Chipset on circuit board for semiconductor industry, 3d rendering
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What if you could have conventional large language model output with 10 times to 20 times less energy consumption?
And what if you could put a powerful LLM right on your phone?
It turns out there are new design concepts powering a new generation of AI platforms that will conserve energy and unlock all sorts of new and improved functionality, along with, importantly, capabilities for edge computing.
What is Edge Computing?
Edge computing occurs when the data processing and other workloads take place close to the point of origin, in other words, an endpoint, like a piece of data collection hardware, or a user’s personal device.
Another way to describe it is that edge computing starts to reverse us back away from the cloud era, where people realized that you could house data centrally. Yes, you can have these kinds of vendor services, to relieve clients of the need to handle on-premises systems, but then you have the costs of transfer, and, typically, less control. If you can simply run operations locally on a hardware device, that creates all kinds of efficiencies, including some related to energy consumption and fighting climate change.
Enter the rise of new Liquid Foundation Models, which innovate from a traditional transformer-based LLM design, to something else.
A September 2024 piece in VentureBeat by Carl Franzen covers some of the design that’s relevant here. I’ll include the usual disclaimer: I have been listed as a consultant with Liquid AI, and I know a lot of the people at the MIT CSAIL lab where this is being worked on. But don’t take my word for it; check out what Franzen has to say.
“The new LFM models already boast superior performance to other transformer-based ones of comparable size such as Meta’s Llama 3.1-8B and Microsoft’s Phi-3.5 3.8B,” he writes. “The models are engineered to be competitive not only on raw performance benchmarks but also in terms of operational efficiency, making them ideal for a variety of use cases, from enterprise-level applications specifically in the fields of financial services, biotechnology, and consumer electronics, to deployment on edge devices.”
More from a Project Leader
Then there’s this interview at IIA this April with Will Knight and Ramin Hasani, of Liquid AI.
Hasani talks about how the Liquid AI teams developed models using the brain of a worm: C elegans, to be exact.
He talked about the use of these post-transformer models on devices, cars, drones, and planes, and applications to predictive finance and predictive healthcare.
LFMs, he said, can do the job of a GPT, running locally on devices.
“They can hear, and they can talk,” he said.
More New Things
Since a recent project launch, Hasani said, Liquid AI has been having commercial discussions with big companies about how to apply this technology well to enterprise.
“People care about privacy, people care about secure applications of AI, and people care about low latency applications of AI,” he said. “These are the three places where enterprise does not get the value from the other kinds of AI companies that are out there.”
Talking about how an innovator should be a “scientist at heart,” Hasani went over some of the basic value propositions of having an LLM running offline.
Look, No Infrastructure
One of the main points that came out of this particular conversation around LFMs is that if they’re running off-line on a device, you don’t need the extended infrastructure of connected systems. You don’t need a data center or cloud services, or any of that.
In essence, these systems can be low-cost, high-performance, and that’s just one aspect of how people talk about applying a “Moore’s law” concept to AI. It means systems are getting cheaper, more versatile, and easier to manage – quickly.
So keep an eye out for this kind of development as we see smarter AI emerging.
Scarlett Johansson gets honest about filming experience of ‘Jurassic World Rebirth’
Scarlett Johansson has just recalled a painful experience from Jurassic World Rebirth.
The Hollywood actress plays the role of Zora Bennett, who leads a team on a mission to retrieve dinosaur DNA.
During an interview with People, the Black Widow actress candidly talked about her filming experience in Thailand.
Recalling the scene in which she and Jonathan Bailey were rappelling down a cliff, Johansson said, “We wore harnesses under our actual harness.”
“You have a movie harness that looks like a harness, then you have an actual harness that’s hooked up to a line, because you’re not actually abseiling, you’re on a stunt rig.”
Sharing another incident, she told the outlet, “When we first got to Thailand, we had to do a camera test of the full costume and all that stuff, and just putting all the pieces of the costume together and then standing in a mosquito-infested bush, I was like, ‘This is really happening.’”
However, the 40-year-old actress noted that the experience was insane but also rewarding.
“We all laughed a lot, and we were thrown into such extraordinary circumstances physically. Half our set would wash away, and then ten minutes later it would grow too large, and there’s no continuity to anything because the sun was moving in. It was just insane,” she added before quitting chat.
Jurassic World Rebirth was released in cinemas on July 2, 2025.
Today is Independence Day in the United States, and many Americans will be gathering to celebrate the Fourth of July holiday with friends and family. If you are headed to a backyard BBQ, we have a fun iPhone party trick to share with you.
If you have a compatible iPhone model with a LiDAR Scanner (see the list below), you can measure a person’s height in Apple’s built-in Measure app. This way, you can see how much your nieces and nephews have grown since you last saw them, or find out if your favorite uncle is as tall as he claims he is. This might sound silly (it totally is!), but many people have no idea that iPhones offer this neat little feature.
Steps
Open the Measure app.
Make sure the person is visible on your iPhone’s screen from head to toe.
Wait a moment, and a line should appear at the top of the person’s head with their height measurement.
To take a photo of the measurement, tap the shutter button (white circle in the bottom-right corner).
You can save and share the photo of the person with their height measurement if you prefer.
Tips
The app measures a person’s height from the ground to the top of their head or hair. However, if the person is wearing a hat, the height measurement will be from the ground to the top of the hat.
You can also measure a person’s seated height.
You can switch between imperial (feet and inches) and metric (centimeters) in the Settings app under Measure → Measure Units.
Compatible iPhones
The feature requires an iPhone model with a LiDAR Scanner:
iPhone 12 Pro
iPhone 12 Pro Max
iPhone 13 Pro
iPhone 13 Pro Max
iPhone 14 Pro
iPhone 14 Pro Max
iPhone 15 Pro
iPhone 15 Pro Max
iPhone 16 Pro
iPhone 16 Pro Max
The feature is not available on any other iPhone models.
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Your eyes do more than show your brain what’s happening in the world around you. They also reveal how well your brain may fare in the years ahead, including whether or not you might develop dementia.
A long‑running study of 8,623 adults has found that a subtle slowdown in detecting a faint triangle on a computer screen can hint at Alzheimer’s disease up to 12 years before diagnosis.
Lead author Eef Hogervorst of Loughborough University says the simple test “could slot into routine checkups without adding a single drop of blood.”
