Breaking
GLOBALFIFA Rejects Belgium's Challenge on Balogun's Eligibility for US vs. BelgiumJP高市首相、参院予算委・党首討論の開催をようやく受諾 法案成立へ強硬姿勢を転換BRItamaraty vê 'risco' de EUA usarem 'força militar' contra o Brasil após PCC e CV serem declarados terroristasKR필라델피아 에이스 산체스, 캔자스시티에 15실점 대패...사이영상 경쟁 빨간불KR한화오션·HD현대중공업, 캐나다 잠수함 사업 수주 실패에 아쉬움 표명AUMine worker's widow slams 'nothing' fine after husband's fatal accidentARبرونو فرنانديز ينتقد أداء البرتغال بعد الخسارة أمام إسبانياAUCuba Plunged into Darkness by Nationwide Power OutageKR삼성전자 2분기 '어닝 서프라이즈'…코스피 반등 기대감↑DEUSA-Trainer Pochettino setzt Balogun trotz Aufhebung der Rot-Sperre einGLOBALFIFA Rejects Belgium's Challenge on Balogun's Eligibility for US vs. BelgiumJP高市首相、参院予算委・党首討論の開催をようやく受諾 法案成立へ強硬姿勢を転換BRItamaraty vê 'risco' de EUA usarem 'força militar' contra o Brasil após PCC e CV serem declarados terroristasKR필라델피아 에이스 산체스, 캔자스시티에 15실점 대패...사이영상 경쟁 빨간불KR한화오션·HD현대중공업, 캐나다 잠수함 사업 수주 실패에 아쉬움 표명AUMine worker's widow slams 'nothing' fine after husband's fatal accidentARبرونو فرنانديز ينتقد أداء البرتغال بعد الخسارة أمام إسبانياAUCuba Plunged into Darkness by Nationwide Power OutageKR삼성전자 2분기 '어닝 서프라이즈'…코스피 반등 기대감↑DEUSA-Trainer Pochettino setzt Balogun trotz Aufhebung der Rot-Sperre ein
Newsgather
BackGiant Apex Predator Octopuses Discovered in Cretaceous Fossil Record
Giant Apex Predator Octopuses Discovered in Cretaceous Fossil Record
Science
Ars Technica4/24/2026Science4 min readUnited States

Giant Apex Predator Octopuses Discovered in Cretaceous Fossil Record

Digital Fossil Mining technique reveals 19-meter intelligent cephalopods that may have dominated Mesozoic oceans alongside vertebrates

Quick Look

  • Researchers using a new Digital Fossil Mining technique have discovered fossilized jaws from giant Cretaceous octopods that reached up to 19 meters in length, challenging the long-held view that vertebrates alone dominated the Mesozoic marine food chain.
  • The species Nanaimoteuthis haggarti had powerful beaks showing wear patterns from crushing hard prey, and lateralized behavior suggesting high intelligence comparable to modern octopuses.

AI-generated summary

Why It Matters

For decades, paleontologists believed vertebrates dominated Cretaceous marine food chains, with mosasaurs, plesiosaurs, and large sharks as apex predators. Octopuses were considered prey that evolved protective shells. Octopuses rarely fossilize because their soft bodies decay rapidly, leaving only chitinous jaws.

Font size

Some 80 million years ago, the late Cretaceous oceans were patrolled by 17-meter mosasaurs, long-necked plesiosaurs, and massive, predatory sharks. For decades, the paleontological consensus was that this was the age of vertebrates; anything without a backbone was lunch. However, a new Science paper argues there was another apex predator lurking in the depths, and it didn't have a single bone in its body. Researchers have uncovered the fossilized remains of ancient, finned octopuses that likely reached lengths of up to 19 meters. They were armed with powerful, hardened beaks and likely had high intelligence.

Reverse 3D printing

“Before this study, Cretaceous marine ecosystems were generally understood as worlds in which large vertebrate predators occupied the top of the food web,” said Yasuhiro Iba, a paleontologist at Hokkaido University and co-author of the study. Invertebrates, on the other hand, were seen as prey that evolved protective structures such as hard shells in response to predation. Octopuses were especially difficult to evaluate because they rarely fossilize. “Our study changes that picture,” Iba said.

The reason it has taken so long to place a giant octopus at the top of the Mesozoic food chain is that octopuses are essentially highly organized bags of water and muscle. When they die, their soft tissues decay rapidly, leaving almost nothing behind for the fossil record. The only octopus body parts that do fossilize are their chitinous jaws, which look a bit like parrot beaks. These beaks, though, are also extremely hard to spot when they are embedded in dense marine rock formations.

To find them, Iba's team deployed a technique they called Digital Fossil Mining. Instead of relying on traditional imaging techniques based on X-rays, Iba and his colleagues used high-resolution grinding tomography to physically shave away microscopic layers of the rock. It worked like a destructive 3D printer working in reverse. Rocks that could potentially be hiding the beaks were first embedded in resin to hold them together and then ground layer by layer with every individual slice photographed along the way. Then, thousands of resulting images were compiled into full-color, 3D digital datasets of the rock's interior.

