Can Multiple AI Agents Think Independently?
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Independence is a property of information flow and incentives, not of process count. Multi-agent systems often share models, prompts, and training—correlation in disguise.
Mind & Machine
Essays on artificial intelligence, cognition, and the boundary between recombination and invention.
When Algebra Becomes a Decision Tree
Symbolic structure and branching control flow are two faces of the same computational coin. Seeing algebra as a tree of cases clarifies both classical algorithms and modern learning systems.
Can AI Create Genuine Novelty?
Novelty is not a single property. Distinguishing combinatorial surprise from conceptual invention changes what we can fairly claim about generative models.