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“《知产人物 IP PEOPLE》英文国际期刊就人工智能这个热门话题与商汤科技联合创始人、首席科学家、绝影智能汽车事业群总裁王晓刚进行了深入交流，探讨了商汤的科研新成果与未来发展方向，近距离感受到了国内人工智能的成长。”

来源：IPRdaily中文网（iprdaily.cn）

《知产人物 IP PEOPLE》英文国际期刊

A Talk with Wang Xiaogang at SenseTime: Leverage leading AI for good

随着AI时代的到来，人类文明再次迎来新一轮革新，人工智能也逐渐成为了资本竞逐的赛道。先进、便捷、智能、高效、科技——这是一个充满现代气息与未来憧憬的行业，我们可以看到，AI正在改变着人类的生活方式。

The advent of AI starts a new chapter of human civilization. Gradually AI has become a new arena where businesses compete for dominance. Characterized by sophistication, convenience, intelligence, efficiency, and technology, the modern and promising AI industry is changing people’s lives.

2016年，阿尔法围棋以4：1的总比分战胜世界围棋冠军、职业九段棋手李世石后，人工智能这项产业如雨后春笋般掘地而起。在千岩竞秀的新赛道里，商汤科技凭借着顶尖的科学家团队和强大的科技实力突出重围，在不到十年的时间里，成为了亚洲智能软件企业中的翘楚。

After a remarkable 4-1 victory in 2016 when AlphaGo, a computer Go program, defeated the 9-dan professional and world champion Lee Sedol, AI startups have sprung up around the world. Backed by its team of top scientists and strong technological strength, SenseTime has survived the cut-throat competition in the AI industry and turned into a leading intelligent software vendor in Asia within less than a decade.

AI机器视觉作为人工智能领域的核心技术之一，为我国实施智能制造战略提供了重要的技术支撑。商汤创始团队专注于人工智能计算机视觉领域已超过20年，持续的投入让商汤在这领域积累了众多原创技术能力，并在国内人工智能加速商业落地的洪潮中抓住了资本市场机遇。2021年12月30日，商汤成功在港交所上市，成为中国AI的第一股，硬科技背后的价值持续得到资本方的认可与期待。

One of the core technologies of AI, machine vision provides tremendous technological support for the implementation of China’s smart manufacturing strategy. SenseTime’s founding team has specialized in computer vision for over 20 years. Their continuing input in this field has translated into an extensive portfolio of original technologies and enabled the company to grab the opportunities for fundraising amid the wave of AI commercialization in China. On December 30, 2021, SenseTime was successfully listed on Hong Kong Stock Exchange and became the first AI company to go public in China. This demonstrates investors’ confidence in and expectations of the value of hard & core technology.

智慧商业、智慧城市、智慧生活、智能汽车是商汤四大核心业务板块，从商汤发布的2021年年报来看，四大板块过去一年的营收均实现了数字增长。当今，智能驾驶的时代已经到来，智能汽车作为商汤四大核心业务板块之一，无人驾驶也一直是长期研究的重点。2021年，商汤推出了SenseAuto绝影智能汽车平台，在智能驾驶、智能座舱、车路协同、L4级无人驾驶、无人驾驶小巴推进全线产品化商用。商汤接下来也将利用绝影平台使城市交通管理、物流运输、出行服务等变得便捷，将AI更好地赋能于行业和人们智能出行的需求。

According to SenseTime’s 2021 annual report, its four business domains, namely Smart Business, Smart City, Smart Life, and Smart Auto, all achieved revenue growth over the past year. Autonomous driving technology has been a long-term focus of SenseTime’s research effort to reach the technology frontier in the driverless era. In 2021, SenseTime launched SenseAuto—an intelligent automotive application platform—to commercialize its full line of products, including smart pilot system, smart cabin system, vehicle-to-everything (V2X) system, L4 autonomous driving system, and autonomous minibus system. SenseTime will leverage the SenseAuto platform to harness the power of AI to meet the demands of people and industries by providing convenient solutions for urban traffic management, logistics and transport, and traveling.