Vision timing signals brain trouble
Participants pressed a button when they spotted a triangle drifting amid random dots. Those who later developed dementia needed roughly two extra seconds – a gap large enough to raise their future risk by 56 percent.
The task measures visual processing speed, the time the brain takes to register and respond to a stimulus. Sluggish scores predicted dementia even after researchers adjusted for age, education, and cardiovascular health.
“Visual sensitivity is related to memory performance,” noted Hogervorst. She adds that eyesight often declines quietly, leaving people unaware until memory falters.
A similar pattern appeared in an independent analysis showing that early amyloid plaques disrupt visual signals before memory centers suffer. Taken together, the findings suggest eye‑based tests could extend the warning window for preventive care.
Eyes offer dementia warning
The retina is an outgrowth of the brain, so toxic proteins can accumulate there first. Researchers now examine retinal layers for thinning, abnormal blood vessels, and microscopic deposits that mirror cerebral changes.
Damage often begins in the occipital cortex, the region that deciphers vision, before spreading to the hippocampus. That makes contrast sensitivity, color discrimination, and motion detection early casualties.
People with Alzheimer’s also struggle to ignore distractions. “These problems could increase the risk of driving accidents,” warned Thom Wilcockson, a psychologist at Loughborough University.
Eye-tracking research confirms the concern, showing that older drivers with dementia exhibit erratic saccades, longer fixations, and reduced scanning range – all linked to crash risk.
What slowing detection really means
Spotting a shape on a screen sounds trivial, yet it taps fast neural circuits shared with memory. When those circuits lag, forgetting names and appointments may follow.
The Norfolk data showed the triangle test remained significant after standard memory exams were considered. In clinics, combining both could improve accuracy while saving time and cost.
Slower vision also correlates with trouble recognizing faces, a social cue often missed in early dementia. Patients skim past eyes and mouths, failing to “imprint” new acquaintances and later feeling lost in familiar rooms.
Several groups are testing whether directed eye exercises can sharpen recall. Early trials of rapid left‑right movements report modest gains, though results remain mixed.
Smartphones join dementia fight
High‑grade eye trackers once cost thousands of dollars. A California team has squeezed similar optics into a smartphone app that uses the front‑facing infrared camera to measure pupil changes.
The prototype walks users through a brief pupil dilation task, then uploads data for cloud analysis. Engineers hope the approach will let families monitor brain health between clinic visits.
Consumer wearables are also inching closer. Some virtual‑reality headsets already track gaze direction at millisecond resolution, offering another route for large‑scale screening.
Still, technology alone is not enough. Experts stress the need for clear guidelines to avoid false alarms and protect privacy.
Fight dementia with eye health
Lifestyle counts, too. A 14‑year study of almost 2,000 older adults found those who read at least once a week cut cognitive decline odds by nearly half.
Reading, watching subtitles, or knitting forces the eyes to dart and refocus, a workout for neural networks. Longer education and regular exercise add extra cognitive reserve, buffering the toll of disease.
Optometrists recommend annual exams after people reach 60 years of age.
Reporting new glare, color shifts, or slowed adaptation can nudge physicians to order broader cognitive checks.
Vision‑friendly habits help, too. Good lighting, high‑contrast text, and blue‑green filters reduce strain and may delay functional loss.
Finally, keep blood vessels healthy. Controlling blood pressure, diabetes, and cholesterol supports both retinal and cerebral circulation, tying the two organs together.
The study is published in Scientific Reports.
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Why we’ll have to wait a bit to say yay or nay on a 2024 YR4 lunar impact.
Predicting the precise path of a new asteroid or comet is a complex affair; the more observations you have, the better you know where an object will be, years hence.
Asteroid 2024 YR4 was discovered late last year, and found to have a trajectory passing through the Earth/Moon system in 2032. The world’s telescopes focused on the potential threat and downgraded the chance to negligible for the Earth…but the asteroid still has a non-zero chance of hitting the Moon. As the asteroid became too dim to continue observing, its Moon impact chance stood at 4%. When will we update this number? Not until it does another close flyby in 2028.
The Discovery
Asteroid 2024 YR4 was discovered by the Asteroid Terrestrial-impact Last Alert System (ATLAS) as a +13th magnitude object moving through the constellation Hydra the Sea Serpent on the night of December 27th, 2024. The 60-meter space rock was actually discovered two days after closest Earth approach, which was on Christmas Day at 828,800 kilometers away, just over twice the Earth-Moon distance.
As is the case with lots of asteroids approaching from the sunward direction, 2024 YR4 was outbound on discovery. The Chelyabinsk bolide that exploded over the Russian city of the same name on February 15th, 2013 snuck up on us as well… and just last week, a daytime fireball was seen over central Georgia, and showered an area with recovered fragments.
Anatomy of a (Potential) Impact
The asteroid immediately created a stir, as there seemed to be a slight chance of an Earth impact on December 22nd, 2032. At 60 meters across, the asteroid is smaller than an extinction triggering impact such as the 10 kilometer Chicxulub asteroid which hit off of the Yucatan peninsula 66 million years ago, and was instead dubbed a ‘city killer…’ Maps were even published showing a tentative impact swath across South America, the Atlantic, Africa and the Middle East.
Credit: A risk level comparison for dangerous asteroids. Credit: ESA.
It even briefly held a notable Torino scale rating of 3 during its first month of discovery—one of few new asteroid discoveries to do so. 99942 Apophis had the highest, briefly hitting a rating of 4 for its 2029 pass, after discovery in 2004. As is usually the case, further observations including ones tasked to JWST shrunk the potential for an Earth impact to zero. However, the chances of a lunar impact actually crept upward, and now stand at 4%.
More observations are needed before we’ll know for sure. Unfortunately, we’ll have to wait to refine the orbit of 2024 YR4 further. On a 4 year orbit around the Sun, the asteroid ranges from a perihelion 0.85 AU from the Sun, out to an aphelion in the asteroid belt at 4.18 AU distant. Next aphelion for the asteroid is set for November 22nd, 2026.
