- learn about the conceptual framework Hodges' model. A tool that can help integrate HEALTH and SOCIAL CARE, INFORMATICS and EDUCATION. The model is situated, facilitates person-centredness, integrated - holistic care and reflective practice. A new site using Drupal is an ongoing aim - the creation of a reflective workbench. Email: h2cmng @ yahoo.co.uk Welcome

Saturday, January 25, 2020

h2cm = 'GI - General Intelligence'?


"In 1990 a paper curiously- titled "Elephants don't play chess", published by Australian roboticist Rodney Brooks, ushered in the idea that artificial intelligence could become smarter by learning as the human brain does. Building simple connections that gradually become more complex could help AI emulate the way we think."


"AGI [artificial general intelligence] is a really tough problem, making something that is as flexible and efficient across a wide range of domains as a mammalian brain is a tough challenge.."


"In a new paper published in Nature yesterday, DeepMind unveiled how an area of AI , known as reinforcement learning, has shed new light on the way the brain learns. ... At the heart of the paper is a new idea of how dopamine works. Known as the "motivation molecule" or "surprise signal", dopamine has come to be of significant interest." Chowdhury, 2020.

AI or G(A)I ? Specific and General ...
... depending on the situation ...

individual
|
INTERPERSONAL : SCIENCES
humanistic ----------------------------------------------- mechanistic
SOCIOLOGY : POLITICAL
|
group - population

cognitive
decision making

intellect
motivation

learning
science
neuroscience

dopamine

data  information




Brooks, Rodney (1990), "Elephants Don't Play Chess" (PDF), Robotics and Autonomous Systems, 6 (1–2): 3–15, CiteSeerX 10.1.1.588.7539, doi:10.1016/S0921-8890(05)80025-9

Dabney, W., Kurth-Nelson, Z., Uchida, N. et al. A distributional code for value in dopamine-based reinforcement learning. Nature (2020). https://doi.org/10.1038/s41586-019-1924-6

My source:
Chowdhury, H. Why scientists just had a brainwave in quest for artificial intelligence, Business, The Daily Telegraph, 16 January, 2020, p.5.