Prof Sam Illingworth
@samillingworth.com
12K followers 67 following 3.9K posts

Professor of Creative Pedagogies | Poet | Game Designer | Slow AI #SciComm #HigherEd #Poetry #GenAI https://theslowai.substack.com/ https://linktr.ee/sam.illingworth

Environmental science 23%
Sociology 13%
Posts Media Videos Starter Packs

samillingworth.com
🌊 Rising seas, rising risks

A new study estimates up to 136 million buildings across the Global South could face flooding under long-term sea level rise, highlighting the cost of inaction.

🔗 www.nature.com/articles/s42...

#SciComm 🧪 #ClimateCrisis #Floods
Assessing the exposure of buildings to long-term sea level rise across the Global South - npj Urban Sustainability
npj Urban Sustainability - Assessing the exposure of buildings to long-term sea level rise across the Global South
www.nature.com

samillingworth.com
🏃‍♀️ Why we feel tired

A new paper proposes that exercise fatigue is not just physical but a brain prediction, i.e., a metacognitive signal that the body’s balance is off.

🔗 link.springer.com/article/10.1...

#SciComm 🧪 #Fatigue
A New Framework to Understand and Study Exercise-Induced Perceived Fatigue as a Metacognitive Inference of Dyshomeostasis - Sports Medicine
Novel theories have emerged in the past decade pertaining to how the brain processes internal body sensations and how such processes underpin not only perception but also how we act in the world. These neuroscientific advances offer new perspectives for research and practice allied to medicine, sport and exercise science. The construct of perceived fatigue has been understudied until recent recognition of its prevalence and influence on perceptions and behaviours in health, diseases and performance. The aim of the present perspective piece is to propose a theoretical and conceptual framework for understanding perceived fatigue and its emergence during exercise. We encourage the use of the definition proposed by Micklewright et al. (2017), that is “a feeling of diminishing capacity to cope with physical or mental stressors, either imagined or real”, from a critique of contemporary taxonomies and a distinction made with other key percepts in the field of medicine, sport and exercise. We also offer some methodological considerations for its measure. We then succinctly describe a neurobiologically plausible mechanistic underpinning of exercise-induced perceived fatigue based on the theory of predictive processing applied to homeostatic regulation through allostatic control and metacognition. Finally, we position the model of perceived fatigue through Metacognitive Inference of Dyshomeostasis (MID) within the wider corpus of knowledge. We first contrast the MID model with the most dominant biology-grounded models of perceived fatigue proposed in the literature to then provide preliminary evidence in support of the MID model and suggest some testable predictions for future research.
link.springer.com

samillingworth.com
💧 Clean water from sunlight

A new self-floating film disinfects 10 litres of dirty water in 40 minutes using weak sunlight. It’s reusable 50+ times, offering a low-cost way to make water safe.

🔗 www.nature.com/articles/s44...

#SciComm 🧪 #Water
Reusable photocatalytic film for efficient water disinfection under low light intensity - Nature Water
A self-floating photocatalytic film enables rapid bacterial inactivation under weak natural sunlight.
www.nature.com

samillingworth.com
🌀 Power from spinning black holes

New simulations show how energy can be extracted from rotating Kerr black holes via the Blandford–Znajek mechanism, confirming it as a robust engine for cosmic jets.

🔗 doi.org/10.3847/2041...

#SciComm #Astrophysics 🧪
Electromagnetic Energy Extraction from Kerr Black Holes: Ab Initio Calculations - IOPscience
Electromagnetic Energy Extraction from Kerr Black Holes: Ab Initio Calculations, Meringolo, Claudio, Camilloni, Filippo, Rezzolla, Luciano
doi.org

samillingworth.com
🧬 Women and depression risk

A global study found women carry twice as many genetic variants linked to depression as men (16 vs 8), suggesting biological differences may shape vulnerability.

🔗 www.theguardian.com/science/2025...

#SciComm 🧪 #MentalHealth
Women carry a higher genetic risk of depression, new study says
Researchers in Australia find 16 genetic variants linked to depression in women but only eight in men
www.theguardian.com

samillingworth.com
💉 Volunteer scientists step up

US researchers are working nights and weekends to provide independent vaccine guidance after federal reversals. Their data reviews now inform state and medical society recommendations.

🔗 doi.org/10.1038/d415...