Bruno Crater; an impact from 2024 YR4 may produce a similar result. Credit: NASA/LRO
What if asteroid 2024 YR4 actually hit the Moon? The Moon phase at impact will be 70% illuminated, waning gibbous on December 22nd, 2032 around 15:20 Universal Time (UT), the approximate time that 2024 YR4 will be in the vicinity of the Moon. Viewing would favor the Pacific Ocean region… though it’s uncertain at this point just what area of the Moon the asteroid would strike, if it hits the Moon at all. Certainly, the near nighttime side would be favorable for observation. The asteroid will be approaching the Earth from the direction of Sagittarius (the same constellation the Sun crosses in late December).
An impression of a small asteroid striking the gibbous Moon. Credit: Created by the author using ChatGPT.
Protecting the Planet From Sunward Space Rocks
Clearly there’s lots more out there to discover in terms of near-Earth asteroids. Vera Rubin revealed an amazing 2,104 new asteroids on its first run. NASA still plans to launch their NEO Surveyor mission to scout for asteroids in September 2027. The mission survived the current budget FY2026 cuts and passed its Critical Design Review phase earlier this year.
The European Space Agency (ESA) also has plans to hunt for asteroids using space-based assets as well. ESA’s Near Earth Object Mission in the Infrared (NEOMIR) will head to the Sun-Earth L1 point. This location is the home of the Solar Heliospheric Observatory (SOHO), the Deep Space Climate Observatory (DSCOVR) and more. Launching in the 2030s, NEOMIR would use its infrared ‘eyes’ to scour the sky, detecting objects such as 2024 YR4 before they came close to the Earth.
NEOMIR in space. Credit: ESA
“We looked at how NEOMIR would have performed in this situation, and the simulations surprised even us,” says Richard Moissl (Head of ESA’s Defense Office) in a recent press release, referring to the expected performance of NEOMIR. “NEOMIR would have detected asteroid 2024 YR4 about a month earlier than ground-based telescopes did. This would have given astronomers more time to study the asteroid’s trajectory and allowed them to much sooner rule out any chance of Earth impact in 2032.”
A lunar impact would give astronomers a first-ever opportunity to witness such an event first-hand…and study such an event like never before. And heck, it would put on a show for amateur astronomers as well (assuming it doesn’t hit the lunar farside). Is it wrong that I kind of want to see this happen?
Over 33.3% of pregnancy-related deaths are due to cardiovascular diseases, with acute myocardial infarction (AMI) being a significant contributor to maternal mortality.1 While the risk of AMI during pregnancy and the early postpartum period is relatively low (6 to 10 cases per 100,000 pregnancies), it is three times higher compared to non-pregnant women of reproductive age.2,3 Pregnant women who experience AMI have a 22-fold higher in-hospital mortality risk, with a 37% mortality rate and the potential loss of both mother and child.1,4 In the past 20 years, the incidence of AMI in pregnancy has increased, likely due to the rising average maternal age and greater prevalence of risk factors.5,6 The etiology of AMI also differs significantly. In the general population, most cases result from atherosclerotic coronary artery disease. However, among pregnant women, approximately 40% of AMI cases are associated with spontaneous coronary artery dissection (SCAD). Atherosclerosis accounts for around 27% of cases, while myocardial infarction with non-obstructive coronary arteries (MINOCA) represents up to 29%.2,7,8
The pathophysiology of SCAD remains unclear and likely multifactorial. It involves spontaneous coronary artery dissection due to an intramural hematoma, with or without intimal rupture.7,8 SCAD is often linked to arteriopathies, connective tissue disorders, and autoimmune diseases.8 Pregnant women, especially in the third trimester and postpartum, are at higher risk, particularly those who have undergone infertility treatment, including in vitro fertilisation.9–11
Case Report
A 28-year-old female, gravida 3, at 37 weeks of gestation, was admitted to the district central hospital via emergency medical services with complaints of a single episode of vomiting, nausea, constrictive retrosternal pain, and a sensation of rapid heartbeat. She attributed the onset of symptoms to the consumption of a low-alcohol beverage the previous evening (300 mL of light beer) along with potato chips.
Her medical history revealed a prior smoking habit, with a four-year history of tobacco use, smoking up to 15 cigarettes per day (pack-year index: 3). She discontinued smoking upon conception of the current pregnancy. Her family history was unremarkable for cardiovascular disease, connective tissue disorders, or sudden cardiac death. The patient’s obstetric history included a spontaneous miscarriage at 11 weeks of gestation in 2015. In 2018, she had an uncomplicated full-term pregnancy, resulting in a vaginal delivery of a healthy female neonate weighing 3300 g.
The emergency medical team administered antispasmodics with minimal effect. The time from the onset of symptoms to hospitalization was 7 hours. An electrocardiogram (ECG) was performed immediately upon arrival (Figure 1, ECG from 24.09.23), showing no signs of acute ischemia. Troponin I was measured at 0.10 ng/mL (normal value: up to 0.16 ng/mL). Routine laboratory tests showed elevated total cholesterol (TC) at 7.03 mmol/L, low-density lipoprotein cholesterol (LDL-C) at 4.70 mmol/L, high-density lipoprotein cholesterol (HDL-C) at 1.48 mmol/L, and triglycerides (TG) at 2.74 mmol/L. These findings were considered physiological for late pregnancy and not indicative of a primary lipid disorder.
Figure 1 Initial ECG recording taken on admission. No signs of acute ischemia are seen.
Upon admission, the patient continued to experience recurrent episodes of constricting retrosternal pain. A repeat investigation was performed, revealing a significant rise in troponin I levels, which was 14.31 ng/mL, 4 hours after hospitalization. The repeat ECG (Figure 2, ECG from 24.09.23) showed ST-segment elevation in leads I, aVL, and V4-V6, with reciprocal ST depression in leads II, III, aVF, and negative T-waves in leads I and aVL. Echocardiography demonstrated septal and anterior left ventricular wall hypokinesis with left ventricular ejection fraction of 50%. Given the patient’s clinical symptoms, ECG findings, and the increase in myocardial necrosis markers, along with input from relevant specialists, the decision was made to transfer the patient to a center capable of providing specialized care.
Thus, the patient was admitted to the intensive care unit of the maternity hospital for further observation and continuous cardio-respiratory monitoring. An ultrasound was immediately performed in the obstetrics department to assess the fetal condition. At the time of admission, the patient did not report any complaints, and the ECG showed no abnormalities. Considering the transient, rapidly evolving changes on the ECG, which were clearly associated with retrosternal pain, and the significant rise in myocardial necrosis markers over time, a presumed diagnosis of acute type 2 myocardial infarction was made.
