Prof Sam Illingworth

Prof Sam Illingworth

@samillingworth.com

Full Professor of Critical AI Literacy | Slow AI When to use AI and when to leave it the hell alone. https://theslowai.substack.com/

20.4K followers35 following4.5K posts

โšก Space storm breached radiation barrier A zone of the inner radiation belt long thought impenetrable to ultra-fast electrons was breached. Japan's Arase satellite saw the May 2024 superstorm rapidly make them deep inside it. ๐Ÿ”— doi.org/10.1029/2026gl125879 #SpaceWeather #Physics ๐Ÿงช

doi.orgLocal Acceleration of Multiโ€MeV Electrons Inside Earth's Impenetrable Barrier During the May 2024 SuperstormEarth's inner radiation belt, regarded as an impenetrable barrier to ultra-relativistic electrons, can be broken Arase observations show that chorus waves locally accelerated electrons to multi-M...

๐Ÿš‘ Clot removal helped mild strokes In a trial of 304 patients in China, 69.4% of those who had the clot removed had little or no disability at 90 days, against 50.0% on drugs alone. Serious complications were common. ๐Ÿ”— doi.org/10.1056/nejmoa2609149 #Stroke #Medicine #Neurology ๐Ÿงช

doi.orgTrial of Endovascular Therapy for Mild Stroke with Large-Vessel Occlusion | NEJMWhether endovascular therapy benefits patients with mild acute ischemic stroke from large-vessel occlusion involving the anterior circulation is uncertain. We conducted a multicenter, open-label, r...

๐Ÿ”ญ Star-shredding jets explained A black hole that tears apart a star sometimes fires a jet. A new model shows that magnetic energy being released can reproduce the flash astronomers actually observe from these jets. ๐Ÿ”— doi.org/10.3847/2041-8213/aeb36f #Astronomy #BlackHoles ๐Ÿงช

doi.orgReconnection-driven Plasma Loading for Prompt Emission in Tidal Disruption Event JetsReconnection-driven Plasma Loading for Prompt Emission in Tidal Disruption Event Jets, Oikawa, Rin, Sato, Yuri

๐Ÿฆ‰ Drought reshuffles top predators In Spain, drought and a new disease changed how top predators interact. Where birds of prey declined, a small owl increased, so the effect could reach lower down the food chain. ๐Ÿ”— doi.org/10.1038/s41586-026-11194-z #Ecology #Drought #Wildlife ๐Ÿงช

doi.orgDrought and disease trigger novel interactions among top predators - NatureClimate-driven drought and prey decline triggered lynx predation on raptors, reducing raptor fitness and abundance and producing cascading effects across lower trophic levels.

๐Ÿ’Š Drug cut IgA kidney protein loss In a trial of 485 adults with IgA kidney disease, ravulizumab cut protein leaking into urine by 46.6% at 34 weeks, against 5.6% on placebo. Early results, but real news for patients. ๐Ÿ”— doi.org/10.1056/nejmoa2607544 #Kidney #Medicine #Trial ๐Ÿงช

doi.orgRavulizumab in IgA Nephropathy โ€” Interim Analysis of a Phase 3 Trial | NEJMIn patients with IgA nephropathy, complement activation drives glomerular inflammation, which leads to hematuria, proteinuria, and nephron loss. Ravulizumab is a terminal complement inhibitor that ...

๐Ÿ”๏ธ Lake glaciers melt fastest Glaciers that end in lakes or the sea are only 3.2% of the total but account for over half the ice lost. Lake ones lose 57% more per area than the rest, a worry for people downstream. ๐Ÿ”— doi.org/10.1038/s41467-026-78654-y #Glaciers #Climate #IceLoss ๐Ÿงช

doi.orgGlobal-scale variability of glacier velocity and mass loss across terminus environments - Nature CommunicationsDespite their low abundance, glaciers terminating in lakes, oceans or ice shelves account for over half of global glacier area and mass loss, and lake-terminating glaciers lose mass at rates 57% great...

๐Ÿ•ต๏ธ Spyware founder says trust him The Pegasus spyware founder is urging governments to trust his tech and ditch US AI, the FT reports. Consider who is making the pitch. ๐Ÿ”— ft.com/content/f9592534-1a3d-409d-9a57-f05919440032?syn-25a6b1a6=1 #Surveillance #Spyware #AI

ft.comPegasus spyware founder urges governments to trust his tech and ditch US AIFormer NSO Group boss Shalev Hulio seeks to reinvent himself as a champion of sovereign AI and national security

๐Ÿค– Ask your AI if your plan is good and it will tell you the plan is good. Join my webinar for 3 tests for telling whether a model is thinking or flattering. ๐Ÿ“† Wednesday 28th October ๐Ÿ•ฃ 8pm GMT ๐Ÿ’ฐ Free maven.com/p/b2f2af/why... #AI #Education #GenAI ๐Ÿงช

maven.comWhy Your AI Always Agrees With You (and How to Make It Stop)Chatbots are trained on human ratings, and people rate agreement highly. So the tool learns to tell you what you want to hear. In April 2025 OpenAI rolled back a ChatGPT update because it had become s...

