Artificial Intelligence and Automation Team
New Research
大模型驱动人工智能在产业中深入落地已经初见成效：诸如AI语音语义市场等受大模型驱动，在2024年经济平稳的大环境下依然保持了业绩的增长。以科大讯飞为代表的语音语义企业，受益于大模型能力的不断提升，在市场上仍然保持领先地位。
本IDC市场演示文稿介绍了生成式AI/大模型开发工具的发展现状，AI原生应用开发工具市场生态，并给技术供应商提供了建议。2024年以来，随着各家商业大模型的竞争进入白热化，单一的模型很难筑起长久可靠的护城河，主流技术供应商纷纷在应用生态与平台方向进入大模型“卷”的下半场。在服务上，从自有大模型服务进行衍生与拓展——包括提供第三方/开源大模型服务能力的模型即服务（MaaS），提供算力租用为主的基础设施服务，提供大模型微调、训练为主的模型开发服务，提供开发、测试与发布的大模型应用...
本IDC技术买家演示文稿将探讨生成式AI的框架、场景和实施方法。它分析了生成式AI的三种实施方法，包括购买、调优和构建，具体采用哪种方法取决于数据可用性、预算、内部技能和数据安全/隐私要求等因素。本演示文稿还将就生成式AI的构建、调优或购买为技术买家提供建议。
This IDC Market Presentation provides insights into composite workloads designed with software-defined infrastructure in mind and meant to run dissociated from the underlying hardware platform. It defines composite workloads and uses a digi...
本IDC研究介绍了2024年第三季度生成式AI最佳实践案例。IDC中国研究总监卢言霞表示：“大模型落地速度加快，无论是大中型企业还是小型企业，都应该选择合适的策略尽快引入生成式AI。”
This IDC Survey Spotlight explores key facts about European organizations' data organizations, including reporting structures, organization distribution, and length of tenure.
This IDC Market Perspective highlights the announcements at Salesforce's Dreamforce, held September 17-19, 2024, in San Francisco, California. The event was well attended with 45,000+ onsite. "Salesforce is striving to maintain its leadersh...
This IDC Survey Spotlight presents data from IDC's 2024 Edge-Native Survey, showing the most challenging aspects organizations face when deploying AI at the edge. The survey gathered input from more than 1,000 organizations across the energ...
This IDC Market Glance provides a landscape overview of the current makeup of the conversational artificial intelligence (AI) tools and technologies market landscape in the third quarter of 2024. This IDC Market Glance illustrates who some ...
As recipients of the Nobel Prize in Physics 2024, the recognition of John J. Hopfield's and Geoffrey E. Hinton's groundbreaking work in analog computing and artificial neural networks for machine learning highlights the transformative poten...
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