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1–30 of many
Kingsley Idehen
, …
Michael Denny
18
Feb 4
Latest from the world of LLMs
every current
LLM
system that does not use a symbolic component to detect and evaluate the inevitable errors and hallucinations. Our largest clients (some US gov't agencies)
unread,
Latest from the world of LLMs
every current
LLM
system that does not use a symbolic component to detect and evaluate the inevitable errors and hallucinations. Our largest clients (some US gov't agencies)
Feb 4
John F Sowa
, …
Alex Shkotin
14
Jan 9
Proposal: OWL 3 as an upgrade to OWL 2
, and
LLM
-based services. > My impression is that this type of user-friendly environment and glaring > applications are missing in our community. In my opinion, Protégé and
unread,
Proposal: OWL 3 as an upgrade to OWL 2
, and
LLM
-based services. > My impression is that this type of user-friendly environment and glaring > applications are missing in our community. In my opinion, Protégé and
Jan 9
John F Sowa
, …
Ravi Sharma
7
12/23/24
Khanmigo, AI tutor
number of
LLM
/ChatGPT courses that >> are offered. And, I came away with two conclusions from that writer. >> >> First, there are very few good courses, and the best
unread,
Khanmigo, AI tutor
number of
LLM
/ChatGPT courses that >> are offered. And, I came away with two conclusions from that writer. >> >> First, there are very few good courses, and the best
12/23/24
John F Sowa
11/29/24
Hybrid with LLMs and traditional AI methods
system combines
LLM
technology with traditional AI methods to do the evaluation. This is a hybrid technique that our Permion.ai system uses. I don't know anything more that I read
unread,
Hybrid with LLMs and traditional AI methods
system combines
LLM
technology with traditional AI methods to do the evaluation. This is a hybrid technique that our Permion.ai system uses. I don't know anything more that I read
11/29/24
Igor Toujilov
, …
Kingsley Idehen
53
Jan 15
Design Pattern Ontology
John F
Sowa
wrote: > Mike and Igor, > > I'm glad that you mentioned design patterns. But instead of an > ontology of design patterns, I would say that design patterns
unread,
Design Pattern Ontology
John F
Sowa
wrote: > Mike and Igor, > > I'm glad that you mentioned design patterns. But instead of an > ontology of design patterns, I would say that design patterns
Jan 15
Alex Shkotin
11/20/24
knowledge processing and genAI
John and all, The theme of knowledge processing (KP) is so important. We first need to classify a little what kind of KP we use in science, technology
unread,
knowledge processing and genAI
John and all, The theme of knowledge processing (KP) is so important. We first need to classify a little what kind of KP we use in science, technology
11/20/24
John F Sowa
, …
Mike Bergman
3
11/20/24
Apologies to anybody who has complained
' about
LLM
and the general sense conveyed that we needed protection from the evils of a new technology I have mostly found annoying and presumptuous, not disturbing. I blow issues
unread,
Apologies to anybody who has complained
' about
LLM
and the general sense conveyed that we needed protection from the evils of a new technology I have mostly found annoying and presumptuous, not disturbing. I blow issues
11/20/24
Pascal Hitzler
, …
Mike Bergman
18
Feb 6
Accelerating Knowledge Graph and Ontology Engineering with Large Language Models
developed the
LLM
technology for machine translation (MT), and that is its best and most reliable application. Since the source and target language are just one step away, the error
unread,
Accelerating Knowledge Graph and Ontology Engineering with Large Language Models
developed the
LLM
technology for machine translation (MT), and that is its best and most reliable application. Since the source and target language are just one step away, the error
Feb 6
Knowledge representation
, …
jsi...@measures.org
49
10/19/24
Tools for modeling in first-order logic - making conceptual/ontological models in FOL
John F
Sowa
Sent: 18 October 2024 18:59 To: ontolog-forum@googlegroups.com Cc: CG Subject: [CG] SAP HANA Cloud's Knowledge Graph Engine for Business Context Simon, I just wanted
unread,
Tools for modeling in first-order logic - making conceptual/ontological models in FOL
John F
Sowa
Sent: 18 October 2024 18:59 To: ontolog-forum@googlegroups.com Cc: CG Subject: [CG] SAP HANA Cloud's Knowledge Graph Engine for Business Context Simon, I just wanted
10/19/24
Alex Shkotin
, …
John F Sowa
57
11/23/24
Scientific knowledge formalization
that the
LLM
assistant in PyCharm and using the Code Assistant > version of ChatGPT save me a lot of time writing Python and SPARQL queries > respectively. But that isn't the
unread,
Scientific knowledge formalization
that the
LLM
assistant in PyCharm and using the Code Assistant > version of ChatGPT save me a lot of time writing Python and SPARQL queries > respectively. But that isn't the
11/23/24
Kingsley Idehen
, …
John F Sowa
7
10/11/24
Google NotebookLM Experiments -- Part 2
