Neuro-symbolic AI Ambition

[mostafatouny]

Hello,

The problem of alignment, safety, and trustworthy in machine learning had sparked the world, especially after the modern advancement of generative AI. Neuro-symbolic AI, which aims to combine the best of data-driven and symbolic proven models, started to gain recognition.

• For an accessible intro see Forbes article.
• NeSy research conference.
• Deepminds used Functional language Lean to train a RL model to solve mathematical problems to advance AI capabilities. See their blog post.
• Amazon started to adopt automated theorem provers. See their blog article.

Owl and OCaml are branded for pragmatic computing with safety. The Coq theorem prover is very matured. I believe the community here is more suited to tackle recent safety challenges in AI and neuro-symbolic hybrid systems.

Is anyone interested in that? Would you like to explore its potential with me as a subsidiary activity?