian-made drone, or a convincing Russian copy, that crosses into Lithuania or Latvia and strikes critical infrastructure or a military target. Polish and Baltic intelligence officials have recently warned that Russia could be gearing up for precisely this kind of false-flag operation.

Whatever form the provocation takes, it only needs to be serious enough that NATO cannot ignore it, but ambiguous enough that its members can’t agree on how to respond. And that’s the point.

​Article 5 says an armed attack against one NATO member is considered an attack against them all. However, it neither requires every member to respond in the same way nor automatically commits the alliance to war. Each ally ultimately determines what action it considers necessary. Critically, the treaty itself does not explicitly define what constitutes an “armed attack.”

Create enough ambiguity over whether that threshold has even been crossed, and suddenly 32 governments are left debating not only what happened, but what they are willing to do about it.

This type of hybrid attack would put Washington in an especially uncomfortable position.

With the Iran crisis still ongoing and the midterm elections just months away, the Trump administration would likely be deeply reluctant to risk a direct military confrontation with Russia over an ambiguous incident—even if European governments were pushing for a stronger response.

That alone will deepen political divisions at home while simultaneously widening the existing rift between Washington and Europe.

For Moscow, that’s a hell of a payoff from a relatively small provocation. And ultimately, driving the U.S. and Europe further apart would very likely be the larger strategic objective.

U.S.-European relations are already under extraordinary strain. But one thing often gets overlooked is that for nearly 80 years, the U.S. has served as much of the political glue holding NATO, and indirectly, the wider European security order, together. That role has never been based solely on America’s military strength.

​The United States occupies a distinct position within NATO as one of only two members—along with Canada—located distinctly outside the European sphere. As an “outside” ally, America is powerful enough to help guarantee European security while remaining geographically removed from the historical rivalries that have repeatedly divided the continent.

​Today, Western Europe and the EU can look like a collection of regional best friends. However, historically, they most definitely were not.

​For centuries, European powers competed over territory, resources, influence and security, often with disastrous consequences. One of the great achievements of the post-WWII order was finally breaking that cycle.

In fact, NATO expressly notes that preventing renewed destructive competition in Europe—including “the revival of nationalist militarism in Europe through a strong North American presence”—was one of the founding purposes of the post-World War II transatlantic security order.

We shouldn’t assume Europe’s extraordinary period of tranquility and partnership is somehow its natural state or that it would continue indefinitely under radically different security conditions.

That doesn’t mean European countries will suddenly start shooting at each other if the American “glue” substantially weakens. But national interests, regional rivalries and competing security goals could begin to reemerge. And history gives us plenty of reason to take seriously the possibility that renewed political competition in Europe could eventually become military competition.

In the near term, European governments will begin asking whether resources currently devoted to collective security objectives might eventually be needed closer to home.

And that’s where Ukraine comes into the equation.

If European governments become less certain that the United States will guarantee their security, continued support for Ukraine will look very different in their wider strategic calculations.

Britain, France, Germany, Poland, and the Baltic states will still view Russia as a threat. However, they won’t necessarily agree about how limited defense resources should be allocated, which threats are most urgent, or how much risk each country should accept on Ukraine’s behalf.

​The more national security becomes national again, the harder it is to preserve a unified European position.

​​Russia doesn’t have to defeat NATO militarily. It just has to create a situation where NATO cannot agree on what to do.

That strategy exploits a basic reality of international politics that often gets overlooked because we talk about countries as “friends.” Nations don’t have friends in the same way people do. They have allies with shared strategic interests.

Shift those interests, even slightly, and allies can become competitors. Competitors can become rivals. And history has repeatedly shown what can happen when rivalries in Europe are allowed to spiral out of control.

So if Putin believes he can start pulling at the threads holding NATO together without triggering a war, there is every reason to believe he will try.

The most consequential part of any Russian provocation will not be the incident itself, but how NATO chooses to respond.

​Moscow may be betting that distance, domestic politics, and competing national interests can pull the alliance apart. The best answer would be to prove otherwise.

​The Atlantic may physically separate North America from Europe. Still, in today’s interconnected world, geography provides far less insulation from shared threats than it did 77 years ago when NATO was founded.

