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Joana Grah

@joanagrah.bsky.social
965 followers 1.7K following 86 posts

#ImageAnalysis Centre for #AI in #PublicHealth Research @rki.de • PhD in applied maths from @cam.ac.uk • co-founder @hermathsstory.bsky.social • #firstgen #scicomm • she/her

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Reposted by Joana Grah
plus.maths.org @plusmaths.bsky.social · 30/09/2026
As we move into autumn, lots of us are feeling a bit under the weather - back to school bugs, fresher's flu... But how do infectious diseases spread? In between sneezing, we've been watching these short videos with Julia Gog to understand the maths behind contagion. plus.maths.org/contagious-m...
plus.maths.org
Contagious maths
How does maths help in tackling infectious diseases? Join Julia Gog to find out in this series of videos and articles, and have a go at modelling diseases yourself!
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Her Maths Story @hermathsstory.bsky.social · 30/09/2026
“People often assume it means being a human calculator. But #mathematics is vast, a language, a science, and an art. More people should know this.” - Gervy Marie Angeles ➡️ hermathsstory.eu/gervy-marie-... #DifferentialEquations #RoleModels #WomenInMaths #HerMathsStory
A light blue editorial-style poster for “HMS: Her Maths Story.” Large navy text reads “Gervy Marie Angeles,” with “Assistant Professor” beneath a tilted photograph of a woman standing in front of a chalkboard covered with mathematical equations while holding a stack of books. The poster includes a quote: “People often assume it means being a human calculator. But #mathematics is vast, a language, a science, and an art. More people should know this.”
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Her Maths Story @hermathsstory.bsky.social · 16/09/2026
“I aspire to (...) contribute to the science of learning, and support and inspire students, particularly those who may not see themselves represented in academia.” - Flavia H. Santos ➡️ hermathsstory.eu/flavia-h-san... @flavinska.bsky.social @ioe.bsky.social @ucl-ioe-phd.bsky.social @ucl.ac.uk
A dark navy and pale blue editorial-style poster for “HMS: Her Maths Story.” Large text at the top reads “Flavia H. Santos.” A photograph shows a woman speaking into a microphone behind a laptop. Beside the photograph is a quote about contributing to the science of learning and supporting and inspiring students, particularly those who may not see themselves represented in academia. The bottom text reads “Director of the Music and Math Cognition Lab at UCL.”
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plus.maths.org @plusmaths.bsky.social · 13/09/2026
For those who are following the developments surrounding #AI generated or assisted #proofs in #maths, here's a declaration signed by a number of Fields Medallists and endorsed by many others mathandai.org
mathandai.org
Declaration — Math and AI
Read the declaration and add your name.
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Jan Böhmermann 🤨 @janboehm.bsky.social · 06/09/2026
Faschismus is back youtu.be/DgPvWtvUZF8?...
youtu.be
Jan Böhmermann – “Faschismus is back” | ZDF Magazin Royale
YouTube video by ZDF MAGAZIN ROYALE
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Her Maths Story @hermathsstory.bsky.social · 02/09/2026
☀️ While we were away, maths kept moving… We took a little summer break, but there was still plenty to discover! Before we dive back into sharing new stories, here are three things that caught our attention this summer: #HerMathsStory #WomenInMathematics #WomenInSTEM #Mathematics #WomenInScience
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plus.maths.org @plusmaths.bsky.social · 27/08/2026
Are you a maths student looking ahead to the next steps but afraid that further study is not a financial possibility? The Martingale Scholarships in maths may be an option for you and they're open for 2027 entry. If you'd like to know more, check out our podcast with two Martingale scholars.
plus.maths.org
Solve for X and the Martingale Foundation
Are you thinking of doing a Masters or PhD in maths or another STEM subject but are worried about funding? Then the Martingale Foundation might be for you. Find out more in this episode of Maths on…
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plus.maths.org @plusmaths.bsky.social · 18/08/2026
The biggest and oldest scientific pre-print server @arxiv.bsky.social now hosts over 3 million articles, including many not available anywhere else. But how does it work behind the scenes? Find out in our latest podcast with the Interim CEO Ramin Zabih. plus.maths.org/ramin-zabih-...