近期，《知产人物 IP PEOPLE》英文国际期刊就人工智能这个热门话题与商汤科技联合创始人、首席科学家、绝影智能汽车事业群总裁王晓刚进行了深入交流，探讨了商汤的科研新成果与未来发展方向，近距离感受到了国内人工智能的成长。

Recently, IP PEOPLE had an in-depth conversation on AI with Wang Xiaogang, Co-founder and Chief Scientist at SenseTime, and President of SenseAuto Business Unit. During the interview, Dr. Wang shared the latest R&D outcomes and future direction of SenseTime, and the AI development in China.

《IP PEOPLE》 Issue 1

Editor：Wei Lyu

访谈摘录 Interview excerpts

《IP PEOPLE》：商汤科技目前已经是行业领先的人工智能软件企业，在智慧商业、智慧城市、智慧生活和智能汽车四大核心业务板块均已处于业内领先地位，您认为商汤得以快速成长保持高质量发展的主要原因是什么？

IP PEOPLE: SenseTime has become an industry-leading AI software provider, and the four core business domains—Smart Business, Smart City, Smart Life, and Smart Auto—are all among the best in the industry. What is the main reason behind SenseTime’s rapid and high-quality development?

王晓刚：得益于中国大力促进科技创新以及数字基础设施的建设，AI 技术与实体经济正不断加速融合，给了包括商汤在内的人工智能企业广阔的应用空间、场景。商汤在创立之初完成了最重要的原始人才积累，如今亦完善了人才造血机制，创始团队很早就持续专注于人工智能计算机视觉领域，如今已超过20年。过去4年，商汤累计研发投入超80亿人民币。持续的投入，让商汤在这一领域积累了众多原创技术能力，并能够更好的预判并抓住市场机遇。

Wang Xiaogang: Thanks to China’s big efforts to stimulate technological innovation and develop digital infrastructure, AI technology is integrating with the real economy at an increasingly fast pace. This has provided AI companies, including us, with enormous opportunities and scenarios for technology application. We formed teams essential to our business when we founded SenseTime and have gradually improved the talent cultivation system. Our founding team has been focusing on computer vision for more than 20 years so far. In the past four years, we invested RMB 8 billion in R&D. The ongoing input allows us to accumulate original technological capabilities, and better forecast and grab the market opportunity.

《IP PEOPLE》：商汤一直以“坚持原创，让AI引领人类进步”为使命，其中的“原创”应该怎样理解呢？

IP PEOPLE: “To create a better AI-empowered future through innovation” has been SenseTime’s mission. What does “innovation” mean to SenseTime?

王晓刚：创业之初，我们就下定决心要做真正意义上的原创，推动行业边界。人工智能在诸多行业突破“工业红线”，技术演进速度非常快。当你创新的速度比别人“模仿”的速度还要快时，就能形成足够的优势，这个优势在于对人才、运算工具的聚集和场景的覆盖。做到这点，商汤就可以享受由技术突破带来的时间窗口进而布局商业。原创带来增量价值，商汤今天的成果，也证实了坚持做原创技术的正确性。

Wang Xiaogang: We decided to pursue innovation to push the boundaries of the industry in the early days of our company. AI has scaled up efficiency in many industries and is evolving at a very fast speed. We would gain a competitive edge over others if we innovate faster than they copy us, and innovation is achieved with talent, tools, and coverage of user scenarios. If we can accomplish that, we would be able to utilize the time that our rivals need to catch up with us to plan for our business. Innovation brings incremental value. Our achievement has validated our choice of technology innovation.

《IP PEOPLE》：商汤的研发投入逐年增加，研发成果的取得十分不易，在保护科技创新成果方面，商汤采取了哪些措施？

IP PEOPLE: SenseTime’s investment in R&D has increased year by year. What has SenseTime done to protect the hard-won technological innovations?

王晓刚：作为一家人工智能高科技企业，公司利用专利、软著、商标商号、技术秘密等不同知识产权类型来合理保护科技创新成果。持续利用知识产权来维护市场秩序，打击恶意侵权行为。随着逐年增加对研发和知识产权的投入，商汤集团的专利年申请量和授权量连续5年以100%以上比例增长，在海外市场竞争中有力的保护了公司创新成果。

Wang Xiaogang: As an AI company, we protect our innovations through different intellectual property (IP) rights, such as patent, software copyright, trademark, trade name, and know-how. We believe in the power of IPR to maintain market order and crack down on malicious infringement. With increasing investment in R&D and IP year by year, the number of our annual patent applications and that of patent licenses we grant have increased by more than 100% for five consecutive years, which offered effective protection of our innovations in overseas markets.

