The big question now is, How long will it take? Researchers I spoke with estimate that FLASH could become a routine clinical option in about 10 years—after the completion of remaining preclinical studies and multiphase human trials, and as machines become more compact, affordable, and efficient. Much of the momentum comes from a growing field of startups competing to build devices, but the broader scientific community remains remarkably open and collaborative.
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对于企业部署而言,这至关重要。一个仅激活30亿参数的模型,其服务成本和延迟远低于一个稠密的700亿参数模型。英伟达的结果表明,像级联强化学习和多领域在线策略蒸馏这样的后训练技术,可以在目标领域上缩小性能差距,为组织提供了一条无需前沿级基础设施成本即可部署强大推理能力的路径。