Re: Prolog totally missed the AI Boom

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Sujet : Re: Prolog totally missed the AI Boom
De : dohduhdah (at) *nospam* yahoo.com (sobriquet)
Groupes : sci.math
Date : 20. Mar 2025, 05:02:49
Autres entêtes
Organisation : A noiseless patient Spider
Message-ID : <vrg419$2a7h2$1@dont-email.me>
References : 1
User-Agent : Mozilla Thunderbird
Op 22/02/2025 om 13:06 schreef Mild Shock:
 Inductive logic programming at 30
https://arxiv.org/abs/2102.10556
 The paper contains not a single reference to autoencoders!
Still they show this example:
 Fig. 1 ILP systems struggle with structured examples that
exhibit observational noise. All three examples clearly
spell the word "ILP", with some alterations: 3 noisy pixels,
shifted and elongated letters. If we would be to learn a
program that simply draws "ILP" in the middle of the picture,
without noisy pixels and elongated letters, that would
be a correct program.
 I guess ILP is 30 years behind the AI boom. An early autoencoder
turned into transformer was already reported here (*):
 SERIAL ORDER, Michael I. Jordan - May 1986
https://cseweb.ucsd.edu/~gary/PAPER-SUGGESTIONS/Jordan-TR-8604-OCRed.pdf
 Well ILP might have its merits, maybe we should not ask
for a marriage of LLM and Prolog, but Autoencoders and ILP.
But its tricky, I am still trying to decode the da Vinci code of
 things like stacked tensors, are they related to k-literal clauses?
The paper I referenced is found in this excellent video:
 The Making of ChatGPT (35 Year History)
https://www.youtube.com/watch?v=OFS90-FX6pg
Set theory relates to logic as category theory relates to... ?
https://www.youtube.com/watch?v=1KUhLHlgG2Q

Date Sujet#  Auteur
22 Feb 25 * Prolog totally missed the AI Boom9Mild Shock
22 Feb 25 +* Auto-Encoders as Prolog Fact Stores (Re: Prolog totally missed the AI Boom)4Mild Shock
23 Feb 25 i+- Ignorance in ILP circles confirmed (Re: Auto-Encoders as Prolog Fact Stores)1Mild Shock
19 Mar 25 i+- Re: Auto-Encoders as Prolog Fact Stores (Re: Prolog totally missed the AI Boom)1Mild Shock
19 Mar 25 i`- Neuro infused logic programming [NILP] (Re: Auto-Encoders as Prolog Fact Stores)1Mild Shock
20 Mar 25 `* Re: Prolog totally missed the AI Boom4sobriquet
20 Mar 25  +- Another beautiful day doing math that has no real world applications (Re: Prolog totally missed the AI Boom)1Mild Shock
20 Mar 25  `* Re: Another beautiful day doing math that has no real world applications (Re: Prolog totally missed the AI Boom)2Mild Shock
21 Mar 25   `- Re: Another beautiful day doing math that has no real world applications (Re: Prolog totally missed the AI Boom)1sobriquet

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