Whatever disagreements exist between Washington and European capitals, both sides would do well to remember a fundamental strategic reality. Strong allies make each member stronger, and preserving those relationships remains firmly in everyone’s national interest.

Tim McMillan is a retired law enforcement executive, investigative reporter and co-founder of The Debrief. His writing typically focuses on defense, national security, the Intelligence Community and topics related to psychology. You can follow Tim on Twitter: @LtTimMcMillan.  Tim can be reached by email: tim@thedebrief.org or through encrypted email: LtTimMcMillan@protonmail.com 

A small piece of material sits nearly motionless in the dark. However, shine light on it and within seconds it begins to swell at an extraordinary rate.  Aim the light differently, and the same material can curl itself into a left-handed helix, reverse into a right-handed one, twist into more complicated shapes, or mimic the vines of a climbing plant.

Then turn the lights off, and the instructions disappear.

Researchers at the University of Science and Technology of China have developed a new photoresponsive hydrogel whose 3D shape can effectively expand, change, or even be rewritten into an entirely different configuration depending on where light strikes it.

In experiments reported in Nature Communications, the material expanded more than 80,000% within 40 seconds and could be repeatedly programmed into helices, twists, and hybrid structures.

Researchers also used its light-controlled motion to lift objects and drive a miniature rotary system, pointing toward possible applications in smart materials and soft robotics.

“Reconfiguring handedness in synthetic systems with spatiotemporal control and reversible behavior remains a fundamental challenge in bioinspired robotics and materials science,” researchers write. “Here, we demonstrate homogeneous photoactive hydrogels capable of ultrafast, programmable handed shape-morphing, including helices and twists, through spatially controlled light illumination.”

The ability to program the material after it has already been formed makes the breakthrough especially unusual.

Many shape-changing materials are manufactured with their future behavior already built into them. Different layers, directional fibers, compositional gradients, and pre-patterned structures determine how they will eventually bend, curl, or twist. Once fabricated, those instructions can be difficult, if not impossible, to change.

The new hydrogel begins as a structurally uniform material, with the asymmetry required for complex motion instead created temporarily by the pattern of incoming light. The key to making that possible is an unusually powerful swelling response.

The researchers incorporated a light-sensitive molecule known as spiropyran into a polymer network. When illuminated, the molecule experiences a chemical change that alters the electrical interactions between portions of the polymer. Attractions that normally help keep the network compact weaken or become repulsive, allowing the chains to spread apart and absorb large amounts of water.

The resulting expansion is dramatic. The researchers measured more than 80,000% volume growth after only 40 seconds of irradiation, a combination of speed and magnitude they say exceeds previously reported photoresponsive hydrogels.

Yet, simply making the hydrogel swell was only part of the experiment.

By controlling where the light hits, the team could make some portions of the material expand faster than others. Illuminating one side of a narrow strip creates a swelling gradient through its thickness. The resulting strain mismatch causes the strip to bend first, then curl into a helix.

Illuminating both sides produces a different internal swelling distribution. Rather than curling in the same manner, the strip buckles and rotates along its length, creating a twisted structure. Those shapes are not locked in place. Once the light is removed, the hydrogel relaxes and can later be programmed again.

The direction of the illumination can even determine the material’s “handedness.” Light arriving from one angle can produce a left-handed helix, while lighting the same strip from the opposite direction produces a right-handed one after the material has relaxed in darkness. Researchers repeatedly switched samples back and forth and found that the material retained its reconfigurability after more than 20 consecutive cycles.

More complicated lighting designs produced even stranger results.

By illuminating separate regions of a longer strip independently, researchers created structures containing multiple forms at once. One section could form a helix while another became a twist. Other patterns produced neighboring helices with opposite handedness or helix-twist-helix combinations, creating shapes reminiscent of the spiraling tendrils plants use to wrap around supports.

That ability to rewrite a material’s geometry also translated into mechanical output.

In one demonstration, a 6 mg strip curled into a spring capable of lifting a 50 mg payload or more than eight times its own weight. Researchers also created a light-controlled underwater switch in which the hydrogel moved two conductors into contact, as well as a tendril-like actuator that encircled another object.

The most elaborate demonstration turned the hydrogel’s twisting motion into locomotion.

