for - semantic fingerprint - semantic space - semantic folding - cortical.io

for - semantic fingerprint bitmap - tracing bitmap to training dataset

for - semantic folding - semantic fingerprint - cortical.io - numenta - sparse coding - Francisco Webber - symmathesetic fingerprint

summary - In this informative interview, Francisco Webber, a principal cofounder of Cortical.io, discusses how the company's core technology, semantic folding and semantic fingerprints of words is unique and differs from the usual AI large language models. - Cortical I/O's approach is a biomimicry approach that is based on representing words in the way that brain operates. - It employs a word-to-geometry mapping implemented using Numenta's sparse coding technique. - This approach allows Cortical to train using very small training data sets of 100 gigabytes of data, which takes a few hours to train - many orders of magnitudes smaller than normal AI training data sets.

for - example - semantic fingerprint bitmap - adjacency - semantic fingerprint bitmap - semantic folding - symmathesetic fingerprint - symmathesetic folding - Indyweb - adjacency - indranet - salience mismatch

example - semantic fingerprint bitmap - 100 x 100 square - 200 dots in the bitmap - sparse coding - function that renders words in the bitmap such that - words that are similar render in two similar bitmaps

adjacency - between - semantic fingerprint - semantic folding - symmathesetic fingerprint - symmathesetic folding - Indyweb - Indranet - adjacency - salience mismatch - adjacency relationship - This word-to-geometry mapping is the key idea and can also be employed within Indyweb to represent the concept of word/idea adjacency unique to the meaningverse of each language user - While Cortical develops dictionaries for specific domains, within Indyweb, we can go even more granular, and develop dictionaries for each indyvidual!

definition - indyvidual dictionary - In Indyweb, an indyvidual's dicitionary can be calculated by employing a word meaning-to-geometry bitmap to determine the adjacencies salient to any word - This can be used to reduce salience mismatch (misunderstanding) that is inherent in any human symbolic communication

for - Indyweb - connecting the multimeaningverse - multimeaningverse - lebenswelt - perspectival knowing - quote - Mark Knopfler - Brothers in Arms - private inner world / public outer world - self other gestalt - adjacency - Brothers in Arms - We have just one world but live in different ones - perspectival knowing - self other gestalt - lebenswelt - semantic fingerprint - salience mismatch - Indyweb - Deep Humanity salience landscape - John Vervaeke

quote - Mark Knopfler - Brothers in Arms - (See quote below)

• There's so many different worlds
• So many different suns
• And we have just one world
• But we live in different ones

adjacency - between - Brothers in Arms - We have just one world but live in different ones - - perspectival knowing - self other gestalt - lebenswelt - semantic fingerprint - salience mismatch - Indyweb - John Vervaeke - salience landscape - Deep Humanity - meaningverse - multimeaningverse - adjacency relationship - This verse is so beautiful in summarizing the human condition - We each have our own unique lifeworld, what Edmund Husserl called "Lebenswelt" - https://jonudell.info/h/facet/?max=100&expanded=true&user=stopresetgo&exactTagSearch=true&any=lebenswelt - The self / other gestalt has its two poles, each belonging to two complimentary worlds: - The self has a private inner space only accessible to the individual organism - At the same time, the individual self phenomenologically experiences other living organisms, both of the same and different species - Different individual organisms can share a common public space, which for humans is navigated using the instrument of language - Deep Humanity defines the words - "meaningverse" - the individuals world of meaning - "multi-meaningverse" - the shared meaning of many individuals converging their respective individual meaningverses together - The song employs these verses to articulate the complimentary and sometimes contradictory-appearing worlds of the private-inner ad the public-outer - The semantic fingerprint of each word in an individual's vocabulary is unique to that individual as a function of - varying enculturation and social conditioning - https://jonudell.info/h/facet/?max=100&expanded=true&user=stopresetgo&exactTagSearch=true&any=semantic+fingerprint - and all these different perspectives - something cognitive scientist John Vervaeke calls "perspectival knowing" - https://jonudell.info/h/facet/?max=100&expanded=true&user=stopresetgo&exactTagSearch=true&any=John+Vervaeke - https://jonudell.info/h/facet/?max=100&expanded=true&user=stopresetgo&exactTagSearch=true&any=perspectival+knowing - can lead to what we call in Indyweb / Deep Humanity terminology "salience mismatch" (ie. misunderstanding) - derived from John Vervaeke's popularization of the term "salience landscape" - https://jonudell.info/h/facet/?max=100&expanded=true&user=stopresetgo&exactTagSearch=true&any=salience+landscape - War, hatred, crime and violence are all extreme forms of othering which emerge when we fail to understand the nature of the self/other and individual/collective gestalt

for - semantic folding - semantic fingerprint - natural language processing - NLP - cortical.io - Numenta