Podcast poster
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plus.maths.org @plusmaths.bsky.social · 10/08/2026
The map of the world can feel like a natural and scientific image - but there's actually a lot of issues with it. In this #MathsMinuteMonday we take a look at the maths behind the map - what's wrong with it and what the alternatives are. plus.maths.org/maths-minute...
plus.maths.org
Maths in three minutes: Map projections
Getting a different picture of our planet.
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Her Maths Story @hermathsstory.bsky.social · 06/08/2026
On August 8 #InfinityDay, join us for #CountedOut's first-ever free virtual screening, followed by a live conversation with Director Vicki Abeles, Julia Angwin and Talithia Williams How: Register here watch.eventive.org/countedout/p... to attend and you'll receive a private viewing link by email
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Her Maths Story @hermathsstory.bsky.social · 30/07/2026
✨ Thanks a lot Nathalie Ayi for featuring us on your podcast Tête-à-tête Chercheuse(s) @tat-chercheuses.bsky.social! 🎙️Check out the podcast episode of the series "Les Recos de l'Été" 🇫🇷 here: podcast.ausha.co/tat-chercheu...
The image shows HerMathsStory logo on the bottom left. On the top left, it is present the logo of the Les Recos de l'Été series of the podcast Têtê-à-Têtê Chercheuse(s), whose cartoon-like logo image is shown on the right.
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plus.maths.org @plusmaths.bsky.social · 30/07/2026
We are on our way back from the #ICM2026, but before we left we bumped into @mikehill.bsky.social, who we were thrilled to catch up with. You can find out more about his work in this podcast we did with him last year. plus.maths.org/topological-...
plus.maths.org
Topological data analysis with Michael Hill
Find out how topology, traditionally part of pure maths, can help us understand big data, with applications in areas such as cancer research and social justice.
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plus.maths.org @plusmaths.bsky.social · 28/07/2026
In our latest podcast, Holly Krieger tells us all about the benefits of a career in maths, how she got into her field, and what it is like being on Numberphile. plus.maths.org/holly-kriege...
Podcast poster for Holly Krieger: The Dynamics of Numbers by Maths on the Move, the podcast by Plus.Maths.org. Photo of Holly, a redheaded woman, by a blackboard with an equation
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plus.maths.org @plusmaths.bsky.social · 24/07/2026
We ran an article about AI and image analysis recently with the lovely people from maths4DL which Carola is part of plus.maths.org/learning-uns... #maths #mathematics
plus.maths.org
Learning the unseen
Find out how deep learning can help improve the images produced by MRI, CT and PET scans, making patients more comfortable and cutting NHS waiting lists.
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plus.maths.org @plusmaths.bsky.social · 24/07/2026
We were very happy to see Carola Schönlieb's talk about image analysis, inverse problems and AI at the ICM today. (You can find out more about her here: plus.maths.org/meet-carola-...) #maths #mathematics
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Emily M. Bender @emilymbender.bsky.social · 24/07/2026
This is laughable --- "reporting says", well yes, these reporters did a bang-up job anthropomorphizing the system they are talking about, and obfuscating the responsibility that OpenAI holds here. bsky.app/profile/mims... Some examples:
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plus.maths.org @plusmaths.bsky.social · 23/07/2026
Carola Schönlieb from the Maths Faculty at Cambridge is giving the laudatio for Hannah Fry at @icm_2026. Carola is an amazing #mathematician herself, you can find out more about her here: plus.maths.org/meet-carola-...
plus.maths.org
Meet Carola-Bibiane Schönlieb!
One of our favourite colleagues here at the University of Cambridge is Professor of Applied Mathematics Carola-Bibiane Schönlieb. We have had the pleasure to work with her quite a bit over the last fe...
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plus.maths.org @plusmaths.bsky.social · 23/07/2026
Our very own Hannah Fry has won the 2026 Leelavati Prize for public engagement with #maths! Listen to our #podcast recorded with Hannah Last week plus.maths.org/hannah-fry-i... @londmathsoc.bsky.social
plus.maths.org
Hannah Fry: The ICM 2026
We speak to Hannah Fry, winner of this year's Leelavati prize, in the run-up to the ICM 2026 about how she feels about being awarded the prize, the role of mathematics in culture, and her favourite ex...