Researchers connected a floating propeller to a hydrogel strip that served as a rotating shaft, with a paddle attached below the water. When light caused the hydrogel to twist, the paddle rotated, and the propeller began both spinning and traveling around a circular path. Programming the hydrogel’s handedness allowed the system to produce clockwise or counterclockwise motion.

Potentially, the hydrogel breakthrough could lead to soft robots that change shape or movement depending on the task, light-controlled grippers that wrap around delicate objects, or adaptive components that reconfigure themselves without conventional motors and mechanical parts.

Similar hydrogel materials might eventually serve as tiny switches, valves, pumps, or rotating actuators in conditions where running wires or fitting traditional machinery is difficult. Because the same configuration can be reprogrammed rather than permanently locked into one behavior, it could also open the door to devices that perform several different mechanical functions at different times.

However, for now, the experiments remain laboratory demonstrations. Researchers say the material will need faster response times to compete with some other classes of soft actuators.

Further research might improve the efficiency of its molecular photoswitches and redesign the polymer network so water can move through it more quickly.

Still, the wider concept suggests a different way of thinking about programmable matter. Instead of manufacturing a material with one predetermined set of movements, its instructions could arrive afterward as a pattern of light, then disappear and be replaced whenever a different behavior is needed.

“The core innovation of this work lies in the achievement of precise, reversible regulation of structural handedness in homogeneous hydrogels purely via external optical modulation,” researchers write. “The design principle presented here—reversibly encoding spatiotemporally programmable handedness within a homogeneous network through simple light patterns—establishes a method for creating intelligent, adaptive materials with embedded logic and function.”

The study, “Reconfiguring handed shape-morphing and actuation in hydrogels via light-encoded rapid expansion,” appeared in Nature Communications. 

Tim McMillan is a retired law enforcement executive, investigative reporter and co-founder of The Debrief. His writing typically focuses on defense, national security, the Intelligence Community and topics related to psychology. You can follow Tim on Twitter: @LtTimMcMillan.  Tim can be reached by email: tim@thedebrief.org or through encrypted email: LtTimMcMillan@protonmail.com 

Psychedelic drugs are often described as throwing the brain into a state where the usual rules begin to break down. Under psilocybin, neural networks that normally organize perception, thought, and our sense of self loosen, blurring the boundaries between the mind and what we perceive as reality.

Close your eyes, and colors and shapes may appear from nowhere. Music can feel almost physical. Even the familiar boundary between where the self ends and the rest of the world seemingly begins to melt away.

From the outside, this altered state can look a lot like a neurological disorder—a brain becoming less synchronized, less structured, and increasingly chaotic.

But a major new brain-imaging study suggests an unexpected order may be hidden within that apparent chaos. Rather than simply scrambling the brain, psilocybin appears to reorganize its activity, making it unusually sensitive to what a person is experiencing in the moment.

Published in Nature, the study used functional magnetic resonance imaging (fMRI), electroencephalography (EEG), and machine learning to examine 62 adults before and after receiving psilocybin.

Researchers say their results uncover a previously hidden form of organization within the psychedelic brain that helps explain why setting and subjective experience can have such a powerful influence on the psychological effects of psychedelics.

“Under psilocybin, brain networks that help us process our inner world and the world around us became less distinct, but reorganized into patterns that reflected what people were experiencing,” lead author and Research Fellow at the Turner Institute for Brain and Mental Health in the Monash School of Psychological Sciences, Dr Devon Stoliker, said in a statement. “We uncovered hidden order within that disruption.”

Past studies have shown that psychedelics disrupt the brain’s usual organization. Psilocybin acts primarily on serotonin 5-HT2A receptors, reshaping communication between sensory regions and higher-level networks involved in cognition, perception, and our sense of self. Researchers have frequently characterized the resulting brain state as more entropic, desynchronized, and disordered.

The new study does not necessarily contradict those findings. Instead, it suggests conventional measurements may have been missing another layer of organization unfolding over time.

Participants, none of whom had previously used psychedelics, underwent both fMRI and EEG while experiencing four different conditions: resting with their eyes closed, guided meditation, listening to music, and watching a silent movie of moving clouds. Researchers recorded their brain activity during a baseline session and again after participants received a 19-milligram dose of psilocybin.