为了创造激励创新保护创新的氛围，公司每年投入上千万元奖励创新成果的发明人或设计人，同时设立了线索举报机制来收集市场侵权证据，从而确保公司知识产权保护的有效性。

To create an atmosphere that encourages and protects innovation, we give rewards worth over RMB 10 million each year to inventors or designers of innovations. In addition, we have established a reporting system to collect infringement evidence and ensure the effectiveness of our IP protection.

《IP PEOPLE》：截至2021年底，商汤的全球专利资产累计11,494件，较2020年底增长了96%，请问是怎样的契机致使专利得到了如此大幅的增长呢？

IP PEOPLE: As of the end of 2021, SenseTime had 11,494 global patents, a 96% increase compared to 2020. What triggered such a significant increase in patents?

王晓刚：商汤集团全球专利资产的迅猛增长源自公司对科技研发和知识产权的高度重视。2021年，公司进一步增加了对研发的投入，扩大了研发团队规模，随之产生了更多创新成果和知识产权保护。另外，随着知识产权保护体系和创新激励机制的进一步成熟，公司知识产权团队对创新成果进行了更深入有效的发掘和布局，创新效率得到了有效提升。2021年商汤集团海外市场拓展取得了明显突破，在海外专利布局方面明显加大了投入，这也是专利数量继续大幅增长的重要原因之一。

Wang Xiaogang: It is a result of SenseTime’s tremendous effort in technological R&D and IP protection. In 2021, we ramped up investments in R&D and expanded our R&D team, yielding more innovations and intellectual properties. With further improvement of the IP protection system and innovation incentive mechanism, our IP team dug deeper into our innovations and made effective plans for their development. As a result, the innovation efficiency has significantly improved. In 2021, we made great breakthroughs in overseas market expansion and substantially increased investment in patent portfolio planning overseas, which also contributed to the surge in the number of patents.

但是，公司从没有将专利资产数字作为目标，在数量增加的同时公司更加重视知识产权的质量和有效保护，在创新挖掘过程中进行严格评估和筛选，增加创新成果的创新性和侵权易检测性，同时加强对授权专利的梳理和价值评估，打造高质量的商汤专利资产库。

The number looks good, but it is never our goal. In fact, we attach more importance to the quality and effective protection of IP than quantity. We are committed to building a high-quality patent portfolio by rigorously evaluating and screening the innovations to make them more patentable and make it easier to detect infringements, and by strengthening the organization and value assessment of granted patents.

《IP PEOPLE》：发明专利占比高达78%，这在商汤的商业发展中有起到怎样的作用吗？

IP PEOPLE: With 78% of the patents being inventions, what role has this played in SenseTime’s business development?

王晓刚：商汤很大比例的产品和服务体现为软件和算法，更加适合用发明专利来加以保护，这是公司专利资产中发明专利占比较高的主要原因。事实上，几年前公司专利资产中发明专利占比更高，一度接近90%。

Wang Xiaogang: Primarily, a high proportion of SenseTime’s products and services are software and algorithms, which render them to be patented as inventions. A few years ago, the percentage of invention patents was even higher, hitting nearly 90%.

我们并不会刻意追求发明专利高占比，而是以打造有效的知识产权武器为目标合理地布局公司的专利资产组合。随着公司产品的多样化以及对知识产权保护实践的不断探索，必要时公司也会充分布局实用新型专利和外观设计专利，来对公司各种形态的产品加以全面保护，发挥它们容易检测侵权的优势来保护公司创新成果，这说明了公司产品序和知识产权保护理念的成熟。

However, this is not what we are after. We aim at using IP as an effective business weapon through reasonable planning for the company’s patent portfolio. Continuing to expand our product range and explore IP protection practices, we will make strategic planning for the utility model and design patent portfolios when necessary, in order to ensure adequate protection of various types of products. It is easy to identify infringing utility model and design patents, and we will make full use of this to defend our IP. This demonstrates the maturity of our product series and IP protection policy.