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plus.maths.org @plusmaths.bsky.social · 23/07/2026
The Gauss Prize, for #maths with important applications, is awarded to Yurii Nesterov for his groundbreaking work on mathematical optimisation @londmathsoc.bsky.social #mathematics
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Her Maths Story @hermathsstory.bsky.social · 15/07/2026
☀️ We're taking a short summer break! 💙 Thank you to all our authors, readers and supporters for making Her Maths Story possible. Enjoy the summer, and we'll be back in September with new stories and blog posts! 📚 hermathsstory.eu
Graphic announcing the Her Maths Story summer break. At the top is the Her Maths Story logo on a dark blue background decorated with seashell illustrations. Large white text reads, "It's ok to take a break!" followed by "We will be back in September with new stories." The lower half shows a person swimming in bright turquoise water with large white text reading "OUT OF OFFICE." The design conveys a relaxed summer holiday while announcing a pause in new website content until September.
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Joana Grah @joanagrah.bsky.social · 13/07/2026
Such a cool article - now I have a name for what this one is regularly doing in the park: a Lévy walk!
Cute dog sitting on grass in a park
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Joana Grah @joanagrah.bsky.social · 06/07/2026
Voronoi diagrams 😍
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Tim Newman @tnewmsblues.bsky.social · 29/06/2026
Great paper by a 🌟 group ( @posada.website) that shows the "annotation pipeline as a site of epistemic contestation" & how 'ground truth' is "a sociotechnical artifact manufactured through a sequence of deliberate & often invisible choices," including labor conditions dl.acm.org/doi/10.1145/...
The Consensus Trap: Dissecting Subjectivity and the "Ground Truth" Illusion in Data Annotation

SHEZA MUNIR, University of Toronto
BENJAMIN MAH, University of Toronto
KRISHA KALSI, University of Toronto
SHIVANI KAPANIA, Carnegie Mellon University
JULIAN POSADA, Yale University
EDITH LAW, University of Waterloo
DING WANG, Google Research
SYED ISHTIAQUE AHMED, University of Toronto

In machine learning, "ground truth" refers to the assumed correct labels used to train and evaluate models. However, the foundational "ground truth" paradigm rests on a positivistic fallacy that treats human disagreement as technical noise rather than a vital sociotechnical signal. This systematic literature review analyzes research published between 2020 and 2025 across seven premier venues: ACL, AIES, CHI, CSCW, EAAMO, FAccT, and NeurIPS, investigating the mechanisms in data annotation practices that facilitate this "consensus trap". Our reflexive thematic analysis of 346 papers reveals that systemic failures in positional legibility, combined with the recent architectural shift toward human-as-verifier models, specifically thereliance on model-mediated annotations, introduce deep-seated anchoring bias and effectively remove human voices from theloop. We further demonstrate how geographic hegemony imposes Western norms as universal benchmarks, often enforced by the performative alignment of precarious data workers who prioritize requester compliance over honest subjectivity to avoid economic penalties. Critiquing the "noisy sensor" fallacy, where statistical models misdiagnose pluralism as error, we argue for reclaiming disagreement as a high-fidelity signal essential for building culturally competent models. To address these systemic tensions, we propose a roadmap for pluralistic annotation infrastructures that shift the objective from discovering a singular "right" answer to mapping the diversity of human experience.
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Ana Paula Gomes @anapaulagomes.me · 19/06/2026
I'm thrilled to share our new paper in JMIR: "The Open Syndrome Definition as a Machine-Readable Standard for Public Health." We built the first open, machine-readable standard to fix how disease cases are classified in PH surveillance settings. More details in the thread 🧵 opensyndrome.org
opensyndrome.org
Open Syndrome Initiative
Your database of open syndrome definitions 35 countries, 40 definitions, 1 standard Transform syndrome and case definitions into machine-readable formats with Open Syndrome. Our tooling makes it easy ...
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plus.maths.org @plusmaths.bsky.social · 18/06/2026
We were lucky to share a building with the legendary Stephen Hawking for many years. Now Cambridge has appointed the first-ever Hawking Professor of #Cosmology. Daniel Baumann works on a fundamental question in the field: How did the Universe begin? plus.maths.org/cambridge-ap...
plus.maths.org
Cambridge appoints first-ever Hawking Professor of Cosmology
Daniel Baumann will be treading in Hawking's legendary footsteps, pursuing a central question of the field: How did the Universe begin? Find out more in this article.