Standard brain-imaging measurements initially produced results consistent with previous psychedelic research. Psilocybin reduced the degree to which the brain remained divided into distinct functional networks. During eyes-closed conditions, connectivity between sensory areas and the wider brain decreased while integration involving associative regions increased.

One especially intriguing change involved the difference between eyes open and eyes closed. Normally, those states produce clearly distinguishable patterns of brain connectivity.

Under psilocybin, however, that distinction narrowed dramatically. In the visual network, the gap in global functional connectivity between eyes-open and eyes-closed conditions fell by 85 percent.

EEG measurements independently showed a similar convergence. Alpha-band activity, normally associated with suppressing visual information while the eyes are closed, decreased under psilocybin, while brain-wide signal complexity increased. Because the effect appeared using two different methods of measuring brain activity, the researchers argue that psychedelic-induced changes in blood flow cannot simply explain it.

Researchers also used machine-learning techniques to follow changes in brain activity over time. Instead of becoming increasingly random, the brain activity of participants experiencing stronger psychedelic effects formed tighter, more clearly distinguishable patterns corresponding to whether they were resting, meditating, listening to music, or watching the movie.

In other words, as the psychedelic experience intensified, researchers became better able to identify what participants were doing simply from the structure of their brain activity. That is essentially the opposite of what would be expected if psilocybin were merely introducing neural noise.

“This shows that context is not just background to the psychedelic experience,” co-author and researcher at the Turner Institute for Brain and Mental Health in the Monash School of Psychological Sciences,  Dr. Adeel Razi, explained. “What a person is doing and focusing on shapes how their brain responds.”

The effect was particularly strong among people reporting positive experiences involving unity, bliss, self-dissolution, and the disappearance of boundaries between themselves and their surroundings. It was weaker for purely sensory or hallucinatory effects and largely absent for negative experiences, such as anxiety or impaired cognition.

Researchers call this phenomenon “context alignment” and describe the corresponding subjective experience as “embeddedness.”

Embeddedness differs subtly from simply feeling connected to something. The researchers use the term to describe an experience in which the distinction itself begins disappearing—a feeling that the person is continuous with, rather than separate from, the surrounding environment.

Two brain systems appeared especially important. The default mode network, heavily involved in internally directed and self-referential processing, and the visual network, representing the opposite end of a broad gradient toward externally directed sensory processing. Together, changes in these systems accounted for nearly half of the machine-learning model’s improvement in distinguishing different contexts under psilocybin.

Those findings could influence psilocybin and psychedelic-assisted therapy, where a person’s mental state and surrounding environment have long been considered important.

Half of the participants later ranked their psilocybin session among the most meaningful experiences of their lives. One month later, the group also showed improvements in measures of personal meaning, acceptance of death, and bond with nature, although there was considerable variation between individuals.

However, the findings also come with important caveats. The study involved healthy volunteers rather than patients being treated for psychiatric disorders, meaning the results do not establish whether “embeddedness” itself contributes to the therapeutic benefits reported in clinical psychedelic research. Participants also knew they were receiving psilocybin.

While the researchers identified machine-learning signatures associated with subjective experience and subsequent psychological changes, they acknowledge that additional research is needed to determine whether those patterns hold across populations.

Nevertheless, the results present a different way of thinking about what psychedelics do to the brain. Psilocybin may loosen ordinary neural boundaries without eliminating organization. Beneath what looks like disorder when averaged across time, the brain may actually be reorganizing itself around the person’s immediate experience.

“Until now, brain-imaging studies have mainly told us what happens on average across a group. Using artificial intelligence, we could measure this reorganization in each person,” Dr. Razi notes. “If translated to patients, this could eventually help clinicians understand how someone is responding and predict who is most likely to benefit.”

The recent study, “Psychedelics Align Brain Activity with Context,” appeared in the journal Nature.

Tim McMillan is a retired law enforcement executive, investigative reporter and co-founder of The Debrief. His writing typically focuses on defense, national security, the Intelligence Community and topics related to psychology. You can follow Tim on Twitter: @LtTimMcMillan.  Tim can be reached by email: tim@thedebrief.org or through encrypted email: LtTimMcMillan@protonmail.com 

Using the same basic physics based on the familiar hollow tone produced by blowing across an empty bottle, researchers in Switzerland have developed a sound-powered propulsion system that can steer microrobots and even lift tiny machines.

