the way we communicate with them must evolve from loose conversation into something closer to structured collaboration.
随着模型变得更加 agentic，传统的自然语言提示词工程可能正在走向终结。未来的人机交互将更像是在设计机器可读的工作流。这隐含了一个假设：为了可靠性和可控性，我们需要牺牲部分自然语言的模糊性，转向结构化的语义标记。
2 Matching Annotations
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thesequence.substack.com thesequence.substack.com
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- Aug 2022
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elifesciences.org elifesciences.org
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Li, Z., Tomlinson, A. C., Wong, A. H., Zhou, D., Desforges, M., Talbot, P. J., Benlekbir, S., Rubinstein, J. L., & Rini, J. M. (2019). The human coronavirus HCoV-229E S-protein structure and receptor binding. ELife, 8, e51230. https://doi.org/10.7554/eLife.51230
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