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Her Maths Story @hermathsstory.bsky.social · 17/06/2026
✨ Do you know where you can find us? Math stories, real experiences, inspiring women, and a love for mathematics, across social media 💙 📍Instagram 📍Facebook 📍Bluesky 📍Mastodon 📍LinkedIn Find us everywhere as Her Maths Story and join our community! 🌐 hermathsstory.eu #HerMathsStory #WomenInMath
A promotional graphic for Her Maths Story in soft blue tones, featuring the text “Do you know where you can find us?”, the HMS logo, math-themed doodles, and icons for Instagram, Facebook, Bluesky, Mastodon, and LinkedIn. The website [hermathsstory.eu](http://hermathsstory.eu) appears at the bottom.
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Jan Böhmermann 🤨 @janboehm.bsky.social · 17/06/2026
jens spahn
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Dirk Lorenz @dirque.bsky.social · 06/06/2026
Rebrand optimization as argmaxxing
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plus.maths.org @plusmaths.bsky.social · 20/05/2026
In 2016/2017 infections acquired in hospitals in England accounted for 28,500 patient deaths and cost the NHS £2.7 billion. So how can we best understand and help avoid them? We spoke to Jessica Brigden about her work on models of transmission.
plus.maths.org
Keeping hospitals safe from infectious diseases
Infectious diseases in hospitals cost lives and money. How can we best understand them?
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Her Maths Story @hermathsstory.bsky.social · 20/05/2026
“(...) I work at the interface of science, policy and society, bringing together companies, patient organisations and institutions. My mathematical background helps me translate between perspectives (...).” - Johanna Grames ➡️ hermathsstory.eu/johanna-grames #WomenInMaths #HerMathsStory
Portrait of Johanna Grames smiling, wearing a sleeveless red top, with her hair tied back, a softly blurred office hallway in the background. The image appears within a graphic layout featuring the “HMS – Her Maths Story” logo at the top and a torn-paper style design. Below the photo, the text reads: “Johanna Grames – Team Lead Global Governmental Affairs & Patient Advocacy.”
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plus.maths.org @plusmaths.bsky.social · 12/05/2026
Today is International #WomenInMathematics day, set up in honour of Maryam Mirzakhani, the first female Fields Medallist. To celebrate, we've collected together articles celebrating the incredible women in maths we have worked with over the last year. plus.maths.org/happy-2026-w...
plus.maths.org
Happy 2026 Women in Maths Day!
As we celebrate Women in Maths day, check out some of the brilliant women we have worked with over the last year.
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Her Maths Story @hermathsstory.bsky.social · 12/05/2026
💙 May 12 is International Women in Mathematics Day! Today we celebrate women in maths and remember Maryam Mirzakhani, the first woman to win the Fields Medal. 🎬 Free screenings of ‘Secrets of the Surface’ by May 12 initiative available at: may12.womeninmaths.org #May12 #WomenInMath #HerMathsStory
A blue promotional poster for Women in Maths Day featuring the HMS logo, the text “Happy Women in Maths Day – May 12th,” and a photo of Maryam Mirzakhani receiving the Fields Medal during an award ceremony.
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Her Maths Story @hermathsstory.bsky.social · 06/05/2026
“I was so intrigued by the things [a customer at work who did a degree in mathematics] said that a few days later we ended up talking about ring theory over ramen.” - Aleksandra Brodowy ➡️ hermathsstory.eu/aleksandra-b... #AbstractAlgebra #WomenInMaths #WomenInSTEM #HerMathsStory
Portrait-style graphic featuring a smiling woman with shoulder-length blonde hair, standing outdoors in warm sunlight. She is wearing a brown jacket and looking off to the side. The background shows a softly blurred urban setting with buildings and greenery. At the top is the “HMS – Her Maths Story” logo. At the bottom, text reads: “Aleksandra Brodowy – Account Manager & Master’s Student.”
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Barbara Fantechi @barbarafantechi.bsky.social · 01/05/2026
Before you read this article, guess how many women are interviewed, guess how many women mathematicians are interviewed, and consider how many other groups are even more blatantly under represented, or not at all. Who gets to discuss maths in the public eye?