A decision was reached to proceed with conservative management, and the patient was started on enoxaparin 0.4 mL twice daily subcutaneously and acetylsalicylic acid (ASA) 100 mg once daily. The following day, the patient again complained of severe retrosternal pain, which did not alleviate despite the administration of nitrates and required opioid analgesics. In response, an echocardiogram was immediately performed, revealing hypokinesis of the anterior segment of the left ventricular wall. The repeat ECG (Figure 3, ECG from 26.09.23) was registered. The aforementioned changes were interpreted as an expansion of AMI, prompting the decision to proceed with urgent coronary angiography to determine the subsequent treatment strategy. During the coronary angiography, a femoral access was used. A long dissection in the mid-distal segment of the left anterior descending artery (LAD) was noted (Figure 4A). Two Resolute Integrity (DES) stent systems were then implanted using the “stent-in-stent” technique. Follow-up angiography showed complete stent deployment in the LAD, with adequate positioning and restoration of the main blood flow through the LAD (TIMI – 3; TIMI myocardial perfusion grade – 3) (Figure 4B). No significant narrowings were identified in the left circumflex artery or the right coronary artery.
Figure 3 ECG taken during symptom recurrence, revealing expansion of ischemic changes.
Figure 4(A) Coronary angiography identifying a long dissection in the left anterior descending artery (arrow). (B) Post-stenting angiography confirming restored blood flow in the affected artery (ellipse).
Following PCI, clopidogrel (75 mg once daily) and bisoprolol (1.25 mg once daily) were added to the patient’s treatment regimen. Regarding pregnancy management, multiple consultations were held with a multidisciplinary team comprising specialists in obstetrics and cardiology. The patient remained under continuous surveillance in the high-risk obstetric intensive care unit. Given the gestational age of 37–38 weeks and the elevated risk associated with surgical delivery, adjustments were made to the antiplatelet and anticoagulant therapy. Specifically, clopidogrel was discontinued, and enoxaparin was replaced with heparin. Heparin was administered at a dose of 7,000 IU every six hours, with activated partial thromboplastin time monitoring. It was recommended that the final dose be administered no later than four hours before the planned delivery.
At 39 weeks of gestation, due to the onset of spontaneous labor and rupture of membranes in the presence of a pure breech presentation, a decision was made to proceed with delivery via cesarean section. A female neonate was delivered, weighing 3,300 g and measuring 54 cm in length, with Apgar scores of 8/8. On postoperative day 4, the patient and her newborn were discharged home. Recommendations were provided regarding ongoing pharmacological therapy, specifically the continuation of DAPT (ASA and clopidogrel) for the next 12 months.
The subsequent follow-up period was uneventful. At 4 months postpartum, her lipid profile had normalized: total cholesterol 4.71 mmol/L, LDL-C 2.9 mmol/L, HDL-C 1.54 mmol/L, and triglycerides 0.93 mmol/L, supporting the interpretation that the earlier elevation was related to physiological gestational changes. One year after myocardial infarction, ECG revealed persistent scarring at the apex extending to the interventricular septum, mild ST-segment elevation, and biphasic T waves in leads V3–V4 (Figure 5, ECG from 11.11.2024). Echocardiography showed a preserved left ventricular ejection fraction. No clinical evidence of a vascular or systemic connective tissue disorder has been observed during the one-year follow-up to date.
Figure 5 Follow-up ECG one year later, showing residual non-specific ST-T abnormalities.
Discussion
Cardiovascular risk factors in pregnancy are consistent with those in the general population, including a family history of cardiovascular disease, dyslipidemia, diabetes, and smoking.12 Pregnancy-specific factors include polycystic ovary syndrome, early menarche, maternal age over 35, gestational diabetes, pre-eclampsia, and hormonal therapy use.13
Although the patient had ceased smoking during pregnancy, her prior tobacco use may have contributed to vascular vulnerability. Several studies have identified smoking as a potential risk factor for SCAD, both in pregnancy-associated and non-pregnancy cases, likely due to its role in vascular inflammation and endothelial dysfunction. In particular, a meta-analysis of women with SCAD, smoking was among the most frequently reported cardiovascular risk factors, present in nearly a quarter of cases.14 Another study found a significant association between smoking and increased mortality in SCAD patients.15
Similarly, while gestational hyperlipidemia has been proposed to influence vascular function through mechanisms such as endothelial dysfunction or oxidative stress, its direct role in SCAD remains unproven. SCAD is typically not associated with lipid deposition or coronary atherosclerotic plaque.16 During pregnancy, physiological hyperlipidemia is well recognized: total cholesterol and LDL-C typically rise by 30–50%, triglycerides by 50–100%, and HDL-C by 20–40% as gestation progresses.17 The patient’s third-trimester lipid profile was consistent with these expected changes, and normalization at follow-up supported the interpretation of a transient physiological response. These findings underscore the importance of interpreting lipid values in pregnancy within trimester-specific reference ranges, rather than assuming pathological significance in isolation.
