The future of AI/KR

in compiling a bibliography of KR text,  I find that textbooks are old -
ten, twenty thirty years old or more
Newer stuff tends to be highly specialised topics in KR , with little or no
perspective on the bigger trends
I d be grateful if someone could share their annotated bibliography on KR
textbooks (
Here is the future in a nutshell


As a shared note, essential reading the latest research which is
impacting  KR and AI
read al the topics linked on the article pages

https://pubmed.ncbi.nlm.nih.gov/28551107/

chemas are superordinate knowledge structures that reflect abstracted
commonalities across multiple experiences, exerting powerful influences
over how events are perceived, interpreted, and remembered. Activated
schema templates modulate early perceptual processing, as they get
populated with specific informational instances (schema instantiation).
Instantiated schemas, in turn, can enhance or distort mnemonic processing
from the outset (at encoding), impact offline memory transformation and
accelerate neocortical integration.

https://pubmed.ncbi.nlm.nih.gov/34375423/

Prior knowledge, such as schemas or semantic categories, influences our
interpretation of stimulus information. For this to transpire, prior
knowledge must first be reinstated and then instantiated by being applied
to incoming stimuli. Previous neuropsychological models implicate the
ventromedial prefrontal cortex (vmPFC) in mediating these functions for
schemas and the anterior/lateral temporal lobes and related structures for
categories. vmPFC, however, may also affect processing of semantic category
information.

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