Yes, David, this is an excellent idea! The first application could involve
evaluating new scientific publications across various journals.
 Over the past decades, the focus of scientific publishing has shifted from
presenting new discoveries to increasing citations by reinforcing existing
knowledge and discouraging the pursuit of novel ideas. This will profoundly
impact academic behavior, enhancing competition and leading to better
outcomes in university research, spin-off companies, funding allocation,
investments .... ....
Even ranking journals based on the novelty of their content could be a
significant advancement.
How can I assist?
Dorian




On Sat, Jul 6, 2024 at 9:09 PM David Orban from David Orban - Searching For
The Question <davidor...@substack.com> wrote:

> An AI Based Scoring System
> ͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏
>   ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏
>     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏
> ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏
>   ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏
>     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏
> ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏
>   ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏
>     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏
> ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏
>   ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏
>     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏
> ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏
>   ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏
>     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏
> ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏
>   ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏
>     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏
> ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­
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> Is This Idea Novel?
> <https://substack.com/app-link/post?publication_id=2059803&post_id=146355773&utm_source=post-email-title&utm_campaign=email-post-title&isFreemail=true&r=fv7c&token=eyJ1c2VyX2lkIjo3NDAyODAsInBvc3RfaWQiOjE0NjM1NTc3MywiaWF0IjoxNzIwMzI1MzgxLCJleHAiOjE3MjI5MTczODEsImlzcyI6InB1Yi0yMDU5ODAzIiwic3ViIjoicG9zdC1yZWFjdGlvbiJ9.MCG4O6us9vP8ebIkfLILh5m2XEvQDTQbL-Yddj6D8Fc>An
> AI Based Scoring System
>
> David Orban <https://substack.com/@davidorban>
> Jul 7
> <https://substack.com/@davidorban>
>
>
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>
> I developed a simple approach to numerically score the novelty of ideas,
> using LLMs.
>
> For several years I have been recording my meetings, both internal and
> external, with the permission of the participants. Lately I have been also
> passing the meeting transcript through an automated editing step, so that
> it would read better, with complete sentences flowing well, rather than the
> spoken words that often are interrupted with the listener completing a
> sentence through the context. Recently I added a second step, checking what
> was novel or unexpected that I said, so that if I mentioned an analogy, a
> metaphor, or I shared an idea during the meeting, it would not be lost, but
> separated and highlighted, for additional exploration, eventually. Now the
> last step I am adding is applying a scoring system to the evaluation of the
> level of novelty of the ideas that emerge. (Of course using LLMs)
>
>

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