In a new study published in Science Advances, engineers at the Swiss Federal Institute of Technology Lausanne (EPFL) demonstrated that 3D-printed cavities known as Helmholtz resonators can convert sound into directed jets of air and usable thrust.

The researchers built devices ranging from centimeters down to micrometers, used sound to propel and steer tiny boats, and created two microscopic flying machines—one microrobot lifted directly by acoustic thrust and another using rapidly spinning rotor blades. One version generated nearly five times its own weight in thrust, while another spun at up to 13,000 revolutions per minute to produce aerodynamic thrust.

The work points to a new way to power small robots without conventional motors, while also exposing the considerable engineering problems that remain before such machines can operate autonomously.

“While acoustic resonators have been extensively studied in liquids for the realization of untethered microrobots, their implementation in air remains largely unexplored,” researchers write. “The actuation scheme is compatible with even further miniaturization, pushing the boundaries of robotics and aeronautics.”

The idea behind the technology is surprisingly familiar. Blow across the top of an empty bottle and you hear a deep, hollow note created as the air trapped inside begins to vibrate.

Known as Helmholtz resonance, the effect happens because the air inside the bottle and its narrow opening behave somewhat like a mass attached to a spring. When sound at the right frequency excites a specially designed resonator, those vibrations become much stronger, forcing air rapidly through the opening. The resulting airflow can form a directional jet powerful enough to generate thrust.

The researchers set out to harness the same physics behind Helmholtz resonance as an unconventional propulsion method for microrobots.

The researchers designed tiny cavities that take advantage of the same principle. When sound hits one of these resonators at just the right frequency, the air in its narrow neck begins moving rapidly back and forth.

Because that airflow is slightly uneven as it enters and exits, it creates a small but focused jet of air. That jet produces thrust, giving the resonator enough force to help move or even lift a microrobot.

The team 3D-printed resonators ranging from centimeter to micrometer scales, designing them to respond to frequencies between roughly 200 hertz and 40 kilohertz. Experiments showed that larger cavities generally produced greater thrust, while the geometry and thickness of the resonator’s neck played a particularly important role in determining performance.

Importantly, researchers could tune different resonators to different frequencies. That means sound does more than supply power; frequency can effectively serve as a control signal.

The researchers demonstrated the concept using miniature boats equipped with acoustic resonators. One early prototype carried a resonator tuned to 1.2 kilohertz and moved only when exposed to sound at that frequency.

More advanced versions used separate resonators for propulsion and steering, allowing the researchers to guide a boat around obstacles remotely and along a figure-eight course with a mean tracking error of just 5.70 millimeters.

The team also showed that an external speaker is not always necessary. By attaching small vibration transducers directly to resonators, they could send sound through the robot’s structure itself.

This approach allowed the researchers to build a fully integrated boat equipped with its own battery, control electronics, and acoustic transducers. Bluetooth commands activated resonators tuned for propulsion and steering, with a total communication latency of about 30 milliseconds. The boat successfully traced the letters “EPFL,” navigated past obstacles, and could be steered back on course after researchers deliberately disturbed it by blowing air or physically pushing it.

However, shrinking the technology into flying microrobots provided the study’s most striking demonstration.

One microflier consisted of three microscopic resonators operating at 40 kilohertz and weighed only about 150 micrograms. Focused ultrasound caused each resonator to eject a tiny jet of air downward. Together, the three produced a thrust-to-weight ratio of approximately 4.9. The machine accelerated upward, climbed roughly 12 millimeters before settling around seven millimeters above its starting position.

A second design took a different approach. Instead of pointing the acoustic jets downward, the researchers used them to spin a rotor fitted with tiny aerodynamic blades. The entire aircraft weighed 184 micrograms.

Once exposed to ultrasound, the rotor accelerated to approximately 13,000 rpm. Its blades generated enough aerodynamic thrust for takeoff before settling to roughly 6,500 rpm while hovering.

Turning the device upside down prevented it from ascending, helping confirm that aerodynamic thrust, rather than acoustic radiation pressure alone, enabled flight.

