Tokenomics becomes enterprise budget constraint

Tokenomics, the economics of AI token consumption, is emerging as the defining constraint on enterprise budgets as autonomous agents run continuous inference. Cisco president Jeetu Patel stated fewer than 1% of potential users deploy agents at scale, leaving enormous headroom for growth. Cisco released Antares, open-weight models for code vulnerability scanning without sending data to the cloud.