John F
Sowa
wrote: > Kingsley, > > Your reply shows how and why many applications of LLMs can be valuable. > > KI: [They] can be more concise, aligned with the objectives
unread,
Google NotebookLM Experiments -- Part 2
John F
Sowa
wrote: > Kingsley, > > Your reply shows how and why many applications of LLMs can be valuable. > > KI: [They] can be more concise, aligned with the objectives
10/11/24
John F Sowa
,
Mosca Alessandro
2
10/10/24
AIs get worse at answering simple questions as they get bigger
John F
Sowa
Sent: 08 October 2024 03:31 To: ontolog-forum ; CG Subject: [ontolog-forum] AIs get worse at answering simple questions as they get bigger Bad news for anybody who claims
unread,
AIs get worse at answering simple questions as they get bigger
John F
Sowa
Sent: 08 October 2024 03:31 To: ontolog-forum ; CG Subject: [ontolog-forum] AIs get worse at answering simple questions as they get bigger Bad news for anybody who claims
10/10/24
Michael DeBellis
, …
John F Sowa
35
10/4/24
Philosophical Implications of Gödel and Turing/Church
methods to
LLM
methods can be useful, but it's important to have careful and well documented methods for interpreting the results. Any talk that throws around loose words without
unread,
Philosophical Implications of Gödel and Turing/Church
methods to
LLM
methods can be useful, but it's important to have careful and well documented methods for interpreting the results. Any talk that throws around loose words without
10/4/24
John F Sowa
, …
Alex Shkotin
15
8/26/24
Technical question on Protege
about integrating
LLM
(Large > Language Models- based on inductive inference) with formal logic and > deduction. I call such systems (they do not yet exist) OntoLLMs. > *
unread,
Technical question on Protege
about integrating
LLM
(Large > Language Models- based on inductive inference) with formal logic and > deduction. I call such systems (they do not yet exist) OntoLLMs. > *
8/26/24
John F Sowa
,
Philip Jackson
6
8/17/24
LLMs, SLMs, and the 70 years of AI and computer science
John F
Sowa
Sent: Friday, August 16, 2024 6:44 PM To: ontolog-forum@googlegroups.com Subject: [ontolog-forum] An offline comment and my replly Following is my reply to the offline
unread,
LLMs, SLMs, and the 70 years of AI and computer science
John F
Sowa
Sent: Friday, August 16, 2024 6:44 PM To: ontolog-forum@googlegroups.com Subject: [ontolog-forum] An offline comment and my replly Following is my reply to the offline
8/17/24
John F Sowa
, …
Ravi Sharma
6
8/13/24
AI-Generated Code Has A Staggeringly Stupid Flaw
limitations of
LLM
technology (summarized in the note that started this thread) cannot be extended by systems that just add various interfaces to the LLMs. But applications that combine
unread,
AI-Generated Code Has A Staggeringly Stupid Flaw
limitations of
LLM
technology (summarized in the note that started this thread) cannot be extended by systems that just add various interfaces to the LLMs. But applications that combine
8/13/24
Gary Berg-Cross
, …
Polovina, Simon (BTE)
8
7/22/24
A formalized approach to consider agents' norms and values
John F
Sowa
> *Sent:* Wednesday, July 17, 2024 10:47 PM > *To:* ontolog-forum@googlegroups.com; CG > *Subject:* [CG] Going beyond LLMs (was A formalized approach to consider
unread,
A formalized approach to consider agents' norms and values
John F
Sowa
> *Sent:* Wednesday, July 17, 2024 10:47 PM > *To:* ontolog-forum@googlegroups.com; CG > *Subject:* [CG] Going beyond LLMs (was A formalized approach to consider
7/22/24
John F Sowa
, …
Alex Shkotin
28
7/17/24
ChatG)T is BS
John F
Sowa
wrote: > That is certainly true. The people who designed and developed GPT > and related
LLM
-based systems admit that fact: > > Mihai Nadin: [ChatGPT] is syntactic
unread,
ChatG)T is BS
John F
Sowa
wrote: > That is certainly true. The people who designed and developed GPT > and related
LLM
-based systems admit that fact: > > Mihai Nadin: [ChatGPT] is syntactic
7/17/24
Nadin, Mihai
, …
Michael DeBellis
7
7/12/24
an alternative
of the
LLM
and that that vectors is then compared with vectors for strings in documents in the document corpus. In fact they don't even make the point that an
LLM
is a system of modules
unread,
an alternative
of the
LLM
and that that vectors is then compared with vectors for strings in documents in the document corpus. In fact they don't even make the point that an
LLM
is a system of modules
7/12/24
John F Sowa
, …
Alex Shkotin
16
7/6/24
FWD: university examiners fail to spot ChatGPT answers in real-world test
> >
LLM
is just most hyped. > > All around the Globe are trying to use it. Look, not TRUST, just USE. > > To evaluate the GenAI output is where formalization and algorithms
unread,
FWD: university examiners fail to spot ChatGPT answers in real-world test
> >
LLM
is just most hyped. > > All around the Globe are trying to use it. Look, not TRUST, just USE. > > To evaluate the GenAI output is where formalization and algorithms
7/6/24
John F Sowa
,