“We then used an AI model to analyze these large datasets and detect fossils embedded inside,” Iba said. “Once detected, the fossils were digitally extracted as 3D models.”

When Iba and his colleagues examined these digitally reconstructed beaks, it became apparent that the creatures they belonged to must have been terrifying.

Sizing a kraken

“We were very surprised,” Iba said. “We already knew that the jaws were large, but the body size estimates were striking.” The largest fossilized lower jaws Iba's team has recovered surpassed the size of the modern giant squid by a factor of 1.5—and giant squids can grow up to 12 meters. According to the study, Nanaimoteuthis haggarti, the species this jaw belonged to, may have reached between 6.6 and 18.6 meters in total length. “It was comparable in size to some of the largest marine predators of the Cretaceous,” Iba said.

But because we've never recovered a complete Nanaimoteuthis haggarti's body, these size estimates come with a caveat. The team evaluated the size of the ancient octopuses using allometric calculation—a method that used the proportional growth rates of modern, long-bodied finned octopuses to extrapolate the size of their extinct relatives.

“The main limitation is that body size estimates have a range,” Iba acknowledges. “Different modern species have different allometric relationships between jaw size and body size.” But even assuming the smallest possible size, Nanaimoteuthis haggarti was still huge for an octopus.

The Digital Fossil Mining, besides discovering the beaks in the first place, enabled Iba's team to observe very fine details of their structure. “This was essential for reconstructing feeding behavior,” Iba said. That reconstruction suggests that Nanaimoteuthis haggarti was a brutal hunter.

Reading the beaks

The outer surfaces of the fossilized beaks were heavily polished, their sharp edges rounded off, and their surfaces marred by deep scratches and millimeter-scale chips. According to the team, this wasn't post-mortem damage from tumbling in the current, as the geological context of the find indicated transport abrasion was unlikely. Additionally, the researchers found that this wear was present only in adult specimens, was completely absent in juveniles, and was missing from the jaws of squids.

“This strongly suggests that the wear was produced during life by feeding, not by fossilization or later damage,” Iba said. “In other words, these animals were repeatedly using their jaws to crush hard structures such as shells and possibly bones.”

The wear, the researchers demonstrate in their study, was more severe than what is typically seen in modern cephalopods that feed on hard prey. On top of that, when analyzing the beaks, the team noticed a distinct pattern. The wear wasn't uniform. The right edge of the jaw was consistently more worn down, chipped, and scratched than the left. The team concluded this asymmetry wasn't an accident but a proof of lateralized behavior. It's a tendency we observe in modern octopodes, which often favor a specific side of their body or a particular eye when performing complex tasks. In biology, lateralized behavior is usually linked to a highly sophisticated, specialized nervous system.

“Of course, we cannot directly measure intelligence from a fossil,” Iba said. “But the asymmetric wear suggests that these animals may also have had advanced and individualized hunting behavior, similar in some ways to modern octopuses.” They were not just huge and powerful. They were probably smart.

The evolutionary arms race

A highly intelligent, 19-meter-long cephalopod actively hunting and crushing prey suggests that the Cretaceous evolutionary arms race wasn't entirely dominated by vertebrates. By shedding heavy shells like those seen in early nautiloids and ammonites, the ancestors of modern octopuses traded passive defense for active offense. They gained explosive swimming speed, vast improvements in eyesight, and the neurological capacity required for advanced cognition.

“Our study highlights convergent evolution. Vertebrates and cephalopods have very different evolutionary origins, but both evolved toward becoming large, intelligent marine predators with powerful jaws, flexible bodies, high mobility, and advanced behavior,” Iba said.

He notes that Cretaceous marine ecosystems were most likely way more complex than we thought. Iba also hopes the Digital Fossil Mining technique can be used to learn more about this complexity. “One major direction is to apply Digital Fossil Mining to many more fossil-bearing rocks,” Iba told Ars. “This approach allows us to uncover organisms and structures that were previously almost invisible in the fossil record.”

The technique, he thinks, is especially important for animals like octopuses and squids, which rarely fossilize. The team ultimately wants to reconstruct a more complete history of cephalopods. “More broadly, our goal is to reveal the hidden components of ancient ecosystems and build a much more complete picture of how past ecosystems really worked,” Iba said.

Science, 2026. DOI: 10.1126/science.aea6285

What to Watch

AI outlook — possibilities, not facts

  • Digital Fossil Mining will be applied to other fossil-bearing rocks to uncover more soft-bodied organisms

    Very likely · Within months

  • More complete cephalopod evolutionary history will be reconstructed

    Likely · Within years

  • Reevaluation of other Cretaceous marine food web models

    Possible · Within years

Open Questions

  • Where exactly were the fossils found geographically?
  • What specific rock formations contained the fossils?
  • How many individual specimens were analyzed?
  • What was the exact geological age of the fossils?

Related Topics

This article was originally published by Ars Technica.

Related Stories

More on this topicpaleontology