Pregnancy-related SCAD likely results from increased shear stress, elevated progesterone reducing arterial elasticity, and estrogen-induced hypercoagulation and collagen inhibition. Increased cardiac output and blood volume further contribute. It often affects major coronary arteries, leading to reduced ejection fraction and severe maternal-fetal complications.18–23
Managing patients with pregnancy-related SCAD is challenging, particularly in diagnosing the condition. In 70% of cases, SCAD presents with typical ST-segment elevation on ECG.24 However, nearly one-third of patients show no ECG signs of coronary circulation impairment.10,25 In the presented clinical case, early ECG showed a transient ST elevation in the anterior-lateral wall, which resolved after pain relief, initially suggesting vasospastic angina. The key indicator of myocardial injury was the sustained rise in troponin I levels. Notably, troponin is preferred over CK-MB in pregnant women, as CK-MB can rise due to uterine contractions or cell breakdown during delivery, with lower specificity in pregnancy and postpartum.26
Given the absence of pronounced clinical symptoms at the time of our patient’s transfer, a conservative treatment approach was initially chosen. However, this was later reassessed due to the recurrence of symptoms (angina, vomiting), accompanied by deteriorating ECG changes and severe arrhythmias. There is no consensus on the preferred management strategy for pregnant women with AMI, and each case requires an individual approach. Conservative management of SCAD not related to pregnancy has shown better outcomes than in pregnant women and the early postpartum period.9,23,24 In pregnant women with SCAD, coronary interventions were associated with a higher risk of dissection progression and the occurrence of new iatrogenic dissections during the procedure.23–25 Additionally, concern arises over the potential impact of X-ray exposure on the fetus during coronary angiography (CAG). During CAG, the patient’s radiation dose is less than 20 mGy, while the fetal radiation dose is estimated at 0.074 mGy.27 The teratogenic risk to the fetus is minimal for doses below 50 mGy and potentially fatal for doses above 150 mGy, depending on gestational age.28 Therefore, it can be concluded that the radiation dose during coronary angiography is generally safe for most pregnant patients.29 An alternative option is the use of computed tomography coronary angiography, particularly in non-ST elevation myocardial infarction patients, but it may cause delays and is not always effective in detecting small areas of dissection.30 The access route for percutaneous intervention is also crucial. Radial access, as opposed to femoral access, reduces radiation exposure to the fetus, as it avoids direct X-ray exposure, making it more often recommended for pregnant women. Moreover, radial access is associated with a lower risk of complications, such as bleeding.31 However, some studies suggest that femoral access may be more effective for pregnant women with SCAD, as it has been linked to nearly three times fewer iatrogenic dissections compared to radial access.32,33 In our patient, femoral access was used, and no expansion of the dissection zone was observed during the procedure.
Pharmacological management, particularly dual antiplatelet therapy (DAPT) after percutaneous coronary intervention (PCI), has specific considerations. According to the latest European Society of Cardiology guidelines, clopidogrel is recommended as part of DAPT in pregnant women post-PCI, as it is considered safer than glycoprotein IIb/IIIa inhibitors, due to a lack of data on their use in pregnancy.10 However, there are no clear guidelines on the duration of DAPT during labour for patients at high risk of thrombosis or those with recent intervention. Some studies show positive outcomes, while others report serious side effects from prolonged DAPT use.25 A decision was made to continue long-term DAPT, with a short-term discontinuation of clopidogrel before the planned cesarean section. After discharge, the patient continued DAPT for 12 months with no complications.
While the case highlights key aspects of diagnosis and management, it also has certain limitations. These are inherent to a single-patient observation. Intravascular ultrasound or optical coherence tomography was not performed, which might have provided more precise characterization of the arterial dissection. Additionally, no further investigations were undertaken to evaluate possible underlying vascular or connective tissue disorders. However, the case reflects real-world clinical complexity, where decisions must often be made based on evolving symptoms and limited diagnostic data.
Conclusion
The issue of myocardial infarction during pregnancy involves several aspects, including challenges in emergency diagnosis due to a low index of suspicion among young women without traditional risk factors, as well as the absence of clear, definitive algorithms for selecting a management strategy (conservative/invasive). Additionally, there is uncertainty regarding the volume and duration of anticoagulant and antiplatelet therapy. Since the likelihood of conducting randomized clinical trials among pregnant women is quite limited and problematic, the accumulation of sufficient clinical case reports from real-world practice will, in the future, allow for the formulation of a well-founded expert opinion and evidence-based recommendations for managing this patient cohort.
Date and Materials Statement
This is a case report without statistical analysis of the raw medical record data. All medical data involving the patient were documented in the patient’s medical records. If necessary, more detailed imaging data or laboratory data can be provided by the corresponding author upon reasonable request.
Ethics Statement
Ethical review and approval were not required for the study involving human participants in accordance with the local legislation and institutional requirements. Written informed consent was obtained from the patient for the publication of any potentially identifiable images or data included in this report.
Informed Consent for Publication
The patient agreed to publish her medical data including imaging data and laboratory data, and signed the informed consent.
Author Contributions
All authors made a significant contribution to the work reported, whether that is in the conception, study design, execution, acquisition of data, analysis and interpretation, or in all these areas; took part in drafting, revising or critically reviewing the article; gave final approval of the version to be published; have agreed on the journal to which the article has been submitted; and agree to be accountable for all aspects of the work.
Funding
This study was not supported by any external funds.
Disclosure
All the authors declare that they have no conflicts of interest in this medical case report and have not received any financial support.
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It was mid-April and the government had just finished nationalising British Steel, to prevent thousands of job losses at the Scunthorpe steelworks, when word reached Whitehall that another national infrastructure asset was wobbling.
Prax Group, owner of the Lindsey oil refinery on the Humber estuary in northern England, was rumoured to be in financial trouble, stoking fears about jobs and disruption to critical fuel supplies.
In a hastily arranged meeting at the department for energy security and net zero (DESNZ) on 13 May, well-placed sources said, a concerned Ed Miliband, the energy secretary, took solace from Prax’s owner and sole director, Winston Soosaipillai.
Prax had suffered some setbacks, the seldom-seen oil boss is understood to have said, but it was not in any imminent danger and was even planning investment for the future. Within weeks, these assurances had crumbled to dust.
By Friday of last week, ministers had been informed that Prax could not pay its debts – including sums owed to HM Revenue and Customs that the Financial Times reported had reached up to £250m – and was headed for insolvency. The shock update put 625 jobs at risk and sent officials scrambling to keep the refinery going. By Monday, administrators had been called in.
The refinery’s main supplier, Glencore, initially agreedto provide its crude oil for free while the government began its search for a buyer, in what one person close to the situation described as a “gesture of goodwill”. A deal has since been reached that will see Glencore paid out of taxpayers’ funds.
Winston Soosaipillai. Photograph: Prax Group
The company’s sudden collapse blind-sided the government and even Glencore, famed for the global intelligence network that informs its trading activity. But to Prax insiders, it came as no surprise.
Multiple sources, including former staff, described a house of cards stacked on increasingly unstable foundations due its owners’ insatiable thirst for debt-fuelled growth, building an empire which included the refinery, trading in oil and petrol stations.
Prax’s recent woes, one former employee claimed, began to spiral out of control more than a year before the government got wind that anything was wrong.
“They started the process of reducing costs in March 2024,” said the source. “They sold petrol station stores and made hundreds of people redundant. The strategy was to get salaries out of the company. The mood was horrible.”