Researchers demonstrated unconstrained flight with both microrobot designs. The direct-thrust version climbed rapidly but sometimes flipped in the air. The spinning version was more stable, apparently because its swift rotation provided a gyroscopic stabilizing effect similar to that found in helicopters and spinning discs.

Ultimately, the experiments remain proof-of-concept demonstrations rather than prototypes of free-ranging autonomous microrobots. Airborne propulsion requires external acoustic hardware capable of keeping a sufficiently strong sound field focused on a tiny moving object. That essentially limits the robot’s operating area. Putting the acoustic source onboard offers greater autonomy but might significantly increase the robot’s weight.

The current flying system also operates at a single 40-kilohertz frequency, restricting how independently its resonators can be controlled. The researchers suggest future multifrequency ultrasonic arrays could selectively activate different resonators, allowing small aircraft to steer and coordinate their movement through sound alone.

Further miniaturization is technically possible. Modern 3D nanoprinting can fabricate structures with resolutions around 700 nanometers, possibly allowing resonators only several micrometers across. However, at those scales, viscous forces become increasingly important and may dramatically reduce thrust, meaning simply shrinking the existing design may eventually stop working.

Still, the wider concept could go beyond flying machines. Researchers envision flexible structures containing many differently tuned resonators that can bend, vibrate, or change shape depending on the applied sound frequency, possibly resulting in shape-morphing microrobots and mechanical metamaterials.

“Our work extends the concept of acoustic manipulation toward active propulsion by harnessing cavity resonance to generate directional thrust and controlled motion,” the researchers write. “This approach broadens the scope of airborne acoustic actuation toward small-scale robots capable of autonomous operation in open environments.”

The recent study, “Acoustic Resonators as Wireless Actuators in Air for Small-Scale Robots,” was published in Science Advances. 

Tim McMillan is a retired law enforcement executive, investigative reporter and co-founder of The Debrief. His writing typically focuses on defense, national security, the Intelligence Community and topics related to psychology. You can follow Tim on Twitter: @LtTimMcMillan.  Tim can be reached by email: tim@thedebrief.org or through encrypted email: LtTimMcMillan@protonmail.com 

One of the biggest challenges in the search for alien life is that Earth remains the only example of life we know. As a result, nearly every attempt to identify biology elsewhere starts, at least partly, by looking for chemistry that resembles life here.

Researchers at the University of Glasgow are exploring a different strategy. Rather than asking whether an alien molecule looks biological by Earth standards, they propose asking a more fundamental question: How difficult was that molecule to make?

In a new study published in the Proceedings of the National Academy of Sciences, researchers demonstrate a method that combines mass spectrometry with machine learning to estimate what researchers call “molecular assembly,” or MA.

The concept comes from Assembly Theory, which attempts to quantify molecular complexity by identifying the minimum number of construction steps needed to build a molecule. Researchers argue that when highly complex molecules appear repeatedly and in abundance, their existence may point to a process that is consistently steering chemistry down particular pathways.

That could make molecular assembly useful as an “agnostic” biosignature—one that does not depend on alien life sharing Earth’s chemistry.

“There is a growing interest in ‘agnostic’ life detection strategies: methods that can identify molecular signs of life without needing an exact understanding of what that life might look like, or how it might interact with a complex, poorly characterized environment,” the researchers write. “The measured assembly index, defined as the number of steps along the shortest construction pathway, is fixed for each molecule and does not depend on external conditions, such as the environment in which the molecule might be detected or the specific ‘alien’ biochemistry from which it might arise.”

The researchers’ proposed “agnostic” approach could become increasingly important as scientists encounter tantalizing, but often ambiguous, chemical signals in the search for alien life.

Methane on Mars, phosphine reported in Venus’s atmosphere, and dimethyl sulfide proposed as a possible biosignature within exoplanet atmospheres have all attracted attention because living organisms can produce those compounds.

However, biology is not the only way to make them. Methane, for example, can emerge from geologic processes. Dimethyl sulfide is strongly associated with life on Earth, yet it has also been detected in cometary material and produced in laboratory experiments simulating primordial chemistry.

