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2886 - 赋能人类:人工智能如何塑造更美好的未来(Java 版).pdf

上传人: 竿*** 编号:982709 2025-11-29 36页 1.95MB

1、IBM TechXchange 2025 conference IBM TechXchange 2025 conference 2886-Empowering Humanity-How AI is Shaping a Brighter Future,in JavaIBM TechXchange|2025 IBM Corporation1#IBMTechXchangeAgenda2.Live Demo of AI in Java 1.Why Java for AI3.How AI is Shaping a Brighter FutureIBM TechXchange|2025 IBM Corpo

2、ration2SpeakersJohn Doyle Director of Product Management for Runtimes IBM IBM TechXchange|2025 IBM Corporation3Shane ORourkeProgram Director of Product Management for Java IBM Richard FichtnerCEO at XDEV Software,Java Champion,Founder JUG Oberpfalz,Co-organizer JCON,IBM ChampionThe Evolution of Java

3、30 Years of Java Innovation,and set for a bright futureEnterprise J2EE,servlets,JSP,EJB Application servers Monoliths Reliability,portability,securityCloud NativeAI-Infused&AgenticAutonomous Rise of frameworks Containers,Kubernetes Microservices Faster startup,smaller footprint GenAI integrations Ag

4、entic design patterns:orchestration,workflows,multi-agent systems Evolution into“self-healing”and“self-optimizing”Quantum-safe cryptography and post-quantum readinessScalability:Javas robust,multi-threaded architecture and optimized performance are ideal for large-scale AI systems that handle vast a

5、mounts of data.Mature Ecosystem:Java has a rich ecosystem of enterprise-grade tools,frameworks,and libraries for data processing,making it an excellent choice for AI systems.Performance:Javas Just-In-Time(JIT)compiler and multi-threading capabilities provide performance advantages for AI workloads.S

6、ecurity:Built-in security features,such as secure class loading,make Java a solid choice for sensitive AI applications.Stability and Maintainability:Javas long-term support,backward compatibility,and stability are crucial for maintaining AI systems in regulated industries over extended periods.Devel

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根据《IBM TechXchange 2025 conference》内容,以下是全文关键点: 1. **Java在AI领域的优势**: - Java的稳定性和成熟生态系统使其成为AI系统的理想选择。 - Java的多线程架构和优化性能适合处理大规模AI系统。 - Java的安全特性适用于敏感AI应用。 2. **Quarkus在AI中的应用**: - Quarkus提供高性能Java,降低运营成本,提高开发者生产力。 - Quarkus与LangChain4J集成,简化LLM集成。 3. **LangChain4J**: - 提供统一API、工具箱和示例,支持Quarkus和其他Java框架。 4. **案例研究**: - Parasol公司利用AI自动化处理保险索赔,提高效率和客户满意度。 - BYLES应用通过数字工具帮助教师诊断学生阅读能力。 5. **技术亮点**: - Quarkus在性能和内存使用上优于传统云原生堆栈。 - 使用Imperative Programming Model简化代码编写和调试。 6. **结论**: - 现代Java安全、可扩展,社区支持项目,标准优于炒作,实用技术决策带来实际价值。
未来企业新引擎?" AI集成新利器?" 企业级AI加速器?"
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