The accountancy firm Deloitte was parachuted in during 2023 to run a “performance improvement programme”, in effect taking charge of the business for about three months. One of its consultants was installed as a joint-chief executive the following year, a sharing of power that took place under the codename “Project King”.
It was an apt choice of name, for Soosaipillai was the de facto king of Prax.
Better known by his middle names, Sanjeev Kumar, Soosaipillai owned and ran the business alongside his wife, Arani, the company’s head of human resources, for 25 years.
They hold 80% of the equity directly and 20% through family trusts.
The Lindsey oil refinery in Lincolnshire. Photograph: Alamy
That, in itself, is unusual, in an industry dominated by global corporations such as ExxonMobil and India’s Essar, overseen by teams of seasoned executives.
Soosaipillai, in contrast, is the sole director of Lindsey and the wider Prax Group, Companies House filings show.
Former employees said that even senior staff knew little about company strategy or dealings, with information tightly controlled among a tiny, close-knit group.
This heavily top-down structure reflects the company’s extraordinary growth story.
The Soosaipillais bought their first petrol station in 1999, expanding into the importing, blending and storage of fuels.
They ran State Oil, as the business was then known, from a modest £65,000 flat in Weybridge, Surrey, building a multinational oil and gas business with billions in revenue and 1,300 staff in a little over two decades.
Contemporary reports – and former employees – suggest the business began to take off with the recruitment in 2009 of a lawyer and oil trader called Don Camillo.
By 2014, with Camillo’s help, the business was fuelling regular profits, not to mention a steady and increasing stream of dividends that helped the Soosaipillais move into a £4.5m mansion in St George’s Hill, the Surrey estate better known as the bolthole of Russian oligarchs.
The business continued to grow, via the 2015 acquisition of fuel retail business Harvest Energy and later via the surprise purchase in 2021 of the Lindsey oil refinery from French oil company Total for nearly $170m (£125m).
The deal more than tripled the group’s revenues, to nearly $10bn, but also sent debts soaring.
Annual interest payments had rocketed from $19m to $79m by 2023, surging again to $133m in 2024. Prax recorded a $75m loss. Its total liabilities had reached $2.3bn, nearly 10 times the level immediately before the Lindsey takeover.
A Union flag flies outside the Prax Lindsey oil refinery in North Killingholme, England. Photograph: Lindsey Parnaby/AFP/Getty Images
In a letter to staff, sent shortly after administrators were appointed, Soosaipillai acknowledged that the cost of operating Prax Lindsey had become “increasingly unsustainable” and that this had spread into the rest of the group due to its divisions’ “interdependent” nature.
Yet, even as the debt pile was mounting, supply deals with global oil traders – first Trafigura and then Glencore – ensured a constant flow of crude.
The refinery is the smallest of the five that remain in the UK since Grangemouth, in Scotland, stopped processing crude earlier this year.
But, at 5.4m tonnes annually, it still accounts for nearly 10% of national capacity, supplying everything from petrol forecourts to Heathrow airport.
Owning such a strategically important asset has proved lucrative.
As the Guardian revealed earlier this week, the husband and wife owners have extracted about £11.5m in pay and dividends since the Lindsey deal alone.
Yet the couple, who are said to be extremely publicity-shy, did not flaunt their wealth.
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“He is very quiet and studious,” said a former supplier, who asked not to be named. “There is nothing flash about them. They drive a 10-year-old Land Rover to work.”
But the vaulting ambition that helped Prax grow came with a darker side, according to some accounts.
The supplier fell out with Soosaipillai when Prax, he says, inexplicably refused to pay invoices worth tens of thousands. The company only coughed up after a threat of legal action, he alleges.
Others referred to a ruthless streak in Soosaipillai, who allegedly viewed mass redundancies and severe cost-cutting as the solution to strategic missteps.
This, two sources said, sometimes led to instability as people with operational expertise left after short tenures.
The sun rises over Lindsey oil refinery in North Lincolnshire. Photograph: Christopher Furlong/Getty Images
Ministers got a taste of the company’s sometimes chaotic modus operandi last month, when Prax suddenly admitted that it was at risk of insolvency after all.
Officials asked for financial information to help them assess the scale of the problem. Despite repeated requests, Prax refused.
The near-term cause of the collapse remains a mystery, although one source close to the situation claimed that Prax could not pay its debts to HM Revenue and Customs.
Anyone keeping a close eye on corporate filings might have seen the warning signs.
Even before “Project King”, Prax’s annual accounts had been restated several times in the past few years to reflect a worse position than before.
In 2023, the company attempted to pay a dividend to the Soosaipillais, only to admit that it didn’t have enough cash in its distributable reserves. The payout had to be reversed and reclassified for accounting purposes.
Nevertheless, industry experts were not expecting Prax Lindsey to fail.
Long-term conditions have been tough in Europe, amid falling demand for carbon-based fuel, high electricity costs, and fierce competition from rivals in Asia, the Middle East and Africa.
But Alan Gelder, a refining expert at global energy and mining consultancy Wood Mackenzie, said margins have been much better in the first half of 2025 due to tight capacity in the market.
“It surprised us,” said Gelder. “[Lindsey] was an OK asset, not brilliant but probably cash positive.”
One former employee put the failure down to a culture of relentless expansion.
Arani Kumar. Photograph: Prax Petroleum
As well as large takeovers of assets of questionable quality, such as Lindsey, there was an abortive venture in Nigeria and a vain attempt to buy Shell’s business in Pakistan.
And, although Prax carried itself like a global player, it didn’t behave like one, sources said.
“They were still working as they were when they started in a flat in Weybridge, doing things as if they had only one petrol station,” said one former employee.
“Every few years they’d take on a bigger acquisition and eventually I think it was too much,” said the other. “The bubble had to burst at some point.”
The government has now ordered the Insolvency Service to investigate the conduct of “directors”. In practice, that means Soosaipillai alone.
Soosaipillai wrote in his letter to staff that he was “deeply sorry”. Those employees must now wait to see if government officials can find a buyer to secure the future of his precarious realm.
As one current employee put it: “We’re just sitting around, waiting for the guillotine to fall.”
The Soosaipillais did not return requests for comment.
The Guardian approached someone believed to be Don Camillo for comment. He denied being Camillo and hung up the phone.
