Re: The Golden Calf of Generative LLMs has us blinded

And a bargain at only CHF 98

On Sat, Nov 15, 2025 at 03:38 Milton Ponson <rwiciamsd@gmail.com> wrote:

> Never has a vision rung so true as that of StratML :
> "A worldwide web of intentions, stakeholders and results". It's EXACTLY
> the reason why I joined the W3C and opened an account and am participating
> in multiple groups that are dealing with various aspects of this ( e.g.
> AIKR, CogAI, Web of Things etc.)
>
> What the United Nations proposes, and what in particular the International
> Telecommunications Union, UNESCO and also the International Science Council
> are trying to achieve through the proper use of science and artificial
> intelligence is linking stakeholders to achieve results based on codified
> intentions.
>
> Since codified intentions must start with language based conference
> outcome documents, special issue reports with RECOMMENDATIONS, and
> strategic or road map documents or vision documents, strategic planning
> that can be made machine readable is key in providing input for generative
> LLMs and other artificial intelligence forms.
>
> Librarians have played a key role in helping UNESCO define, outline and
> spell out road maps and projects, and they form a key stakeholder in
> knowledge ORGANIZATION, which is the other face of the coin that also has
> knowledge representation on it.
>
> It is a sad state of affairs when computer scientists all start to bow in
> reverance to the Golden Calf of hyperscalable generative LLMs in spite of
> their knowledge of its mathematical limitations and technical global
> resources depleting nature.
>
> I have mentioned two programs for AI that I am working on, both of which
> have sprung from extensive conversations with stakeholders, ranging from
> grass roots organizations and scientists and engineers to fishermen,
> smallholder farms, biologists, climate activists and social scientists.
>
> All concur on a better, collaborative use of data and information, using
> ICT tools and AI to support their efforts.
>
> The current mismatch and lack of collaboration is due to an absent
> coordinated formulation of common intentions, objectives and set goals.
>
> This can only achieved by StratML. Once done, we can then proceed to
> determine what knowledge, information and data are going to be needed.
> Which then brings us to knowledge ORGANIZATION and knowledge REPRESENTATION.
>
> And only then we can proceed to implementation of adequate artificial
> intelligence.
>
> Any other way we will fail.
>
>
> Milton Ponson
> Rainbow Warriors Core Foundation
> CIAMSD Institute-ICT4D Program
> +2977459312
> PO Box 1154, Oranjestad
> Aruba, Dutch Caribbean
>