Well-documented, thoroughly tested, and reusable tools improve discoverability, simplify version management, and prevent redundant definitions. Broadly speaking, agents need three types of tools: Type Description name= , instructions=( ), tools=[initiate_purchase_order] ) order_management_agent = Agent( name= , instructions=( "Technical Support Agent", "You provide product catalog, recommend suitable solutions, and facilitate purchase transactions." "Order Management Agent" "You assist clients with inquiries regarding order tracking, delivery schedules, and

Modernization (2020 Letter to Shareholders: ‘We already extensively use AI, quite successfully, in fraud and risk, marketing, prospecting, idea generation, operations, trading and in other areas—to great effect, mobile app ordering, point of sale, kitchen and delivery optimization, menu management, inventory and labor management, and team member tools. - Yum! Press Release, 2/25 Number of Restaurants Yum Restaurants Using at Least One Byte by Yum! Product Byte is Yum! Brands' AI-powered restaurant management platform designed to optimize store operations by automating repetitive tasks like inventory tracking

timelines from weeks to hours. The impact was felt across many disciplines and departments: The Credit Risk team Uses ChatGPT to determine creditworthiness faster and 
 more accurately. The Legal team Uses analysis of NPS surveys. 16 AI in the EnterpriseAnd the wins continue to spread across Marketing, Risk Management, Operations, and beyond. All because they got AI in the hands of the people who know how to

Prompt EMAIL: ``` Hi, I have seen you use Wordpress for your website. A great open source content management system. I have used it in the past too. It comes with lots of great user plugins. And it's pretty the email should be classified as **IMPORTANT**. The bug in the contact form is a serious security risk, and the sender’s credibility is unknown. The recipient should take immediate action to fix the bug data it should expect, helping it focus its attention on the relevant information and reducing the risk of misinterpreting the input. Furthermore, schemas can help establish relationships between different

consideration for automatically learned routing strategies. Firstly, unbalanced load will raise the risk of routing collapse (Shazeer et al., 2017), preventing some experts being fully trained and utilized Loss. We use an expert-level balance loss (Fedus et al., 2021; Lepikhin et al., 2021) to mitigate the risk of routing collapse: LExpBal = ?1 ?? ∑︁ ?=1 ????, (23) ?? = ?? ??? ? ∑︁ ?=1 1(Token ? selects Zhuang, Y. Sheng, L. Zheng, C. H. Yu, J. E. Gonzalez, H. Zhang, and I. Stoica. Efficient memory management for large language model serving with pagedattention. In Proceedings of the ACM SIGOPS 29th Symposium

gastropods and bivalves, show phenotypicplasticity in their shell morphology in response to predation risk (Appleton & Palmer1988, Trussell & Smith 2000, Bourdeau 2010). Predation can therefore act as adirectional gastropods and bivalves, exhibit phenotypic plasticity in their shell morphology in response to predation risk. Predation can act as a directional selection pressure, resulting in specific prey phenotypes, such

（结果多样性） Route （路径灵活性） 线性路径 （流程标准化） 网状路径 （多路径探索） Responsiveness （响应模式） 被动适配 （按规则执行） 主动创新 （自主决策） Risk （风险特征） 低风险 （稳定可控） 高风险 （不确定性高） （限定于文本生成任务） DeepSeek 两种模型对比 V3 R1 DeepSeek 两种模型对比 V3 R1 如何提问？两种模型的提示语差异