Gary Lineker has said the BBC should “hold its head in shame” over its failure to show a documentary about the plight of medics in Gaza.
The former Match of the Day presenter said people at “the very top of the BBC” had been failing over the conflict, following the corporation’s controversial decision to drop Gaza: Doctors Under Attack.
It is the first time Lineker has criticised his former employer since he left the broadcaster in May. His departure came after he apologised for amplifying online material with antisemitic connotations. He had reposted a video about Gaza that contained a picture of a rat, imagery used in the Nazi era to attack Jews.
A clearly emotional Lineker was speaking at a private viewing of the Gaza medics documentary in London on Thursday night, where he led a question and answer session with the producers after the showing.
“It needed to be seen, it really did need to be seen – I think everyone would agree with that,” he said. “I think the BBC should hold its head in shame.
“As someone who’s worked for the corporation for 30 years, to see the way it’s declined in the last year or two has been devastating really, because I’ve defended it and defended it against claims that it’s partial. It talks about impartiality all the time.
“The truth is at the moment, [there is a problem] at the very top of the BBC. Not [all] the BBC because there are thousands and thousands of people that work at the BBC, that are good people, that understand what is going on here and can see it. We see it on our phones every day. The problem is they’re bowing to the pressure from the top. This is a worry and I think time’s coming where a lot of people are going to be answerable to this, and complicity is something that will come to many.”
The BBC Radio 5 presenter Nihal Arthanayake responded to a video of Lineker’s comments by saying: “Gary Lineker is a good man. He is spot on about the BBC.”
The BBC has been approached over his comments. It has previously said it had been attempting to find ways to use the documentary material in news coverage, but a final decision was made to drop the film entirely after talks broke down with its producers, Basement Films.
There has been considerable internal unrest over the failure to broadcast the programme, with the director general, Tim Davie, facing questions about it at a recent virtual meeting with staff. More than 100 BBC staff signed a letter criticising the decision to drop the film.
It ends a torrid week for the BBC, which has also been hit with the fallout from its failure to cut the live feed of Bob Vylan’s Glastonbury performance. Davie has come under significant pressure from ministers over the broadcast. During the live stream, Bobby Vylan, whose real name is Pascal Robinson-Foster, led chants of “death, death to the IDF”, referring to the Israel Defense Forces, at Glastonbury last Saturday.
While Davie has received a vote of confidence from the BBC board and its chair, Samir Shah, more junior figures appear to be expected to take the blame for the incident. There have been unconfirmed reports that Lorna Clarke, who oversees pop music commissioning at the BBC, has stood back from her duties.
A BBC spokesperson said: “We would urge people not to speculate, particularly in relation to any individuals.”
BBC insiders have pointed to editorial cuts as fuelling issues around the monitoring of live streams. One said many of the BBC staff who worked on Glastonbury were volunteers from other teams, especially on digital-only streams.
Salmonella cases in England are the highest they’ve been in a decade, according to recent UK Health Security Agency (UKHSA) data. There was a 17% increase in cases observed from 2023 to 2024 – culminating in 10,388 detected infections last year. Children and older adults accounted for around a fifth of cases.
Although the number of infections caused by foodborne diseases such as Salmonella had broadly decreased over the last 25 years, this recent spike suggests a broader issue is at play. A concurrent increase in Campylobacter cases points to a possible common cause that would affect risk of both foodborne pathogens – such as changes in consumer behaviour or food supply chains.
While the UK maintains a high standard of food safety, any increase in the incidence of pathogens such as Salmonella warrants serious attention.
Salmonella is a species of bacteria that is one of the most common causes of foodborne illnesses globally. The bacteria causes salmonellosis – an infection that typically causes vomiting and diarrhoea.
Most cases of salmonellosis don’t require medical intervention. But approximately one in 50 cases results in more serious blood infections. Fortunately, fatalities from Salmonella infections in the UK are extremely rare – occurring in approximately 0.2% of all reported infections.
Salmonella infections are typically contracted from contaminated foods. But a key challenge in controlling Salmonella in the food supply chain lies in the diverse range of foods it can contaminate.
Salmonella is zoonotic, meaning it’s present in animals, including livestock. This allows it to enter the food chain and subsequently cause human disease. This occurs despite substantial efforts within the livestock industry to prevent it from happening – including through regular testing and high welfare practices.
Salmonella can be present on many retail food products – including raw meat, eggs, unpasteurised milk, vegetables and dried foods (such as nuts and spices). When present, it’s typically at very low contamination levels. This means it doesn’t pose a threat to you if the product is stored and cooked properly.
Vegetables and leafy greens can also become contaminated with Salmonella through cross-contamination, which may occur from contaminated irrigation water on farms, during processing or during storage at home. As vegetables are often consumed raw, preventing cross-contamination is particularly critical.
Spike in cases
It’s premature to draw definitive conclusions regarding the causes of this recent increase in Salmonella cases. But the recent UKHSA report suggests the increase is probably due to many factors.
Never prepare raw meat next to vegetables you intend to eat without cooking, as cross-contamination can lead to Salmonella. kathrinerajalingam/ Shutterstock
One contributing factor is that diagnostic testing has increased. This means we’re better at detecting cases. This can be viewed as a positive, as robust surveillance is integral to maintaining a safe food supply.
The UKHSA also suggests that changes in the food supply chain and the way people are cooking and storing their food due to the cost of living crisis could also be influential factors.
To better understand why Salmonella cases have spiked, it will be important for researchers to conduct more detailed examinations of the specific Salmonella strains responsible for the infections. While Salmonella is commonly perceived as a singular bacterial pathogen, there are actually numerous strains (serotypes).
DNA sequencing can tell us which of the hundreds of Salmonella serotypes are responsible for human infections. Two serotypes, Salmonella enteritidis and Salmonella Typhimurium, account for most infections in England.
Although the UKHSA reported an increase in both serotypes in 2024, the data suggests that Salmonella enteritidis has played a more significant role in the observed increase. This particular serotype is predominantly associated with egg contamination.
Salmonella enteritidis is now relatively rare in UK poultry flocks thanks to vaccination and surveillance programmes that were introduced in the 1980s and 1990s. So the important question here is where these additional S enteritidis infections are originating.
