Many have realized through time in market that the key to effective data agents is actually building the relevant context layer. As a result, some have evolved to encompass data context construction as a key part of their products.
这一市场观察揭示了行业认知的转变：从单纯关注模型能力到认识到上下层构建的关键作用。这暗示了数据代理市场的成熟，以及产品策略的进化方向。
Many have realized through time in market that the key to effective data agents is actually building the relevant context layer. As a result, some have evolved to encompass data context construction as a key part of their products.
这是一个市场洞察，表明行业正在从纯技术解决方案转向更注重上下文层的综合方法。这反映了市场对AI代理有效性的理解正在深化，从单纯的技术能力转向业务上下文的重要性。
Gregory, V., Menzio, G., & Wiczer, D. G. (2020). Pandemic Recession: L or V-Shaped? (Working Paper No. 27105; Working Paper Series). National Bureau of Economic Research. https://doi.org/10.3386/w27105