Thinking Allowed

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AI will be deeply disruptive to Higher Education

blog post image Paul LeBlanc and George Siemens are teaming up to explore how AI is going to change higher education. "LeBlanc transformed SNHU from 2500 students in 2003 to over 200,000 students in 20 years by using technology to switch delivery online." Siemens is one of the proposers of connectivism - a theory...

20 Years Later, the Y2K Bug Seems Like a Joke—Because Those Behind the Scenes Took It Seriously

Some of the fixes put in place in 1999 are still used today to keep the world’s computer systems running smoothly
Source: time.com

We're getting closer to OpenAI's first device

Sam Altman and Jony Ive have tapped Apple executive Tang Tan to build their new AI device.
Source: businessinsider.com

Educational Effectiveness of Telementoring as a Continuing Professional Development Intervention for Surgeons in Practice:

"Moderate-level evidence demonstrates the use of telementoring as effective in changing surgeons’ knowledge and competence in both educational and workplace-based settings. Its use is also associated with changes in patient outcomes."
Source: lww.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

Citations show gender bias — and the reasons are surprising

Homophily is the tendency for people to stick with similar people. Could this partly explain some of the gender bias in citations? "Women still tend to build more on women’s work, and men still tend to build on men’s work more." "Gender bias in paper citations is less common among younger scientists,...
Source: nature.com

Innovating Pedagogy 2023

blog post image 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

Machines may be better at assisting, not replacing us.

Journalist Kawandeep Virdee sees if he can be replaced by AI by writing some predictions for 2024. "I gave ChatGPT the last 13 years of Nieman Lab predictions ... [and asked it what I'd write about in 2024]" [ChatGPT suggested] Navigating the infodemic: Strategies for media in the era of misinformation...
Source: niemanlab.org

(We are not) using eHealth Data to Inform CPD for Medical Practitioners

"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

Development of a statistical analysis software for determining effectiveness of a comprehensive fall risk management protocol

"This quality improvement project resulted in the development of a computer application that allows clinicians and medical professionals to conduct data analysis in an in-clinic setting without the help of external statistical teams, and with minimal prior training in coding or mathematics."
Source: bmj.com

Coding excursions

blog post image 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...

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

Opinion: OpenAI's drama marks a new and scary era in artificial intelligence

Daron Acemoglu and Simon Johnson, professors at MIT, lend their insight to the recent drama at OpenAI. "Sam Altman’s dismissal and rapid reinstatement as CEO of OpenAI, the creator of ChatGPT, confirms that the future of AI is firmly in the hands of people focused on speed and profits, at the expense...
Source: latimes.com

These six questions will dictate the future of generative AI

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

Development and validation of Simulation Scenario Quality Instrument (SSQI)

A validated scale for measuring quality of simulation scenarios in medical education. "Background Due to the unmet need for valid instruments that evaluate critical components of simulation scenarios, this research aimed to develop and validate an instrument that measures the quality of healthcare...
Source: biomedcentral.com

Meta Trained Its New AI Image Generator on a Billion Of Your Facebook, Instagram Posts

Your cat photos, your friends’ selfies, and my desert landscapes are now a part of Imagine, whether we like it or not.
Source: extremetech.com

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

The first results from the world’s biggest basic income experiment

Money always helps, but for the very poor, one lump sum can last a long time.
Source: vox.com

Artificial intelligence for healthcare and medical education: a systematic review

"After searching and reading a large amount of literature, we were surprised to find that most of the literature related to “AI+medical/medical education” was of low quality... This suggests us to conduct new research or improve the quality of research related to AI and medical/medical education....
Source: nih.gov

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