Computing and the Linguistic Turn
Symbolic analysis and statistical analysis were both approaches codebreakers took in breaking Enigma.
The development of AI has also incorporated both approaches.
One historical question for AI is why the dominance of Symbolic AI from 1950 to 1990?
Note the development of AI out of the Dartmouth Workshop and especially the contributions of one of its attendees, Ray Solomonoff, to the statistical approach, an approach taken up by Marcus Hutter, a DeepMind employee.
Overview
History of Computing (Medium, Mazhar Hassan )
Historical Development of Computing Devices (CSULB)
Analytic Philosophy ~ The Linguistic Turn (Oxford, Timothy Williamson)
Symbolic AI (Deep Code AI, Frank Fisher)
Symbolic AI History (Wikipeida)
Symbolic AI and Statistical AI (ANU, Yoshihiro Maruyama)
Linguistics
Philosophy of Linguistics (Stanford)
Linguistic Turn
Linguistic Turn (Institute of Historical Research)
As Related to Analytic Philosophy
Philosophy of Language (Internet Encyclopedia of Philosophy)
The Linguist Turn from Idealism (MIT)
Analytic Philosophy and Computing
LLM and Inferentialism (arxiv)
Techne and Programming as Analytic Philosophy (TEGG)
Computing is Applied Analytic Philosophy (Y Combinator)
Philosophers, Mathematicians, and Computer Scientists
Frege
Frege: Philosophy of Language (Wikipedia)
Russell
Wittgenstein
Hayek
Whorf
Von Neumann
Harris
Austin
Turing
Lambek
Chomsky
Rorty
Hinton
Brandom
Manning
...
The Rationalistic Detour for AI
Rationalism ~ Symbolism as a Linguistic Turn
History of Early AI (Sil Hamilton)
Chomsky and McCarthy (VTechWorks, J.A.N. Lee)
Biolinguistic Turn (Berkeley, Chomsky)
Language Design for AI (StackExchange)
Linguistics and Lambek
The Mathematical Structure of Language (CMU)
...
Linguistics and Chomsky
Linguistics in the Electronics Lab at MIT (MIT)
Fundamental Issues in Linguistics (MIT)
Transformational Grammar (Wikipedia)
Against Universal Grammar (Reddit)
Chomsky's Theory (Structural Learning)
...
Computing and Chomsky
Parser Grammars (Stack Exchange)
...
On Codebreaking
Linguists or Mathematicians (BBC)
Codebreaking (The British Academy)
...
Computing
Symbolic ~ Statistical (SmythOS.com)
A Turing Program for Linguistics
NLP and Data (Sigma Computing)
...
Beyond the Linguistic Turn
From the Linguistic Turn to Information Theory (mpdi.com)
Unseen Syntax (cybernative.ai)
The Linguistic Turned (Larval Subjects)
...
Extending the Linguistic Turn to Biolinguistics and Brain Modeling
The Biolinguistic Turn (Psychology Today)
Computational Brain Modeling (NIH)
Computational Modelling (Brain Map)
Computational Modelling (YouTube)
...
Computational Linguistics
Computational Linguistics (Stanford)
Computational Philosophy (Stanford)
Computational Linguistics (University of Maryland)
...
The Need for Interpretability
LLM Interpretability In Depth (ILLC)
...
Between the Linguistic Turn (Symbolic Computing) and Statistical Reasoning
Symbolic AI Versus Statistical AI (SmythOS.com)
...
On Meaning
Whence Meaning (Medium, Science Spectrum)?
...
Comments
Post a Comment