Visual 5 Then and now! What was clinical decision making like in the pre AI LLM era just few years back and now?

What was clinical decision making like in the pre AI LLM era just few years back?

Video demo of our patient centered, clinical decision making lab: 

Recent re-upload:

https://youtu.be/ZKoljY2UBHI?si=UYUfpTD7JGOgoQhA

Original upload:

https://youtu.be/xvE5b8Xk3vM?si=dqDlPQgA_EP2L7zT

Video demo of a single patient's decision making: 

https://youtu.be/csF8VQbOYRo?si=mlbHXIyD5A-29uqf

What is it like now?

Hands on demonstration of human clinical decision making with AI in the loop:

Explaining the user interface for clinical decision making with AI in the loop:

Image above: Current AI driven clinical decision making workflow as well as user interface and medical cognition engine.

Rhetoric : The above interface has essentially evolved from a felt need toward dimensionality reduction leading to what is aka academic flatlands that hides multiple hidden layers, which can pose issues with explainability at a machine level. 

Image CC licence: https://commons.m.wikimedia.org/wiki/File:Rock_Shelter_8,_Bhimbetka_02.jpg#mw-jump-to-license

Rhetoric: Human animals invented AI beginning with asynchronous intelligence through their ability to use cave painting tech to convert multidimensional real life data into two dimensional data in an xy axis cave wall that later evolved to paper and electronic media so that they could eventually manage their lives better as artistic modelling was easier in a two dimensional virtual plane than a multi dimensional real plane!

Let's look at where we have come all the way from primordial AI (aka asynchronous intelligence) to modern AI that models primordial AI to produce some currently interesting results particularly if the data capture is asynchronously hyperlocal.

Unquote: https://userdrivenhealthcare.blogspot.com/2025/08/udlco-crh-reducing-multidimensional.html?m=1