โš—๏ธ AI lab finds platinum rivals A self-driving lab searched 12 variables at once for hydrogen catalysts. It found earth-abundant materials at least comparable to platinum ones, and the AI showed its reasoning. ๐Ÿ”— doi.org/10.1038/s41467-026-78335-w #Chemistry #AI #CleanEnergy ๐Ÿงช

doi.orgChemistry-infused bandit framework for interpretable autonomous campaign of electrocatalysis - Nature CommunicationsAutonomous catalyst discovery is often guided by black-box models that provide limited chemical insight. Here, the authors report a chemistry-informed autonomous workflow that identifies high-performa...

๐ŸŒŠ Atlantic current may bounce back In a climate model, the Atlantic overturning current weakened steadily as temperatures rose and recovered quickly when they fell. The Greenland ice sheet kept shrinking regardless. ๐Ÿ”— doi.org/10.1126/sciadv.aee5373 #AMOC #ClimateScience #Greenland ๐Ÿงช

doi.orgReversible Atlantic overturning despite continued Greenland ice sheet meltThe Atlantic Meridional Overturning Circulation (AMOC) is considered vulnerable to irreversible weakening or collapse under global warming and related Greenland ice sheet (GrIS) melt, yet its resilien...

๐ŸงŠ Canada's last ice cap regrew The Barnes Ice Cap, the last scrap of the vast Laurentide Ice Sheet, shrank to its smallest about 3,600 years ago. It began regrowing around 2,000 years ago, the start of the next glaciation. ๐Ÿ”— doi.org/10.1126/science.aed3379 #IceAge #Glaciers #Arctic ๐Ÿงช

doi.orgLate Holocene reexpansion of the Laurentide Ice SheetDuring interglaciations, the Laurentide Ice Sheet (LIS), which is the largest of the Pleistocene ice sheets, retreats to Arctic Canada, where it achieves a minimum configuration. The reexpansion of the LIS following this minimum marks the start of the ...

๐Ÿช Rocky exoplanet shows no dust signal Rocky planet LHS 3844 b glows like a plain hot object at shorter wavelengths, which counts against a fine, dusty surface. A tentative hint of rock-forming minerals shows further out. ๐Ÿ”— doi.org/10.3847/2041-8213/aeb00b #Exoplanets #Astronomy ๐Ÿงช

doi.orgImproved Constraints on the Surface of LHS 3844 b from Its Mid-infrared SpectrumImproved Constraints on the Surface of LHS 3844 b from Its Mid-infrared Spectrum, Paragas, Kimberly, Knutson, Heather A., Hu, Renyu, Ehlmann, Bethany L., Iyer, Aishwarya R., Zieba, Sebastian, Kreidber...

๐ŸŠ Crocodiles kept their climate Crocodile relatives stayed loyal to the same climates across their long history. Unlike non-avian dinosaurs, their warm tropical homes stayed liveable in nearly every end-Cretaceous scenario modelled. ๐Ÿ”— doi.org/10.1126/sciadv.aeg2217 #Fossils #Crocodiles ๐Ÿงช

doi.orgClimatic niche conservatism shapes the macroevolution, extinction, and survivorship of crocodile-line archosaursCrocodylians are iconic thermophiles. Over 250 million years, crocodile-line archosaurs endured hyperthermals, climatic and range shifts, and two mass extinctions. Whether this niche conservatism refl...

๐Ÿ”ฅ Heat drives lightning wildfires A 3.3ยฐC rise in temperature raised the chance of lightning starting a fire in northern forests by 44% to 69%. Drier, hotter weather mattered more than the lightning itself. ๐Ÿ”— doi.org/10.1088/1748-9326/aeb70b #Wildfire #ClimateChange #Science ๐Ÿงช

doi.orgConsistent drivers of lightning-ignited wildfires across global boreal forestsConsistent drivers of lightning-ignited wildfires across global boreal forests, Engle, Brittany, Bratoev, Ivan, Crowley, Morgan, Zhu, Yanan, Senf, Cornelius

๐Ÿฉบ AI wrote medical exam cases Three senior doctors scored 24 exam cases written by AI at about 4.6 out of 5 for overall value. Following clinical guidelines scored lowest at 4.24, so teachers still need to check them. ๐Ÿ”— doi.org/10.1038/s41746-026-03421-8 #MedicalEducation #AI

doi.orgExtending synthetic medical education: generating OSCE cases with LLMs - npj Digital Medicinenpj Digital Medicine - Extending synthetic medical education: generating OSCE cases with LLMs

