Medical Education predictions for 2025
Some predictions for educational technology in healthcare in 2025. Mixed Reality (MR) The hardware for mixed / augmented / virtual reality is becoming more accessible and with it the opportunity for applications. There are many examples of educational technology businesses in this space - Osso...
The risks of automation of education
Unintended consequences such controlling the norms of behaviour and framing knowledge can be brought with automation ... and the problem is not a new one. "Although intended as an act of freedom, the self-instruction provided by an Automatic Teacher also habituated learners to the authoritative norms...
Markov blankets: can they help explain learning from a systems perspective?
Every now and then you find something, described a long time ago (in this case 1988), that could have helped you if only you'd known about it. In supporting pharma companies I have used several approaches to explaining why learning is complex, non-linear, and how we should look at it from a systems perspective....
"Understanding by Design" session at the 17th European CME Forum
We are proud to be presenting a workshop at the 'Core Competencies in CME/CPD' session in the forthcoming 17th European CME Forum in Madrid. This approach to instructional design is one that we champion at Outcomes Engine when our tools are used or when we advise teams on how to develop their learning...
What would my peers say?
"We're all used to giving our opinion with a Likert-type scale - choices from strongly disagree to strongly agree - but what if we were instead asked to predict what the overall score would be from our peers? Would using a prediction method be better than an opinion method?" From my LinkedIn article.
Source: linkedin.com
Predicting students’ academic progress and related attributes in first-year medical students: an analysis with artificial
"Background Dropout and poor academic performance are persistent problems in medical schools in emerging economies. Identifying at-risk students early and knowing the factors that contribute to their success would be useful for designing educational interventions. Educational Data Mining (EDM) methods...
Source: biomedcentral.com
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
What (else) happened? A key question for learning programmes.
Good paper from 2013 on the need to go beyond just asking 'did our programme work?' "It is clear that programme evaluations using traditional ‘outcomes-based’ models are inadequate for the health professions context. Consequently, the scholarship in health professions education has begun to incorporate...
Source: wiley.com
How the Post Office's Horizon system failed: a technical breakdown
"From bugs to unqualified staff, the Post Office's point-of-sale system was inadequate on many levels." The code was poor from the start and the small team of developers were not up to the job. However, the problems were apparent in 1999 before it was launched. Includes a discussion of the Dalmellington...
Source: theguardian.com
Assessing learners - a mindset for the era of generative AI.
ChatGPT assignments to use in your classroom today. "Teachers and faculty everywhere first need to adopt a mindset that acknowledges the availability of AI and the likelihood that students will use it. As a result, we need to adjust our expectations of students. With online tests, maybe we should stop...
Source: ucf.edu
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
Elevated genetic risk for multiple sclerosis emerged in steppe pastoralist populations
"The last 10,000 years have seen some of the most extreme global changes in lifestyle, with the emergence of farming in some regions and pastoralism in others. While 5,000 years ago farmer ancestry predominated across Europe, a relatively diverged genetic ancestry arrived with the steppe migrations around...
Source: nature.com
I’ve Researched Time for 15 Years—Here’s How My Perception of It Has Changed
Why does time slow down in near-death situations? Does time really pass more quickly as you get older? How do our brains process time?
Source: singularityhub.com
Tetris defeated?
34 years later, a 13-year-old hits the NES Tetris “kill screen” says ArsTechnica. "BlueScuti forces the game to crash after 40 minutes and 1,511 lines." Having tried to play the game I can appreciate how difficult - and what an outstanding feat - this has been to basically break the game.
Source: arstechnica.com
Apple’s iPhone Design Chief Enlisted by Jony Ive, Sam Altman to Work on AI Devices
Legendary designer Jony Ive and OpenAI’s Sam Altman are enlisting an Apple Inc. veteran to work on a new artificial intelligence hardware project, aiming to create devices with the latest capabilities.
Source: bloomberg.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
2023: A year of groundbreaking advances in AI and computing
"This has been a year of incredible progress in the field of Artificial Intelligence (AI) research and its practical applications." A review of 2023 posted by Jeff Dean, Chief Scientist, Google DeepMind & Google Research, Demis Hassabis, CEO, Google DeepMind, and James Manyika, SVP, Google Research,...
Source: research.google
Innovating Pedagogy 2023
Looking for something innovative to try in 2024? MedEd professionals would benefit by looking through these ideas first. Open University's, Institute of Educational Technology's latest innovating pedagogy report from August 2023. This is the 11th annual report on emerging technologies in education...
Source: open.ac.uk
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