A checklist for reporting, reading and evaluating Artificial Intelligence Technology Enhanced Learning (AITEL) research
"This paper proposes a checklist for reporting on AI systems, and covers the initial protocols and scoping, modelling and code, algorithm design, training data, testing and validation, usage, comparisons, real-world requirements, results and limitations, and ethical considerations. The aim is to have...
Source: tandfonline.com
The Vulnerable World Hypothesis
"This paper introduces the concept of a vulnerable world: roughly, one in which there is some level of technological development at which civilization almost certainly gets devastated by default, i.e. unless it has exited the ‘semi-anarchic default condition’. Several counterfactual historical and...
Source: doi.org
Ice Halos over Bavaria
"For suspended water to freeze into an ice fog requires quite cold temperatures, and indeed the air temperature on this day was measured at well below zero. The ice fog reflected light from the Sun setting behind St. Coleman Church."
Source: nasa.gov
Coding excursions
Anonymity with encryption At Outcomes Engine we are working on techniques to gather data from learners, analyse the data, and share the data whilst maintaining anonymity. I was involved in some work in my previous company (pharmaceutical) with the security of personal data - in our case it was data...
Coaching for Clinician Educators
Branzetti, Jeremy. Love, Linda M.. Schulte, Elaine E. Journal of Graduate Medical Education. Clinician educators (CEs) face manifold challenges, such as teaching under increasing clinical productivity pressures, satisfying evolving accreditation requirements, and combatting trainee and faculty burnout....
Source: allenpress.com
Spem in alium nunquam habui (Hope in any other, never did I have)
This piece of music is probably like nothing you have ever heard. Maybe because it is nearly 500 years old it feels like it is from another world. Maybe because it is written for eight choirs with five voices each the forty parts it's so complex you'd be pressed even to hum some of the tune afterwards....
Source: wikipedia.org
Landmark EU General Court Google Android decision signals tougher antitrust enforcement
Google's biggest legal loss to date with a fine of € 4.125 billion - for how it exclusively bundled Google Search and other advertising into Android phones. Encouraging competition and innovation in markets requires determined work by regulators. "On 14 September, the General Court of the European...
Source: hausfeld.com
IT tools and gadgets
I really enjoy finding tools that just do the job and don't try to profit from you or your data. Here are some of the ones that I find useful. Send a large file or lots of files Transfer files up to 6GB in size. No registration required. No ads. Links expire. FileTransfer.io ... https://filetransfer.io/...
Major U.K. science funder to require grantees to make papers immediately free to all
New policy brings UKRI-funded research in line with European open-access push
Source: sciencemag.org
International dual and joint degrees to get green light
"India is set to greenlight dual and joint degrees awarded by Indian universities with international partners as part of its internationalisation plan being pushed through forcefully since its inclusion last year in the National Education Policy (NEP), a blueprint for the next decade." These dual and...
Source: universityworldnews.com
Rashomon approach to medical education.
"The Rashomon approach was named after the 1950 film, Rashomon. In this film, a single event, a homicide is described from the different perspectives of the characters. In the Rashomon approach, teachers, like film directors, need to fully understand the big pictures so that they can engage characters = students...
Source: biomedcentral.com
Dreadful user experience can be expensive.
"Citibank just got a $500 million lesson in the importance of UI design: Citibank was trying to make $7.8M in interest payments. It sent $900M instead." The screenshot is from court records where the judge ruled against Citibank who had wanted to get their money back. The lesson is to always include...
Source: arstechnica.com
Australian news app beats Facebook in App Store
"Take that Facebook. A homegrown app from Australia Broadcasting Company (ABC) topped iOS download charts in Australia, outpacing Facebook. That's important for one big reason: Facebook just banned news from appearing on Australian newsfeeds in response to a law that would require the social giant...
Source: mashable.com
Preventing critical failure
Can routinely collected data be repurposed to predict avoidable patient harm? A quantitative descriptive study Objectives To determine whether sharing of routinely collected health service performance data could have predicted a critical safety failure at an Australian maternity service. Design Observational...
Source: bmj.com
Increasing Students Critical Thinking Skills and Learning Motivation Using Inquiry Mind Map
These researchers from Indonesia explore the use of inquiry-based models in encouraging critical thinking in medical students. "Critical thinking skills are very important to have for students given the rapid distribution of information. To promote the critical thinking skills of the student, it could...
Source: online-journals.org
Phrase of the day: Scaling Kubernetes to 7,500 Nodes
Scaling Kubernetes to 7,500 Nodes: We've scaled Kubernetes clusters to 7,500 nodes, producing a scalable infrastructure for large models like GPT-3, CLIP, and DALL·E, but also for rapid small-scale iterative research such as Scaling Laws for Neural Language Models. Scaling a single Kubernetes cluster...
Source: openai.com
Current themes and challenges facing HPE accreditation in the 21st century
A supplement in BMC Medical Education on Health Professional Education accreditation from the community of practice The International Health Professions Accreditation Outcomes Consortium (IFPAOC) - which was founded in 2012. This supplement focuses on graduate and residency programmes but it also addresses...
Source: biomedcentral.com
Augmented reality could be the geology classroom
Augmented reality could be the geology classroom’s killer app
"Geology is a very spatial science and can require a lot of 3-D visualization. Simple physical models (not to mention rocks) have long been used to aid teaching about things like faults or crystalline mineral structure. But these things...
Source: arstechnica.com
How novice and expert anaesthetists understand expertise in anaesthesia: a qualitative study: The development of expertise
How novice and expert anaesthetists understand expertise in anaesthesia: a qualitative study: The development of expertise in anaesthesia requires personal contact between a mentor and a learner. Because mentors often are experienced clinicians, they may find it difficult to understand the challenges...
Source: biomedcentral.com
Twitter Sentiment Analysis Approaches: A Survey
Twitter is one of the most popular microblogging and social networking platforms where massive instant messages (i.e. tweets) are posted every day. Twitter sentiment analysis tackles the problem of analyzing users’ tweets in terms of thoughts, interests and opinions in a variety of contexts and domains....
Source: online-journals.org
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