๐Ÿ’ง Rain often soaks in far faster Across 83 sites worldwide, 26.6% of 4,992 soil tests showed water draining in very fast. The odds fell about 26% for every 10ยฐ further from the equator. Useful for flood planning. ๐Ÿ”— doi.org/10.1029/2026gl125267 #Soil #Hydrology ๐Ÿงช

doi.orgRapid Infiltration Signatures From Global Infiltration ObservationsGlobal infiltration data reveal rapid infiltration signatures in 26.6% of valid curves Rapid-signature occurrence varies among measurement methods, while rapid and non-rapid signatures coexist lo...

๐ŸŒณ Fragmented tropical forests run hotter The more broken up tropical forest becomes, the hotter its extremes get: each step up in fragmentation added 0.83 to 2.85 ยฐC to the hottest days. Nearby communities feel that heat. ๐Ÿ”— doi.org/10.1088/1748-9326/aeaa6f #Forests #Deforestation ๐Ÿงช

doi.orgIncreasing tropical forest fragmentation intensifies extreme high temperaturesIncreasing tropical forest fragmentation intensifies extreme high temperatures, Du, Ran, Wang, Xin, Ge, Jun, Gao, Yanhong

๐Ÿ’Š Gene readouts predict myeloma response A model using three kinds of gene data predicted which myeloma patients would show no trace of cancer after first treatment (0.77, where 1 is perfect). It beat clinical and genomic models. ๐Ÿ”— doi.org/10.1038/s41591-026-04692-0 #Myeloma #Cancer #Genomics ๐Ÿงช

doi.orgMolecular predictors of minimal residual disease in newly diagnosed multiple myeloma treated with quadruplet therapy - Nature MedicineIn a multiomic analysis of samples from patients with newly diagnosed multiple myeloma treated with isatuximab, carfilzomib, lenalidomide and dexamethasone induction therapy followed by consolidation ...

๐Ÿ›๏ธ Citizens' assemblies aim higher Randomly chosen citizens kept proposing more ambitious climate measures than their governments had. Turning those ideas into decisions depends strongly on politics. ๐Ÿ”— doi.org/10.1038/s41558-026-02755-1 #ClimatePolicy #Democracy #CitizensAssembly ๐Ÿงช

doi.orgCitizensโ€™ assemblies propose ambitious climate policy but impacts remain limited - Nature Climate ChangeDeliberative citizen participation, such as climate assemblies, has been promoted in climate governance. This study finds that, although assemblies proposed more ambitious recommendations than existin...

๐Ÿค– Ask your AI if your plan is good and it will tell you the plan is good. Join my webinar for 3 tests for telling whether a model is thinking or flattering. ๐Ÿ“† Wednesday 28th October ๐Ÿ•ฃ 8pm GMT ๐Ÿ’ฐ Free maven.com/p/b2f2af/why... #AI #Education #GenAI ๐Ÿงช

maven.comWhy Your AI Always Agrees With You (and How to Make It Stop)Chatbots are trained on human ratings, and people rate agreement highly. So the tool learns to tell you what you want to hear. In April 2025 OpenAI rolled back a ChatGPT update because it had become s...

๐ŸŒ AI is a weak stand-in for survey answers Researchers had AI models answer a global survey as 67,201 real people in 74 countries. They got the direction right for 77.8% of age and gender patterns, but only 48.1% of cultural ones. ๐Ÿ”— doi.org/10.1038/s41562-026-02611-4 #AI #Surveys #Economics ๐Ÿงช

doi.orgSimulated responses from large language models are weak proxies for human economic preferences across 74 countries - Nature Human BehaviourSimulating a global survey of economic preferences across 74 countries, this study shows that large language models reproduce some demographic patterns in human preferences but fail to capture cultura...

๐Ÿ™๏ธ Cooling-heavy megacities, 45% of emissions In rapidly urbanising Chinese cities, cooling-heavy megacities made up 45% of total emissions in 2019. Early on, industry drives emissions. Later, fixes must cut across sectors. ๐Ÿ”— doi.org/10.1088/1748-9326/aeb14a #Climate #Cities #China ๐Ÿงช

doi.orgDynamic urban decarbonization pathways revealed in rapidly urbanizing Chinese citiesDynamic urban decarbonization pathways revealed in rapidly urbanizing Chinese cities, Chen, Tong, Creutzig, Felix, Debnath, Ramit

๐ŸŒ‹ Human erosion raises lake tsunami risk Erosion caused by people is at its highest since the Industrial Era, overloading river deltas in lakes worldwide. Collapses like the one in Italy's Lake Iseo may become more likely. ๐Ÿ”— doi.org/10.1038/s41467-026-78272-8 #Geology #Tsunami #Lakes ๐Ÿงช

doi.orgHuman-enhanced tsunami hazard in large lakes - Nature CommunicationsIn Lake Iseo, Italy, human-driven erosion amplified sediment accumulation and preconditioned the delta for catastrophic earthquake-induced collapses and tsunamis, revealing a global mechanism linking ...

