人工智能发展报告（2021～2022）
| 书 名： |
人工智能发展报告（2021～2022） |
| 英 文 名： |
ANNUAL REPORT ON THE DEVELOPMENT OF ARTIFICIAL INTELLIGENCE （2021-2022）
|
| 作 者： |
赵岩 |
| I S B N： |
978-7-5228-0438-5 |
| 丛 书 名： |
工业和信息化蓝皮书
订阅
|
| 关 键 词： |
人工智能 AI技术 人工智能产业链 产业变革 |
| 出版日期： |
2022-11-01 |
中文摘要
当前，全球新一轮科技革命和产业变革持续进行，以人工智能为代表的新一代信息技术深刻地改变了人们的生产生活方式，对全球经济发展、社会进步等方面产生了深刻的影响。各国高度重视人工智能发展，制定了一系列的战略规划、政策举措和法律法规来推动和规范人工智能产业发展。2021年，各国纷纷加快在人工智能治理和安全应用方面的布局，力促人工智能健康发展，为经济社会发展和民生福祉改善服务。
人工智能技术持续创新发展。2021年，人工智能芯片在先进封装集成、神经形态架构持续演进等多技术同步推动下，获得更多落地场景。智能语音技术突破加快，多数语音技术进入稳步爬升期，基础技术演进持续推进，情感语音合成成为研究重点。计算机视觉技术发展迈入纵深阶段，已经扩展到人脸识别、活体检测、物体检测识别、行为识别、医学影像诊断等诸多方面。自然语言处理技术在超大规模预训练模型、训练范式和训练效率等方面继续实现突破，适用性和效率进一步提升，带动下游知识图谱、智能语音等技术的发展。自动驾驶路线逐渐清晰，技术实现加速迭代，自动驾驶产业正在加快商业落地进程。
人工智能与实体经济融合创新加速。2021年，人工智能不断拓展在工业质检、医疗数字化转型、城市治理等领域的创新应用。在工业质检领域，人工智能在3C电子、半导体、汽车制造等行业取得显著成效，正向钢铁、纺织、药品、食品等更多新兴应用场景拓展。在医疗数字化转型方面，人工智能医疗向多疾病多科室横向拓展与纵向深挖，自然语言理解技术加速应用，人工智能医疗应用从早期浮现阶段进入深入探索阶段。在城市治理领域，人工智能成为推动城市治理手段、治理模式创新的关键要素，驱动城市治理从被动治理向主动治理转变。
为全面把握2021年全球人工智能产业、技术和应用的发展态势，总结研判人工智能产业发展面临的一系列问题和挑战，国家工业信息安全发展研究中心编写了《人工智能发展报告（2021～2022）》，从多角度对2021年全球人工智能产业发展情况展开研究分析，并就人工智能投融资、人工智能计算平台、人工智能助力“双碳”、人工智能人才及人工智能基础数据服务等方面进行了专题论述，对2021年我国人工智能技术和应用典型案例、全球产业链各环节布局、人工智能领域大事记进行了总结梳理。
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