●builderPrioritize optimizing open-source model deployments to meet enterprise cost and privacy requirements.
●founderEvaluate whether your moat relies on proprietary model access or unique application of open-weight architectures.
●investorWatch for margin shifts in companies heavily reliant on third-party frontier model APIs.