"AI use cases are not nearly valuable enough to justify the epic expense of training and maintaining the models. Student essays, boilerplate code and SEO pap are not going to cut it. Either specialist models must be trained or generic models must be retrained with codified expertise if they are to...
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...
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...
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....
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
"We will learn that the less something looks like what we have now, the better chance it has of being the thing on the other side of death."
Source: niemanlab.org
Artificial intelligence is very good at finding patterns. Given enough data it will start making telling you what's going to happen. "The AI can make highly accurate predictions about people’s lives, including how likely they are to die in a given time window and their personality traits." ... ...
Source: singularityhub.com
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
"There is no formal or well-established correlation between individual performance data obtained through eHealth data analysis and CPD planning and programming for medical practitioners; in particular, the literature shows no consistency in type of eHealth data to analyze, software and tools to use,...
Source: nih.gov
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...
Generative AI took the world by storm in 2023. Its future—and ours—will be shaped by what we do next. TL;DR 1. Will we ever mitigate the bias problem? (Probably) 2. How will AI change the way we apply copyright? (A lot) 3. How will it change our jobs? (Maybe not as much as feared but things will...
Source: technologyreview.com
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
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
The power of a reflective journal! I think I know myself better but I'm not sure if it has made me any better. It definitely helps to remember who you've met and what has been said.
Source: linkedin.com
Please suggest some technology that might help ... but remind me who you are first. What do you use to keep track of everyone that you work with, live near, party with, study with, or just share time with? Mere humans can only maintain about 150 close relationships (Dunbar's number) so just wondering...
Source: wikipedia.org
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
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
"Soaring petrol prices could speed up the transition to electric much faster than expected." Could electric motorbikes become a thing in the UK? Not so much in hilly Cornwall perhaps but cities maybe. The smaller size of a motorbike battery lends itself to being swappable.
Source: bbc.com
We conduct a genome-wide association study (GWAS) of educational attainment (EA) in a sample of ~3 million individuals and identify 3,952 approximately uncorrelated genome-wide-significant single-nucleotide polymorphisms (SNPs). A genome-wide polygenic predictor, or polygenic index (PGI), explains 12–16%...
Source: nature.com
Biopharma in 2020 has shown what it can achieve when it works at its best. How can the industry build on this renewed sense of purpose in the years ahead? McKinsey biopharma 2020 3 Overarching trends Operating under a spotlight - expectation of innovationNavigating protracted economic uncertainty -...
Source: mckinsey.com