Although the numbers may seem alarming, what the UKHSA has reported is actually a relatively moderate increase in Salmonella cases. There’s no reason for UK consumers to be alarmed. Still, this data underscores the importance of thoroughly investigating the underlying causes to prevent this short-term increase from evolving into a longer-term trend.
Staying safe
The most effective way of lowering your risk of Salmonella involves adherence to the “4 Cs” of food hygiene:
1. Cleaning
Thoroughly wash hands before and after handling any foods – especially raw meat. It’s also essential to keep workspaces, knives and utensils clean before, during and after preparing your meal.
2. Cooking
The bacteria that causes Salmonella infections can be inactivated when cooked at the right temperature. In general, foods should be cooked to an internal temperature above 65°C – which should be maintained for at least ten minutes. When re-heating food, it should reach 70°C or above for two minutes to kill any bacteria that have grown since it was first cooked.
3. Chilling
Raw foods – especially meat and dairy – should always be stored below 5°C as this inhibits Salmonella growth. Leftovers should be cooled quickly and also stored at 5°C or lower.
4. Cross-contamination
To prevent Salmonella passing from raw foods to those that are already prepared or can be eaten raw (such as vegetables and fruit), it’s important to wash hands and clean surfaces after handling raw meat, and to use different chopping boards for ready-to-eat foods and raw meat.
Most Salmonella infections are mild and will go away in a few days on their own. But taking the right steps when storing and preparing your meals can significantly lower your risk of contracting it.
Speaking to Myspace as an upcoming artist in 2013, Lana Dey Rey said that the “vision of making [her] life a work of art” was what inspired her to create her music video for her breakthrough single, Video Games (2011).
The self-made video, featuring old movies clips and webcam footage of Del Rey singing, went viral. It eventually led her to sign with a major record label. For many, the video conveyed a sense of authenticity. However, upon discovering that “Lana Del Rey” was a pseudonym (her real name is Elizabeth Grant), some fans began to have doubts. Perhaps this self-made video was just another calculated marketing scheme?
The question of Del Rey’s authenticity has puzzled many throughout her career. Consider, for instance, the controversial Judah Smith Interlude from her latest album, Did You Know That There’s a Tunnel Under Ocean Blvd? (2023). Both fans and critics – including her sizeable LGBTQ+ fanbase – were surprised and troubled by her decision to feature the megachurch pastor Judith Smith, who’s been accused of homophobia.
However, the meaning of Del Rey’s inclusion of Smith’s sermon soundclips, layered under a recording of Del Rey giggling, is unclear. Is this meant to mock Smith, or even Christianity itself? Or is it an authentic expression of Del Rey’s own spirituality? After all, she repeatedly makes references to her “pastor” in the same album’s opening track The Grants, about her family in real life.
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Before she became a singer-songwriter, Del Rey gained her philosophy degree at Fordham University. It was the mid-2000s, when the eminent existentialism scholar Merold Westphal would have been on staff, so she probably studied theories of authenticity by existentialists such as Jean-Paul Sartre (1905–80) and Martin Heidegger (1889–1976). Heidegger spoke of human existence as a “being-towards-death”. Or as Del Rey sings in the title track of her first major-label album, “you and I, we were born to die”.
In Heidegger’s view, to pretend that we are not all bound to die is to deny the kind of finite beings which we are: it is to disown ourselves and exist inauthentically. Conversely, to exist authentically is to accept our own mortality and embrace the way we exist as finite beings.
The music video for Video Games.
In this understanding, to exist authentically does not mean the expression of some underlying “true self” or “human nature”. Rather, it is to accept the conditions of life in which we find ourselves.
‘An obsession for freedom’
For existentialist philosophers, such conditions include not only mortality but also freedom – a theme particularly emphasised by Sartre.
As Sartre says in his 1946 lecture Existentialism Is a Humanism, existentialism holds that “there is no human nature, because there is no God to have a conception of it … Man is nothing else but that which he makes of himself”.
Jean-Paul Sartre in Venice in 1967. Wiki Commons, CC BY-SA
With no creator God or pre-established human nature to determine human destiny or purpose, Sartre teaches that human beings are “condemned to freedom”. We are free beings who are always acting freely – whether we acknowledge that we are free or not. To pretend that we are not free is to be inauthentic.
Sartre suggests embracing our freedom means living life in a manner “comparable to the construction of a work of art”. In his view, in both art and life, we cannot decide in advance what actions ought to be taken: “No one can tell what the painting of tomorrow will be like; one cannot judge a painting until it is done.”
Lana Del Rey at Primavera in 2024. Wiki Commons, CC BY-SA
Likewise, we cannot judge whether or not a life is well-lived until it is finished. We must not predetermine how someone should live according to some pre-established criterion of “human nature”.
Instead, we can only assess someone’s life by considering whether they accept that they are free, with the freedom and responsibility to create meaning for their existence by living life as a work of art.
Both freedom and making life a work of art are recurring themes in Del Rey’s discography. They are brought together perhaps most memorably in her much-loved monologue in the music video for Ride (2012):
On the open road, we had nothing to lose, nothing to gain, nothing we desired anymore, to make our lives into a work of art: Live fast, die young, be wild, and have fun. I believe in the country America used to be. I believe in the person I want to become. I believe in the freedom of the open road.
Del Rey is someone Elizabeth Grant became. As though echoing Sartre’s comparison between making art and living life, in her 2012 song Gods & Monsters, she sings of herself “posing like a real singer – cause life imitates art”.
For Del Rey, being a public-facing “real singer” involves some kind of image-cultivation or even self-cultivation. Not unlike how her music video for Video Games is “self-made”, the very identity of Lana Del Rey is also “self-made”. The image of Lana is a work of art made by the artist, Del Rey herself.
Ride by Lana Del Rey.
To be an “authentic” or “real” singer is to accept that the persona of a public figure is always inevitably curated. To combine Sartre’s slogan and Del Rey’s lyrics, the real singer is always “condemned to posing”. To pretend otherwise is to disown what it is to be a “real singer” and to act inauthentically.
If it is true that, as Del Rey sings, “life imitates art”, to render life as a work of art is the most authentic thing that a person can do. Because to live life as a work of art is nothing other than authentically accepting life as it is, something that itself “imitates art”. As she sings in Get Free (2017), this is Del Rey’s commitment, her modern manifesto.