Mike Bergman
3
6/22/24
Why ChatGPT does not trust itself as an author
work with
LLM
-based software and make your own decisions about what to use or ignore. There are many more options and combinations to explore. But it's important to remember that
unread,
Why ChatGPT does not trust itself as an author
work with
LLM
-based software and make your own decisions about what to use or ignore. There are many more options and combinations to explore. But it's important to remember that
6/22/24
alex.shkotin
,
John F Sowa
9
6/11/24
FYI(art):Trends in Integration of Knowledge and Large Language Models: A Survey and Taxonomy of Methods, Benchmarks, and Applications
amount of
LLM
processing can outperform the biggest and most expensive
LLM
systems on the planet. And it will do so with guaranteed accuracy. If it can't solve a problem, it will
unread,
FYI(art):Trends in Integration of Knowledge and Large Language Models: A Survey and Taxonomy of Methods, Benchmarks, and Applications
amount of
LLM
processing can outperform the biggest and most expensive
LLM
systems on the planet. And it will do so with guaranteed accuracy. If it can't solve a problem, it will
6/11/24
John F Sowa
,
Alex Shkotin
3
6/11/24
The future of AI nobody wants
com/
llm
-explained-the-
llm
-training-landscape-82c803495caa cited by Kiryl (aka Azamat A.) here https://globalaiplatform.quora.com/AI-ML-LLMs-Predictions-for-2024
unread,
The future of AI nobody wants
com/
llm
-explained-the-
llm
-training-landscape-82c803495caa cited by Kiryl (aka Azamat A.) here https://globalaiplatform.quora.com/AI-ML-LLMs-Predictions-for-2024
6/11/24
Igor Toujilov
, …
Kingsley Idehen
67
6/5/24
OWL2+SWRL vs CL
John F
Sowa
wrote: >>> Kingsley, >>> >>> I have no objections to RDF, and I have no objections to using the >>> triple format (x R y) in any software
unread,
OWL2+SWRL vs CL
John F
Sowa
wrote: >>> Kingsley, >>> >>> I have no objections to RDF, and I have no objections to using the >>> triple format (x R y) in any software
6/5/24
John F Sowa
5/22/24
Future directions for ontology (was paper by Dean Allemang; Juan Sequeda
repair the
LLM
output, which they continue checking until the results are consistent with the ontology and an SQL database. To represent information, they use a version of Knowledge
unread,
Future directions for ontology (was paper by Dean Allemang; Juan Sequeda
repair the
LLM
output, which they continue checking until the results are consistent with the ontology and an SQL database. To represent information, they use a version of Knowledge
5/22/24
John F Sowa
, …
Neil McNaughton
34
5/17/24
The central executive
: John
Sowa
said: "But all the processes in the mind and brain are integrated, and they all operate continuously in different parts of the brain, which are all monitored and controlled
unread,
The central executive
: John
Sowa
said: "But all the processes in the mind and brain are integrated, and they all operate continuously in different parts of the brain, which are all monitored and controlled
5/17/24
Michael DeBellis
, …
John F Sowa
27
5/15/24
Inherent Limitations to LLMs (and how knowledge graphs can solve them)
John F
Sowa
wrote: > Michael, > > That distinction is independent of any observer: "Surely the distinction > between semantic and episodic memory depends on the
unread,
Inherent Limitations to LLMs (and how knowledge graphs can solve them)
John F
Sowa
wrote: > Michael, > > That distinction is independent of any observer: "Surely the distinction > between semantic and episodic memory depends on the
5/15/24
John F Sowa
, …
Philip Jackson
49
5/15/24
Light can vaporize water without the need for heat
> uses
LLM
for brainstorming. > > I pointed Bobbin to meta.ai because it knows OWL2 very well, even better > than my favorite claude.ai. > > For example see [1]. It
unread,
Light can vaporize water without the need for heat
> uses
LLM
for brainstorming. > > I pointed Bobbin to meta.ai because it knows OWL2 very well, even better > than my favorite claude.ai. > > For example see [1]. It
5/15/24
John F Sowa
, …
Kingsley Idehen
3
5/12/24
ChatGPT4 answers questions about Verses AI
John F
Sowa
wrote: > Verses AI is an AI system that does not use LLMs. Instead of telling > the world how great their system is, the developers asked ChatGPT4 to > answer three
unread,
ChatGPT4 answers questions about Verses AI
John F
Sowa
wrote: > Verses AI is an AI system that does not use LLMs. Instead of telling > the world how great their system is, the developers asked ChatGPT4 to > answer three
5/12/24
John F Sowa
5/11/24
Leaked GPT2 model has everyone stunned
create an
LLM
that, before answering, explores the 'realm of possible responses', carefully filtering and selecting the best path toward the solution. . . . This idea, although
unread,
Leaked GPT2 model has everyone stunned
create an
LLM
that, before answering, explores the 'realm of possible responses', carefully filtering and selecting the best path toward the solution. . . . This idea, although
5/11/24