Aagmaal | Code

class AAGGovernance: def assess(self, problem_definition, knowledge_base): # Algorithmic governance logic return np.random.rand()

def make_decision(self): # AAG governance and MAAL learning decision = self.aag_governance.assess(self.problem_definition, self.knowledge_base) decision = self.maal_learning.adapt(decision, self.knowledge_base) return decision aagmaal code

class MAALearning: def adapt(self, decision, knowledge_base): # Meta-learning logic return decision + np.random.rand() class AAGGovernance: def assess(self