Core Viewpoint - The Guangdong Seed Industry Expo showcased over a hundred agricultural technology innovations, highlighting the province's commitment to driving industrial upgrades through technological advancements in agriculture [2][3][4]. Group 1: Agricultural Technology Innovations - The "Guangdong Agricultural Technology Innovation Achievements Exhibition" featured more than a hundred significant results, including advanced equipment and innovative technologies that demonstrate the deep integration of technological innovation and industrial development [3][4][5]. - Key innovations included a lychee-picking robot developed by South China Agricultural University, which can operate in all weather conditions, significantly reducing labor intensity and improving operational efficiency during the high-temperature harvesting season [10][11]. - The Guangdong Academy of Agricultural Sciences introduced a low-temperature dormancy preservation technology for lychees, achieving over 80% nutrient retention after one year of freezing [14][15]. Group 2: Focus Areas and Breakthroughs - Guangdong is focusing on nine key areas to tackle critical agricultural technology bottlenecks, including seed industry revitalization, disease prevention, smart equipment, value-added processing, land protection, and green low-carbon initiatives [19][20]. - Significant breakthroughs have been made in breeding new varieties of shrimp, rice, and peanuts, as well as establishing technical systems for preserving Lingnan fruits and preventing citrus greening disease [21][22]. Group 3: Smart Agriculture Trends - The trend towards smart and precise agriculture is evident, with the introduction of intelligent sensing and environmental control technologies for pig farming, optimizing feeding and environmental conditions through AI [30][31]. - In crop cultivation, mechanization and smart technologies are addressing traditional challenges, with the development of a series of agricultural machines covering the entire process from management to harvesting, applied over 111.2 million mu in the past three years [34][35]. Group 4: Industry Collaboration and Future Prospects - The exhibition showcased the collaborative efforts of 28 modern agricultural technology innovation teams and 20 award-winning agricultural technology promotion projects, reflecting Guangdong's vibrant practice of driving high-quality agricultural development through technology [27][28]. - Leading companies and research institutions, including Huawei and DJI, presented their advancements in smart agriculture, indicating a shift towards data-driven and intelligent agricultural practices that enhance productivity and sustainability [57][60].

升级后的农业科学发现大模型进一步融合自然语言交互能力，面向基因挖掘、性状预测、方案设计等场 景，支持"零代码" 自然语言分析。经初步测算，在关键研发环节中，科研人员的效率可提升10倍左 右。同时，模型支持全景研发方案智能规划，依托多智能体协同与自动任务分解，可在约24小时内完成 超千步骤的计算与设计模拟，相关环节效率提升可达90%以上，为农业科研提供高效、可溯源、可复制 的智能系统支撑。 据悉，本次升级聚焦五大核心能力提升，深度赋能农业科研创新与育种产业化应用。知识库规模实现提 升，由100万+篇扩展至超200万篇+全文文献，为农业科学研究提供更高质量、更全面知识底座；数据 覆盖范围显著扩增，由30余个物种提升至超50个核心物种，数据总量超百亿条，为深度挖掘优异基因资 源提供了坚实的数据基础；平台整合了超100种专业分析工具与预测模型，优化了多智能体对工具和模 型的自主调用与编排流程；提升了全流程数智化育种模块性能，支持多维度基因功能预测与位点精准设 计，可实现了目标性状的定向改良；将智能育种能力延伸至种植管理环节，面向大田生产中的实际需 求，增加品种筛选、长势评估、病虫害识别等功能模块。 （原标题：农业科学 ...