Open models become an enterprise cost and ecosystem strategy

Organizations continue exploring open-weight and self-hosted systems to reduce API costs and vendor dependence. New economics discussion reinforces that workload, utilization, networking, electricity, token-per-watt efficiency, staffing, operations, licensing, and evaluation determine savings; open deployment can improve control without automatically delivering sovereignty or lower total cost.