๐ŸŽ“ A coaching chatbot made study less dull In a trial of 144 high school students, chatbots built to coach study habits beat plain ChatGPT on enjoyment and boredom. Test gains were the same in every group. ๐Ÿ”— doi.org/10.1111/bjet.70094 #AI #Education #EdTech

doi.org<em>British Journal of Educational Technology</em> | BERA Journal | Wiley Online LibraryWhile generative AI (GenAI) tools are emerging as educational resources, general-purpose applications like ChatGPT are not explicitly designed to support the metacognitive and socio-emotional dimensi...

๐Ÿฅค Microplastics are active in water Columbia University tests found common microplastics spontaneously make reactive oxygen chemicals in water, more so when the plastic repels water. Plastic isn't as inert as we thought. ๐Ÿ”— doi.org/10.1038/s41586-026-11141-y #Microplastics #Chemistry ๐Ÿงช

doi.orgIntrinsic physicochemical activity at microplasticโ€“water interfaces - NatureCommodity microplastics exhibit intrinsic physicochemical activity at water interfaces, manifested by spontaneous generation of reactive oxygen species, challenging the prevailing paradigm of plastic ...

๐ŸŸ People target the oddest fish A global analysis finds people use 26% of freshwater fish species, and together they cover 45.2% of the body shapes fish come in. That puts the most distinctive fish in the firing line. ๐Ÿ”— doi.org/10.1038/s41467-026-78568-9 #Ecology #Fish #Rivers ๐Ÿงช

doi.orgHuman targeting of morphologically unique fishes amplifies the risk of functional erosion - Nature CommunicationsA quarter of the worldโ€™s freshwater fish species are used for food, recreation, or ornamental purposes. These species harbour unique morphologies, many threatened, whose loss would erode irreplaceable...

๐Ÿซ€ Tailored surgery care showed no gain In a German trial of 1,095 high-risk surgery patients, heart targets tailored to each person did no better than routine care. Serious complications hit 44.3% against 46.9%. ๐Ÿ”— doi.org/10.1001/jama.2026.18574 #Medicine #Surgery #Science ๐Ÿงช

doi.orgIndividualized Cardiac Indexโ€“Guided Hemodynamic Therapy in High-Risk PatientsThis multicenter, single-blind, superiority randomized clinical trial compares the effects of individualized cardiac indexโ€“guided hemodynamic therapy vs routine hemodynamic therapy on outcomes in high...

๐ŸŒŽ AI leaves out Indigenous communities A commentary on Kichwa communities in Ecuador says AI advice is often misread, mistimed or ignored. Its fix is community checks before outputs spread, and voice notes as input. ๐Ÿ”— doi.org/10.1177/20539517261498673 #AI #Indigenous #Ethics

doi.orgAI is locking out Indigenous voices: Toward more equitable futures - Inti Josue Cachipuendo-Contero, Justin Yeager, 2026Artificial intelligence (AI) increasingly helps communities make decisions related to healthcare, agriculture, education, and climate adaptation, yet most AI sy...

๐Ÿ”ฅ Active brown fat tracks with healthier hearts In about 8,700 patients at a US cancer centre, those with more active brown fat were less likely to have heart or metabolic disease. That is a link, and cause is unproven. ๐Ÿ”— doi.org/10.1038/s41586-026-11162-7 #BrownFat #Health #AI ๐Ÿงช

doi.orgArtificial intelligence-enabled clinical phenotyping of human brown fat - NatureArtificial intelligence-enabled quantification and analyses of brown adipose tissue (BAT) activity uncover links between BAT and a healthier metabolic profile along with lower rates of psychiatric dis...

๐ŸงŠ Tall ice cliffs retreat faster than models say Measurements show tall ice cliffs calve faster than models assume. Thinning ice stops a runaway collapse, though, which matters for anyone on a coast. ๐Ÿ”— doi.org/10.1126/science.aee0658 #IceSheets #Glaciology #Climate ๐Ÿงช

doi.orgEmpirical constraints on ice cliff calvingWhen calving cliffs at the margins of Earthโ€™s ice sheets exceed a critical height, runaway retreat may be initiated in a process called the marine ice cliff instability. However, sufficiently tall ice...