#SciComm #Vaccines 🧪
Volunteer scientists work ‘nights and weekends’ to guide vaccine advice in US
Medical specialists, wary of the guidance provided by Trump’s team, offer up their own advice independently of the government.
doi.org

samillingworth.com
🐸 Frogs and false signals

A new study finds that grey treefrogs use daylight length to trigger 'antifreeze' buildup for winter. But as climate change warms winters, this cue may mislead them into preparing too early or too late.

🔗 doi.org/10.1111/1365...

#SciComm #ClimateCrisis 🧪
Freeze‐tolerant frogs accumulate cryoprotectants using photoperiod: A potential ecological trap
Climate change is disrupting the reliability of photoperiod as a cue signalling seasonal changes in temperature. We show that gray treefrogs under a late-season photoperiod accumulated large reserves...
doi.org

samillingworth.com
Thanks David. And yes I agree that this is a very important topic that should be much more out in the open. 🙏

samillingworth.com
🌍 Inhalers and emissions

From 2014–2024, US inhalers for asthma and COPD produced 24.9 million tons of CO₂, mostly from metered-dose types, costing $5.7 billion in social harms. Shifting to lower-emission inhalers could cut climate impact.

🔗 doi.org/10.1001/jama...

#SciComm #ClimateHealth 🧪
Inhaler-Related Greenhouse Gas Emissions in the US
This cross-sectional study estimates greenhouse gas emissions from all inhalers approved for asthma or chronic obstructive pulmonary disease (COPD) using aggregated dispensing data across the US outpa...
doi.org

samillingworth.com
I know it's only mice but I agree. So exciting.

samillingworth.com
🌳 Green space and childhood opportunity

A nationwide US study finds that children in deprived neighbourhoods have less access to green space, with Hispanic children most affected.

🔗 www.nature.com/articles/s41...

#SciComm #PublicHealth 🧪
Exploring the role of green space in mitigating childhood opportunity across the U.S - Scientific Reports
Scientific Reports - Exploring the role of green space in mitigating childhood opportunity across the U.S
www.nature.com

samillingworth.com
🦎 Fossils rewriting snake and lizard evolution

Two new @nature.com studies reveal mosaic fossils showing how early lizards and snakes evolved. The findings uncover a Jurassic reptile mixing ancient and snake-like traits.

🔗 doi.org/10.1038/d415...

#SciComm #Paleontology 🧪
Mix-and-match fossils tell the tale of snake and lizard evolution
Little is known about the early history of lizards, snakes and their kin. New fossil discoveries reveal a complex evolutionary journey.
doi.org

samillingworth.com
Curious about where science meets poetry?

Science Communication through Poetry is an online course exploring how creative language can make research more human and engaging.

Only a few places left. Register here:
napier.ac.uk/study-with-u...

#SciComm #Poetry #AcademicSky #SciArt 🧪
Science Communication through Poetry
At Edinburgh Napier University, we nurture talent and create knowledge that shapes communities all around the world.
napier.ac.uk

samillingworth.com
🤖 Is AI ever really neutral?

Neutrality is an illusion. AI tools reflect the biases in their data and design.

This week’s Slow AI practice: after any polished AI answer, pause and ask, who might this disadvantage?

theslowai.substack.com/p/ai-neutral...

#SlowAI #AIethics #AI #SciComm
When AI Sounds Neutral, Is It?
AI is not neutral. It mirrors bias in data and design. Learn a simple practice to ask who is left out, and why diverse voices matter for real solutions.
theslowai.substack.com

samillingworth.com
🐜 Ants and yogurt: an unexpected recipe

Researchers found that red wood ants can ferment milk into yogurt. The ants contribute lactic and acetic acid bacteria, formic acid, and proteases that aid fermentation and texture.

🔗 www.cell.com/iscience/ful...

#SciComm #Microbiology 🧪
Making yogurt with the ant holobiont uncovers bacteria, acids, and enzymes for food fermentation
Entomology; Food microbiology
www.cell.com

samillingworth.com
👂 Hearing loss, allergies, and ADHD in children

A new study using Korean health data found that both hearing loss and allergic rhinitis are linked to ADHD, with the strongest link seen when both occur together.

🔗 www.clinicaladvisor.com/news/allergi...

#SciComm #ADHD 🧪
Allergic Rhinitis, Hearing Loss Linked to ADHD in Children
Stronger association seen for patients with both hearing loss and allergic rhinitis than for those with either one alone.
www.clinicaladvisor.com