Re: [ontolog-forum] RDF finally has its long awaited Generic Client!

On Tue, Sep 30, 2025 at 11:50 AM Alex Shkotin <alex.shkotin@gmail.com>
wrote:

> Hi Kingsley,
>
> A good article about using RDF and user interface functionality. But I
> believe that any information generated by LLM should be marked "May contain
> errors."
>
> So all those beautiful tables, diagrams, and documents should display this
> sign prominently.
>
>
I like this client. Thank you, Kingsley, for sharing it. It has its use
cases, even though we all know it’s heuristic. That said, it’s still useful
for many scenarios, like running quick, conceptual queries to get business
data estimates, projections, and insights, etc.

For other cases, where precise calculations, explainability, and trusted
outcomes are required, LLM-based agents could help develop and deliver
solutions that are accurate, explainable, and, with proper legal oversight,
accountable. The key is combining LLM capabilities with human expertise to
balance speed and creativity with accuracy and reliability. I’m not
imagining some “AI programmer,” but rather a powerful toolset built on LLMs
that effectively leverages knowledge.

After all, it’s never been about "generating code", but about understanding
and clearly communicating the requirements and constraints, that’s the real
issue we deal with.

Best regards,
Filip

For me, user interface functionality that reflects the power of RDF is more
> important.
>
> Best regards,
>
> Alex
>
>
> пн, 29 сент. 2025 г. в 19:48, 'Kingsley Idehen' via ontolog-forum <
> ontolog-forum@googlegroups.com>:
>
>> Hi Everyone,
>>
>> It’s been a while!
>>
>> Something important is happening right now, thanks to the emergence of
>> LLMs as the long-awaited generic RDF client (the so-called “killer app”).
>> We all know how Mosaic → Mozilla/Netscape made HTML and HTTP globally
>> usable by end-users and developers alike. Well, the very same thing is
>> finally happening with RDF—albeit some 20+ years later than expected.
>>
>> Here’s a post I recently published on LinkedIn about this critical
>> development:
>>
>>
>> https://www.linkedin.com/pulse/large-language-models-llms-powerful-generic-rdf-clients-idehen-xwhfe
>>
>> --
>> Regards,
>>
>> Kingsley Idehen 
>> Founder & CEO
>> OpenLink Software
>> Home Page: http://www.openlinksw.com
>> Community Support: https://community.openlinksw.com
>>
>> Social Media:
>> LinkedIn: http://www.linkedin.com/in/kidehen
>> Twitter : https://twitter.com/kidehen
>>
>>  --
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>> .
>>
>