Integrating basic sciences into clerkship rotation utilizing Kern’s six-step model of instructional design: lessons learned
Worked example of curriculum design using Kern's six-step approach. "Background It is generally agreed that basic and clinical sciences should be integrated throughout the undergraduate medical education, however, there is still need for continued formal integration of basic sciences into clinical...
Source: biomedcentral.com
OpenAI announces first partnership with a university
"Starting in February, Arizona State University will have full access to OpenAI's ChatGPT Enterprise." "With the OpenAI partnership, ASU plans to build a personalized AI tutor for students, not only for certain courses, but also for study topics. STEM subjects are a focus and are “the make-or-break...
Source: cnbc.com
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
Discovery of a structural class of antibiotics with explainable deep learning.
One of the challenges with deep learning (neural networks) is that although they find patterns the reasoning disappears into an endless detail of numbers. In this paper the researchers built an 'explainable' AI to discover antibiotics instead of such a 'black box'. "The discovery of novel structural...
Source: nature.com
The Biggest Discoveries in Computer Science in 2023
"Artificial intelligence learned how to generate text and art better than ever before, while computer scientists developed algorithms that solved long-standing problems." Links to further papers and discussion on topics including: Tackling "P versus NP" Emergent behaviours in large language models...
Source: quantamagazine.org
AI can tell which chateau Bordeaux wines come from with 100% accuracy
A machine-learning algorithm was able to tell which estate 80 Bordeaux red wines came from with 100 per cent accuracy by assessing their chemical signatures
Source: newscientist.com
A systematic review of insight and reflection in post graduate medical education
Great literature synthesis on reflection. "We present a novel description of a hierarchy from discrete episodes of reflection, to cyclic processes that involve reflection, through to a state in which the practitioner is reflective. There is no unified understanding of how an individual ascends this...
Source: wiley.com
Embracing Authenticity: Why Non-Algorithmic Social Media Platforms Are More Social Than Instagram, Tumblr, or Threads
The fallacy shared both by social media services and educational services is one of trying to engineer the perfect mix of content for their clients. What we find, I think, in both education and online media is that authentic content - that is, content based in a person's actual life and relations with...
Source: downes.ca
Search algorithm reveals nearly 200 new kinds of CRISPR systems Allessandra DiCorato | Broad Institute.
A new search algorithm has identified 188 kinds of new CRISPR systems in bacterial genomes. The systems have a range of functions and could enable gene editing, diagnostics, and more.
Source: mit.edu
The International Code of Medical Ethics of the World Medical Association Ramin Walter Parsa-Parsi. JAMA.
"One of the central missions of the World Medical Association (WMA) in its role as the global organization of physicians is to ensure the highest possible standard of ethical practice of the medical profession. Since its establishment in 1947 in the aftermath of one of the most egregious breaches of...
Source: jamanetwork.com
The man filling the City with working-class stars
A recruitment firm has launched an algorithm that weeds out privileged, mediocre people, and identifies talent from disadvantaged backgrounds
Source: positive.news
The UK’s (new) Bill of Rights
An authoritarian resistance to scrutiny. Very un-British.
“it is becoming abundantly clear that the true objective underpinning this Bill (and the Government’s wider project) concerns not the so-called restoration of parliamentary sovereignty or the strengthening of democracy, but the entrenchment...
Source: publiclawforeveryone.com
New WHO Global Air Quality Guidelines aim to save millions of lives from air pollution
"Air pollution is one of the biggest environmental threats to human health, alongside climate change. New guidelines provide clear evidence of the damage air pollution inflicts on human health, at even lower concentrations than previously understood." "Global assessments of ambient air pollution alone...
Source: who.int
Development and validation of teacher and student questionnaires measuring inhibitors of curriculum viability - BMC Medical
Background Curriculum viability is determined by the degree to which quality standards have or have not been met, and by the inhibitors that affect attainment of those standards. The literature reports many ways to evaluate whether a curriculum reaches its quality standards, but less attention is paid...
Source: biomedcentral.com
OpenAI's Codex Translates Everyday Language Into Computer Code
The company believes its Codex machine learning algorithm is the next step in programming—a sidekick for coders to speed up the work and ease the drudgery.
Source: singularityhub.com
Can Money Buy Happiness? A Review of New Data
Everyone knows the adage “money can’t buy happiness,” although few of us seem to believe it.
The best-known theory on this topic is that money actually can buy happiness, but only up to a point. This comes from a study by two Nobel Laureates, Daniel Kahneman and Angus Deaton (2010), which found...
Source: givingwhatwecan.org
What happened when a 'wildly irrational' algorithm made crucial healthcare decisions
Advocates say having computer programs decide how much help vulnerable people can get is often arbitrary - and in some cases downright cruel
Source: theguardian.com
Human remains from Mary Rose show diversity of Tudor crew
A team of researchers with Cardiff University, the Mary Rose Trust, HM Naval Base and the British Geological Survey's National Environmental Isotope Facility has found evidence of racial diversity among the crew of the Mary Rose—a warship from the time of King Henry the VIII. In their paper published...
Source: phys.org
Heisenberg on Helgoland - the value of spending time in natural surroundings
"It was finally time to use his strange calculus to calculate the energy of a real physical system. As his excitement mounted he kept on making mistakes and correcting them, but finally he had it. When he looked at it he was struck with joy and astonishment. Out of the dance of calculations emerged an...
Source: fieldofscience.com
Using GPT-2 to generate Tweets
Last summer I blogged about using a Deep Neural Network to generate tweets but only used 3200 of my tweets. Since then I've used Twitter's archive mechanism to retrieve ALL my tweets (just over 30,000) to train a network. Not any old network - the GPT-2 model from OpenAI. This 'finetuning' of an existing...
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