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AI stethoscope could detect heart conditions in seconds
AI stethoscope could detect heart conditions in seconds

Stethoscopes powered by artificial intelligence (AI) could help detect three different heart conditions in seconds, researchers say.

The original stethoscope, invented in 1816, allows doctors to listen to the internal sounds of a patient's body.

A British team conducted a study using a modern version and say they found it can spot heart failure, heart valve disease and abnormal heart rhythms almost instantly.

The tool could be a "real game-changer" resulting in patients being treated sooner, the researchers say - with plans to roll the device out across the UK following a study involving 205 GP surgeries in west and north-west London.

AI in healthcare: what are the risks for the NHS? The device replaces the traditional chest piece with a device around the size of a playing card. It uses a microphone to analyse subtle differences in heartbeat and blood flow that the human ear cannot detect.

It takes an ECG (electrocardiogram), recording electrical signals from the heart, and sends the information to the cloud to be analysed by AI trained on data from tens of thousands of patients.

The study by Imperial College London and Imperial College Healthcare NHS Trust saw more than 12,000 patients from 96 surgeries examined with AI stethoscopes manufactured by US firm Eko Health. They were then compared to patients from 109 GP surgeries where the technology was not used.

Those with heart failure were 2.33 times more likely to have it detected within 12 months when examined with the AI stethoscope, researchers said.

Stethoscopes powered by artificial intelligence (AI) could help detect three different heart conditions in seconds, researchers say.The original stethoscope, invented in 1816, allows doctors to listen to the internal sounds of a patient's body.A British team conducted a study using a modern version and say they found it can spot heart failure, heart valve disease and abnormal heart rhythms almost instantly.The tool could be a "real game-changer" resulting in patients being treated sooner, the researchers say - with plans to roll the device out across the UK following a study involving 205 GP surgeries in west and north-west London.AI in healthcare: what are the risks for the NHS?The device replaces the traditional chest piece with a device around the size of a playing card. It uses a microphone to analyse subtle differences in heartbeat and blood flow that the human ear cannot detect.It takes an ECG (electrocardiogram), recording electrical signals from the heart, and sends the information to the cloud to be analysed by AI trained on data from tens of thousands of patients.The study by Imperial College London and Imperial College Healthcare NHS Trust saw more than 12,000 patients from 96 surgeries examined with AI stethoscopes manufactured by US firm Eko Health. They were then compared to patients from 109 GP surgeries where the technology was not used.Those with heart failure were 2.33 times more likely to have it detected within 12 months when examined with the AI stethoscope, researchers said.
·bbc.com·
AI stethoscope could detect heart conditions in seconds
2-hour AI private schools are scaling, from North Carolina to Puerto Rico
2-hour AI private schools are scaling, from North Carolina to Puerto Rico

With tuition starting at $40,000, Alpha Schools is riding the parental school choice movement while embracing the technology that will shape kids' futures — a challenge public schools are grappling with.

How it works: In Alpha Schools, students spend no more than two hours on core academics, then devote the rest of the day to developing life skills.

AI models generate personalized learning plans for students, who then learn on third-party apps like Synthesis Tutor and Math Academy, as well as Alpha Schools' own programs. Each subject is taught in 25-minute sessions, with short breaks in between. Founder MacKenzie Price tells Axios that, unlike traditional schooling, Alpha Schools can ensure students master concepts before new material is introduced. What they're saying: "If a kid comes to us and is behind, we're able to help catch them up," Price says. "If a kid comes to us who's been bored in traditional school because they're more advanced, they're able to really take the ceiling off."

Afternoon skills workshops, such as a team bike race or running a lemonade stand, are designed to teach practical skills like financial literacy and public speaking. Instead of teachers, the schools employ "guides," who start at $100,000 a year. They don't create lesson plans or lectures. Think of them more like coaches, who work to motivate students and come from a range of backgrounds, from tech to law.

