Neuro-Symbolic AI
LLM
→
?
→
Action
We build the missing layer.
High-assurance infrastructure for AI that acts.
| Talking | Acting |
|---|---|
| low stakes | high stakes |
| plausible | correct |
| revisable | irreversible |
| unaccountable | accountable |
LLMs are good at talking.
Talking is cheap. Action is not.
∀a: C(a) ∧ O(a) ∧ K(a) ∧ I(a) ⊢ D(a)
Given context, options, constraints, and incentives — decision is derivable.
Ontology. Semantics. Determinism.
contact@neurosymbolicai.co