The presence of a particular molecule, in other words, does not necessarily tell scientists what produced it. Molecular assembly approaches the problem from a different angle. Under Assembly Theory, researchers calculate the shortest possible pathway for constructing a molecule from simpler building blocks. A molecule with an MA of 40, for example, has a shortest construction pathway twice as long as one with an MA of 20.

The reasoning is rooted in probability. Undirected chemistry has an enormous range of possible molecular structures. As molecules become more complex, the odds of repeatedly producing the same highly elaborate structure shrink unless something constrains the process.

Biological systems store and use information to direct chemical reactions toward particular outcomes, permitting organisms to manufacture the same complicated molecules again and again instead of wandering randomly through the immense space of possible chemistry.

Previous experiments cited in the study found an approximate dividing line between abiotic and biological samples at an assembly index of around 15.

Perhaps more importantly, in the search for alien life, scientists would not necessarily need to know what a molecule is before recognizing that it is unusually complex.

That could be especially useful on worlds such as Mars, Europa, Enceladus, or Titan, where spacecraft may encounter compounds unlike anything commonly found on Earth.

Several proposed planetary missions use, or could use, mass spectrometers. These instruments analyze molecules by measuring ions’ mass-to-charge ratios.

More sophisticated multistage mass spectrometers can repeatedly break molecules apart, giving indications of their structure and assembly history. But spacecraft operate under severe limits on power, mass, computing capacity, and instrument complexity. Many planetary missions, therefore, rely on simpler, single-stage mass spectrometry.

To close that gap, the researchers trained an XGBoost model on standardized mass spectra from the National Institute of Standards and Technology Chemistry WebBook. The model learned to estimate molecular assembly directly from single-stage spectra.

According to the study, it reduced relative mean squared error threefold compared with the best-performing baseline model, cutting the figure from 0.12 to 0.04.

The model also tended to underestimate molecules with especially high MA values. For a life-detection system, that bias could be preferable. It means the model was more likely to be conservative than to classify a molecule as an unusually strong biosignature mistakenly.

Researchers envision future spacecraft using this kind of analysis autonomously. A rover or lander that detects molecules with unusually high assembly scores might flag the surrounding area for closer inspection, prioritize certain samples, or identify material worth returning to Earth.

The study explicitly evaluated conditions designed to resemble instruments proposed for missions to Titan and Europa.

The same framework also raised another, more speculative possibility: when the researchers compared very large molecular databases, they identified several medical compounds with unusually high MA values. Their complexity was not the product of biology alone, but of deliberate human synthesis.

That led the team to suggest that particularly complex artificial molecules might serve as “molecular technosignatures”—chemical evidence oftechnology, rather than life itself.

For now, however, the method remains far from being a ready-to-fly alien-life detector. Instrument settings strongly affected performance. In simulated experiments, changing impact energies could nearly double prediction error, while one comparison increased it by more than 2.3 times. Molecules that break apart unusually easily can also cause the model to overestimate assembly, while molecules that resist fragmentation may be underestimated.

The researchers therefore describe the study as a proof of concept. Turning the approach into an effective tool for planetary investigation would require standardized databases, careful instrument calibration, and chromatographic separation to isolate individual molecules before analysis.

Future versions could also combine mass spectrometry with other techniques, including nuclear magnetic resonance or infrared spectroscopy. Infrared measurements, the researchers suggest, extend aspects of the approach to the remote study of exoplanet atmospheres.

Yet the wider goal is significant. Instead of deciding beforehand what alien biology should produce, scientists could search for evidence that a process has persistently directed chemistry toward highly specific, complex outcomes.

“In this work, we presented a proof-of-concept demonstrating the potential use of ML to predict the MA molecular complexity as a biosignature from in situ mass spectrometers during future space missions,” the researchers write. “Although the application of ML in life detection remains a nascent endeavor, it holds significant promise.”

The recent study, “Molecular Assembly as a Universal Biosignature Measurable by Mass Spectrometry,” appeared in Proceedings of the National Academy of Sciences.

Tim McMillan is a retired law enforcement executive, investigative reporter and co-founder of The Debrief. His writing typically focuses on defense, national security, the Intelligence Community and topics related to psychology. You can follow Tim on Twitter: @LtTimMcMillan.  Tim can be reached by email: tim@thedebrief.org or through encrypted email: LtTimMcMillan@protonmail.com