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Vagina Museum @vaginamuseum.bsky.social · 17/04/2026
What the Vagina Museum needs, more than ever, is a reliable, sustainable source of income. Something we know will be coming in each month. Our running costs are greater than this regular income. But this is where you can make a huge difference. www.vaginamuseum.co.uk/support
vaginamuseum.co.uk
Get Involved — Vagina Museum
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Her Maths Story @hermathsstory.bsky.social · 22/04/2026
“I realized that studying mathematics made me logical, precise and optimistic in life. The subject helped me gain the confidence and skills to achieve much more than I ever aspired to.” - Tabitha Rajashekar ➡️ hermathsstory.eu/tabitha-raja... #WomenInMaths #HerMathsStory
Portrait of Tabitha Rajashekar smiling at the camera, wearing a pink blouse and a green sari with gold jewelry, including earrings and a necklace. Her hair is pulled back, and the background is softly blurred with light-colored architectural elements.
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Amrei Bahr @amreibahr.bsky.social · 14/04/2026
Nach 14 Jahren fällt man den Entschluss, Academia zu verlassen, nicht mal eben so -- trotz all unserer Kritik ➡️ #IchBinHanna Warum ich dazu nicht bloß die Erkenntnis brauchte, was ich verliere, wenn ich bleibe, sondern auch eine Idee davon, was ich gewinne, wenn ich gehe: Heute in #ArbeitInDerWiss!
steady.page
Tschüss, Academia! Erpressbar war ich gestern
Was es gebraucht hat, um den Entschluss zu fällen, dass ich der Wissenschaft den Rücken kehre -- und was ich schon jetzt dadurch gewonnen habe.
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Daniel Duran @simphon.bsky.social · 18/04/2026
»Das aktuelle Wissenschaftssystem schätzt Selbstausbeutung bis zum Zusammenbruch, einen gesunden Umgang mit Arbeit hingegen überhaupt nicht.«
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Project Gutenberg @gutenberg.org · 18/04/2026
Before Computers Were Machines, They Were Women. Here Are Six Places Where Human Computers Built Modern Science by Diana Turnbow www.smithsonianmag.com/blogs/smiths... #womeninstem #computerscience
The Harvard Computers standing in front of Building C at the Harvard College Observatory, 13 May 1913.

Photograph of the Harvard Computers, a group of women who worked under Edward Charles Pickering at the Harvard College Observatory. The photograph was taken on 13 May 1913 in front of Building C, which was then the newest building at the Observatory. The image was discovered in an album which had once belonged to Annie Jump Cannon. Image courtesy of the Harvard-Smithsonian Center for Astrophysics. Back row (L to R): Margaret Harwood (far left), Mollie O'Reilly, Edward C. Pickering, Edith Gill, Annie Jump Cannon, Evelyn Leland (behind Cannon), Florence Cushman, Marion Whyte (behind Cushman), Grace Brooks. Front row: Arville Walker, unknown (possibly Johanna Mackie), Alta Carpenter, Mabel Gill, Ida Woods.

https://en.wikipedia.org/wiki/Harvard_Computers#/media/File:Edward_Charles_Pickering's_Harem_13_May_1913.jpg
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Iris van Rooij 💭 @irisvanrooij.bsky.social · 13/04/2026
“Cease normalising AI hype (…) The technologies do not have the advertised capacities & their adoption puts students and academics at risk of violating ethical, legal, scholarly, and scientific standards of reliability, sustainability, & safety.” openletter.earth/open-letter-... cc @olivia.science
openletter.earth
Open Letter: Stop the Uncritical Adoption of AI Technologies in Academia
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Olivia Guest · Ολίβια Γκεστ @olivia.science · 06/04/2026
> consider the case of computer scientist Geoffrey Hinton’s 2016 declaration that “we should stop training radiologists now” Since then, extensive research has shown this to have been premature, to say the least
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Robert Koch-Institut @rki.de · 02/04/2026
Das neue #EpidBull-Dashboard macht die Statistik zu meldepflichtigen Infektionskrankheiten anschaulicher. ℹ️ Es wurden zusätzlich sieben weitere Krankheiten aufgenommen, darunter Cholera und Gelbfieber. Die Daten werden wöchentlich aktualisiert: 🔗 www.rki.de/DE/Aktuelles...
