TY - GEN
T1 - Machine Translation
T2 - 2nd Conference on Human Centered Artificial Intelligence - Education and Practice, HCAI-ep 2024
AU - Centrone, Stefania
AU - Perini Brogi, Cosimo
AU - Reifberger, Stefan
N1 - Publisher Copyright:
© 2024 Copyright held by the owner/author(s).
PY - 2024/12/2
Y1 - 2024/12/2
N2 - Hubert Dreyfus questioned the foundational ideas of early artificial intelligence research. Challenging the prevailing orthodoxy, he posited that the failure to manifest advancements in areas like language translation and problem-solving stems from a foundational misalignment with the intricacies of human "information processing". This paper restates Dreyfus' challenge. Based on case studies it argues that contemporary neural network systems have taken up the challenge by implicitly addressing three distinct philosophical problems, posed by Ludwig Wittgenstein, George Pólya, and Edmund Husserl.
AB - Hubert Dreyfus questioned the foundational ideas of early artificial intelligence research. Challenging the prevailing orthodoxy, he posited that the failure to manifest advancements in areas like language translation and problem-solving stems from a foundational misalignment with the intricacies of human "information processing". This paper restates Dreyfus' challenge. Based on case studies it argues that contemporary neural network systems have taken up the challenge by implicitly addressing three distinct philosophical problems, posed by Ludwig Wittgenstein, George Pólya, and Edmund Husserl.
KW - Heuristics.
KW - Limits of artificial intelligence
KW - LLMs
KW - Machine translation
KW - Meaning-as-use
KW - Philosophical foundations
KW - Syntax/semantics interface
UR - http://www.scopus.com/inward/record.url?scp=85216571572&partnerID=8YFLogxK
U2 - 10.1145/3701268.3701286
DO - 10.1145/3701268.3701286
M3 - Conference contribution
AN - SCOPUS:85216571572
T3 - ACM International Conference Proceeding Series
SP - 51
EP - 55
BT - HCAI-ep 2024 - Proceedings of the 2024 Conference on Human Centered Artificial Intelligence - Education and Practice
PB - Association for Computing Machinery
Y2 - 1 December 2024 through 2 December 2024
ER -