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AI Agents 2025年十大战略科技趋势

news 2025/8/17 5:08:26

一、自主检索增强生成 (Agentic RAG)
基于推理的，用于实时数据检索和生成的 AI 智能体工作流。
Agentic RAG 的应用不局限于单一场景，同样也被应用于医疗保健领域。
举例：Perplexity, Harvey AI 和 Glean AI

二、语音智能体 (Voice Agents)
能够通过自然口语与用户互动的智能代理，利用广泛的文本转语音（TTS）和语音转文本（STTS）的嵌入和检索技术。
举例：ElevenLabs, Cognigy, Vapi 和 Deepgram

三、 AI 智能体协议 (AI Agent Protocols)
简化多智能体之间的通信，支持不同框架下构建的智能体之间的交流。
举例：Accenture，A2A, ACP, SLIM 等

四、 计算机使用智能体 (CUA - Computer Using Agents)
能像人类一样与计算机交互的 AI 智能体，可利用浏览器、命令行界面（CLI）甚至鼠标光标等工具。
举例：OpenAI 的 Operator, Claude 的 Computer Use, H-Company 的 Runner H 以及 Manus AI

五、编程智能体 (Coding Agents)
借助巧妙的工具使用和基于大语言模型（LLM）的代码生成，使构建和调试应用程序的速度提高 10 倍的多智能体。
举例：Windsurf, Cursor 和 GitHub Copilot

六、深度研究智能体 (DeepResearch Agents)
协作式多智能体系统，可从大量来源构建内容详尽的研究报告。
举例： Gemini DeepResearch, OpenAI DeepResearch 和 You (.) com DeepResearch

垂直领域 (Vertical Domains)’、

‘多智能体协同 (Multi-Agent Synergy)’、

‘主动智能 (Proactive Intelligence)’、

‘平台生态 (Platform Ecosystem)’

📌 Gartner Top 10 Strategic Technology Trends for 2025

- Prediction: By 2028, around 15% of daily work decisions will be made through agentic AI (a large increase from 0% in 2024).
- They also predict that Agentic AI will be the number 1 trend in 2025.
🔗 Learn more here: https://lnkd.in/gRsyRgWQ

📌 Mckinsey and Company - Superagency in the workplace: Empowering people to unlock AI’s full potential

- Prediction: Why AI Agents empower employees rather than replace them in 2025 and beyond.
🔗 Learn more here: https://lnkd.in/gq2qNjRX

📌 McKinsey's Enterprise technology’s next chapter: Four GenAI shifts that will reshape business technology

- Prediction: Leading tech industries will be relying more on customer AI Agents trained on proprietary data.
🔗 Learn more here: https://lnkd.in/g64d8TJx

📌 Andreessen Horowitz (aka a16z)'s Big Ideas in Tech 2025

- Prediction: Building startup ideas with agentic features will give them the upper hand in 2025.
🔗 Learn more here: https://lnkd.in/gwpfcbRf

📌 Andreessen Horowitz (aka a16z)'s Voice Agents in 2025

- Prediction: Voice Agents stack will eventually take the role of the traditional human workforce.
🔗 Learn more here: https://lnkd.in/gwpfcbRf

📌 Forrester: The State Of AI Agents

- Prediction: AI Agents will be the top emerging tech trends for 2025.
🔗 Learn more here: https://lnkd.in/gne2rNqg

📌 IBM: 5 Trends for 2025

- Prediction: AI Agents will drive the much-needed potential for enterprise use cases in 2025.
🔗 Learn more here: https://lnkd.in/gDcJgX-d

📌 Google Cloud AI Business Trends 2025

- Prediction: Google shares comprehensive cloud business partner stats that reveal that Agentic usage will cross a remarkable number this year.
🔗 Learn more here: https://lnkd.in/gFmxKBfV

📌 Capgemini's Harnessing the value of Generative AI

- Prediction: 82% of companies will start adopting AI Agents in the coming 1-3 years, which is one of the fastest adoption rates of tech in business.
🔗 Learn more here: https://lnkd.in/gYdxy5_y

📌 斯坦福大学《2024年人工智能指数报告》（特别篇）