Titelfolie zum interaktiven Dashboard des EpidBull. Auf blauem Hintergrund steht: „Jetzt neu: Interaktives Dashboard zum EpidBull“. Darunter der Hinweis, dass meldepflichtige Infektionskrankheiten im Dashboard mit Inzidenzen, Fallzahlen und Zeitverläufen auf einen Blick dargestellt werden. Im unteren Bildbereich sind stilisierte Monitore mit Diagrammen und eine große Lupe zu sehen. Unten steht „Robert Koch-Institut“.
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The Guardian @theguardian.com · 29/03/2026
Full network of clitoral nerves mapped out for first time
theguardian.com
Full network of clitoral nerves mapped out for first time
Anatomy of one of least studied human organs could improve outcomes for women who have pelvic surgery Almost 30 years after the intricate web of nerves inside the penis was plotted out, the same mapping has finally been completed for one of the least-studied organs in the human body – the clitoris. As well as revealing the extent of the nerves that are crucial to orgasms, the work shows that some of what medics are learning about the anatomy of the clitoris is wrong, and could help prevent women who have pelvic operations from ending up with poorer sexual function. Continue reading...
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plus.maths.org @plusmaths.bsky.social · 26/03/2026
Are you interested in the connections between #maths and #art? Then you'll probably like @marcusdusautoy.bsky.social 's new book "Blueprints". Here's an excerpt: plus.maths.org/blueprints-h...
plus.maths.org
Blueprints: How mathematics shapes creativity
In this excerpt from his new book, Blueprints, Marcus du Sautoy makes a case for the suprising connections between maths and art.
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Joana Grah @joanagrah.bsky.social · 24/03/2026
Solidarität mit Collien Fernandes: Gewalt gegen Frauen - auch online - muss geahndet werden. Männliche Gewalt muss endlich strafverfolgt werden. Jetzt unterzeichnen ✍️ weact.campact.de/petitions/in...
weact.campact.de
In Solidarität mit Collien Fernandes: 10 Forderungen an die Bundesregierung
Wir müssen was tun. Um unsere Solidarität zu zeigen. Und um dazu beizutragen, dass sich in Deutschland ordentlich was ändert. Über’s Wochenende haben wir mobilisiert. Wir sind nun über 250 (!!!) Frau...
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Lakshmi Chandrasekaran @lakshmic.bsky.social · 24/03/2026
Are #quantum proofs (solutions) stronger than classical proofs? I cover this in my latest blog- bit.ly/4sv0L5j Thank you Chinmay Nirkhe, @johnbostanci.bsky.social Andrew Huang, John Wright, Fermi Ma & Anand Natarajan for the engaging chat! #ComplexityTheory #TheoreticalComputerScience
bit.ly
Using classical oracles to differentiate quantum complexity classes
Research in quantum complexity classes QMA and QCMA explores whether quantum proofs are superior to classical proofs. Progress shows quantum solutions can be more efficiently verified, leading to i…
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Jan Böhmermann 🤨 @janboehm.bsky.social · 15/03/2026
Now with ENGLISH subtitles: ZDF MAGAZIN ROYALE about the War for Iran youtu.be/Vjcx3pAKxP8?...
youtu.be
Iran: Raketen für die neue Weltunordnung | ZDF Magazin Royale
YouTube video by ZDF MAGAZIN ROYALE
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Maximilian Pichl @maxpichl.bsky.social · 15/03/2026
Forschung und Lehre sind vor allem frei im Sinne des Grundgesetzes
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Frau Nora @fraunora.bsky.social · 13/03/2026
"Für mich ist das nichts Neues!" - Das ist der entscheidende Satz. Und die Veränderung ist, dass das heute endlich auffällt. Nämlich vor allem den Sportjournalistinnen, die diese Situation ALLE kennen. Und jetzt darauf hinweisen, dass da was nicht stimmen kann. Denn vielen Männern fällts nicht auf.
tagesspiegel.de
„Für mich ist das nichts Neues“: Bayern-Profis klatschen alle Experten ab – außer der einzigen Frau, Tabea Kemme
Eine Szene geht viral, in der Bayerns Profis nur den männlichen Experten die Hand geben und die einzige Frau, Tabea Kemme, ignorieren. Nun bezieht diese Stellung und erklärt das strukturelle Problem d...
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