Ben,

I saw your call. The neurosymbolic project should be an obvious fit
for me on the surface:

https://deepfunding.ai/rfp/neuro-symbolic-dnn-architectures/

If you remember my assertion is that language models naturally will
result in structures over which we can perform symbolic reasoning. So
"neurosymbolic" behaviour will appear naturally. It is just the
symbolic equivalent structures will be chaotic attractors, so must be
found dynamically (e.g. by synchrony of oscillations, not backprop,
otherwise they will result in the LARGEness of the models blowing
out... if anyone has noticed that..., but remaining opaque.)

Which assertion also seems to fit with the mention in the call for
"complex system dynamics": "the research aims to advance AI’s ability
to reason dynamically over complex systems across multiple
spatio-temporal scales."

So it could be a fit. But these calls generally have implicit
expectations which narrow their scope in practice. In practice I don't
know if what you're looking for will be limited to specifically
PyNeuraLogic and Kolmogorov-Arnold Networks (KANs) (& AIRIS?)
platforms. Or something else that more closely fits some existing idea
of what neurosymbolic will mean.

I did pitch once to a Singularity.Net project. Here:

https://proposals.deepfunding.ai/graduated/rejected/7c0cbc16-8dc8-4b30-8d9b-44f963bbb68d

But it was rejected on the basis of not fitting the (implicit?) scope
of the call (to "advance" Sing.Net by development not research...) So
I hesitate to put anything in without clarity that you are really
casting a wide net this time, and would be open to a new approach.

On Fri, Oct 18, 2024 at 11:44 PM Ben Goertzel <[email protected]> wrote:
> 
> Hey!
> 
> SingulairtyNET is offering some grants to folks who want to do some
> AGI-oriented Ai software development on specific projects that are
> part of our thrust to make an AGI using the OpenCog. Hyperon
> architecture,
> 
> Please see here for the details
> 
> https://deepfunding.ai/all-rfps/
> 
> The projects mainly involve development in our new MeTTa AGI-oriented
> language.   See here
> 
> https://metta-lang.dev/
> 
> for information on the MeTTa language itself, and links here
> 
> https://hyperon.opencog.org/
> 
> https://arxiv.org/abs/2310.18318
> 
> for general info on the Hyperon approach to AGI
> 
> thanks
> Ben
> 
> --
> -- Ben Goertzel, PhD
> http://goertzel.org
> CEO, SingularityNET / True AGI / ASI Alliance
> Chair, AGI Society
> 
> "One must have chaos in one's heart to give birth to a dancing star"
> -- Friedrich Nietzsche

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