With tuition starting at $40,000, Alpha Schools is riding the parental school choice movement while embracing the technology that will shape kids' futures — a challenge public schools are grappling with.How it works: In Alpha Schools, students spend no more than two hours on core academics, then devote the rest of the day to developing life skills.AI models generate personalized learning plans for students, who then learn on third-party apps like Synthesis Tutor and Math Academy, as well as Alpha Schools' own programs. Each subject is taught in 25-minute sessions, with short breaks in between.Founder MacKenzie Price tells Axios that, unlike traditional schooling, Alpha Schools can ensure students master concepts before new material is introduced.What they're saying: "If a kid comes to us and is behind, we're able to help catch them up," Price says. "If a kid comes to us who's been bored in traditional school because they're more advanced, they're able to really take the ceiling off."Afternoon skills workshops, such as a team bike race or running a lemonade stand, are designed to teach practical skills like financial literacy and public speaking.Instead of teachers, the schools employ "guides," who start at $100,000 a year. They don't create lesson plans or lectures. Think of them more like coaches, who work to motivate students and come from a range of backgrounds, from tech to law.
·axios.com·
2-hour AI private schools are scaling, from North Carolina to Puerto Rico
Apertus: A fully open, transparent, multilingual language model
Apertus: A fully open, transparent, multilingual language model
As a fully open language model, Apertus allows researchers, professionals and enthusiasts to build upon the model and adapt it to their specific needs, as well as to inspect any part of the training process. This distinguishes Apertus from models that make only selected components accessible.
As a fully open language model, Apertus allows researchers, professionals and enthusiasts to build upon the model and adapt it to their specific needs, as well as to inspect any part of the training process. This distinguishes Apertus from models that make only selected components accessible.
·swisscom.ch·
Apertus: A fully open, transparent, multilingual language model
85% of College Students Report AI Use - Slashdot
85% of College Students Report AI Use - Slashdot
College students have integrated generative AI into their academic routines at an unprecedented scale as 85% report usage for coursework in the past year, according to new Inside Higher Ed survey data. The majority employ AI tools for brainstorming ideas, seeking tutoring assistance, and exam preparation rather than wholesale academic outsourcing. Only 25% admitted using AI to complete assignments entirely, while 19% generated full essays. Students overwhelmingly reject institutional policing approaches, with 53% favoring education on ethical AI use over detection software deployment.
·news.slashdot.org·
85% of College Students Report AI Use - Slashdot
AI can't stop the sprint to adopt hot tech without security
AI can't stop the sprint to adopt hot tech without security
Cisco’s Talos security research team has found over 1,100 Ollama servers exposed to the public internet, where miscreants can use them to do nasty things.
·theregister.com·
AI can't stop the sprint to adopt hot tech without security
MIT researchers develop AI tool to improve flu vaccine strain selection
MIT researchers develop AI tool to improve flu vaccine strain selection

VaxSeer, an AI system that predicts dominant influenza strains and recommends vaccine compositions months in advance. The open-access study detailing the tool appears in Nature Medicine. In a 10-year retrospective analysis, VaxSeer’s picks outperformed the World Health Organization’s selections in nine of ten A/H3N2 seasons and matched or beat them in six of ten A/H1N1 seasons. Its predicted coverage scores also aligned with vaccine effectiveness data from the CDC, Canada’s Sentinel network, and Europe’s I-MOVE program.

·news.mit.edu·
MIT researchers develop AI tool to improve flu vaccine strain selection
Taco Bell Rethinks Future of Voice AI at the Drive-Through
Taco Bell Rethinks Future of Voice AI at the Drive-Through
Three years into the generative AI boom, fast-food drive-throughs remain stubbornly difficult for automation. Taco Bell’s rethink echoes McDonald’s scrapping an IBM pilot and Wendy’s cautious expansion with Google, underscoring industry-wide operational uncertainty.
·wsj.com·
Taco Bell Rethinks Future of Voice AI at the Drive-Through
AI and Higher Ed: An Impending Collapse (opinion)
AI and Higher Ed: An Impending Collapse (opinion)

Herein lies the trap. If students learn how to use AI to complete assignments and faculty use AI to design courses, assignments, and grade student work, then what is the value of higher education? How long until people dismiss the degree as an absurdly overpriced piece of paper? How long until that trickles down and influences our economic and cultural output? Simply put, can we afford a scenario where students pretend to learn and we pretend to teach them?

·insidehighered.com·
AI and Higher Ed: An Impending Collapse (opinion)
What Happened the Year I Banned AI
What Happened the Year I Banned AI
The first and most important move I made was providing every student with a 50-cent composition notebook that I sourced over multiple trips to office supply stores across the greater Dallas–Fort Worth area. Every day, my students and I engaged with our learning by writing in our notebooks. We reflected, brainstormed, and drafted everything by hand, which I learned through research has benefits I hadn’t previously considered.
The first and most important move I made was providing every student with a 50-cent composition notebook that I sourced over multiple trips to office supply stores across the greater Dallas–Fort Worth area. Every day, my students and I engaged with our learning by writing in our notebooks. We reflected, brainstormed, and drafted everything by hand, which I learned through research has benefits I hadn’t previously considered.
·edutopia.org·
What Happened the Year I Banned AI
Blue Books Reimagined
Blue Books Reimagined
Claire used blue books as a form of in-class journaling, reflection, and process-based practice writing. At the start of the semester, she distributed fresh blue books to her classes with an introductory prompt based on the learning outcomes of the class as a way to create a baseline for students’ writing, both to get to know the students as well as to learn more about their handwriting, thought process, and timed writing ability. Claire would then collect the books at the end of class. As the semester progressed, she would slowly increase the amount of writing. The prompts ranged from reading-based responses to creative musings to self-reflections. Scaffolding assignments, like annotated bibliographies, practice theses, short “they say/I say” essays, six sentence arguments, outlines, and free writing were conducted in class using blue books alongside creative poems, music video storyboarding, short story writing, and post-unit reflections based on the Taxonomy of Reflection. She then asked students to engage in the think-pair-share model where they would discuss their blue book answers with a partner, then either share out to the whole class or build upon incrementally larger sharing groups until the whole class had rejoined to discuss their ideas.
·theimportantwork.substack.com·
Blue Books Reimagined