《IP PEOPLE》：您一直领导人工智能产业方面的落地，在创新成果转变为实际应用的过程中，商汤有遇到哪些问题？是否有值得参考借鉴的经验分享呢？

IP PEOPLE: You have been leading SenseTime’s AI development. What challenges have you encountered during the transformation of innovations into practical applications? Could you share your experience?

王晓刚：人工智能从原创研究到产业的成功落地，本身就非常依赖于产学研的相互作用与密切配合。商汤对于“AI的长期发展离不开前沿技术的持续研究”有着深入的认识。我们与 50 多所高校建立了合作，同时建立了15个校企联合实验室，来打造“产学研”协同模式，将实验室的学术研究课题与产业应用中的实际问题相结合，不仅打通了技术创新到产业应用之间的桥梁，更实现人才从学术研究到应用研究的一体化培养。

Wang Xiaogang: The development of AI, from original research to product creation, depends heavily on industry-university-research cooperation. Highly aware of the fact that “the sustainable development of AI would be impossible without the continuous research on cutting-edge technology”, SenseTime has formed partnerships with more than 50 universities and established 15 joint laboratories for industry-university-research collaboration. By associating the research topics in laboratories with practical problems in industrial applications, we have built a bridge between technological innovation and industrial application, and enabled talent training that combines academic research and applied research.

在商汤，我们基于原创技术和市场洞察，探索出了独具特色的商汤模式，即“1（基础研究）+1（产品及解决方案）+X（行业）”模式。具体而言，我们不断把突破“工业红线”的学术成果落地在有需求的行业中，而不断升级的行业需求又会促使研究者进一步探究，并最终形成一个良性循环，为行业智能化转型注入新动能。

Based on our original technologies and insight into the market, we have created a unique model, namely “1 (basic research) + 1 (products and solutions) + X (industry)”. Specifically, we keep bringing research breakthroughs to industries in need, and industries’ growing demands for more advanced technology will prompt researchers to keep expanding the frontier of knowledge. As a result, a virtuous circle is formed to inject vitality into the intelligent transformation of industries.

《IP PEOPLE》：商汤科技在2021年登榜全球智能驾驶专利Top10，也推出了商汤绝影智能汽车平台，那么在智能汽车领域，您认为商汤的主要竞争优势在哪里？

IP PEOPLE: In 2021, SenseTime was ranked among the top 10 global intelligent driving patent holders and launched SenseAuto, an intelligent automotive application platform. What is the main competitive advantage of SenseTime?

王晓刚：智能汽车正在从传统的“制造”到“制造+服务”模式转变。汽车要变得更加“聪明”，需要产业链各方紧密协同，找到一条让技术以低成本且高效的方式去丰富汽车智能应用场景的通道。背靠商汤深厚的学术积累与行业领先的全栈式人工智能能力，绝影智能汽车平台以SenseCore商汤AI大装置为基石，打通算法、算力和平台，大幅降低人工智能生产要素价格，实现高效率、低成本、规模化的AI创新和落地。

Wang Xiaogang: The smart auto industry is undergoing a transformation from “manufacturing” to the “manufacturing + service” model. To make automobiles more intelligent, all parties in the industry chain need to work closely to figure out how to use technologies to enable intelligent application scenarios for automobiles in a cost-effective manner. Backed by its research experience and industry-leading full-stack AI capabilities, SenseAuto leverages the SenseCore AI infrastructure to integrate algorithms, computing power, and platforms, drastically reducing the cost of factors of production in AI and enabling efficient, low-cost AI innovation and implementation at scale.

目前，商汤绝影已经实现AI生产效率行业第一，并形成了量产智能驾驶、智能车舱、自动驾驶功能车、车路协同、赋能引擎的全套产品矩阵，具备了相对完备的测试和数据积累体系。此外，绝影还与商汤丰富的行业板块实现相互协同。以智慧生活板块与绝影的联动来举例，2021年世界人工智能大会，绝影也首次结合相关虚实融合技术，在2021世界人工智能大会上推出了世界上第一款自动驾驶AR小巴。

SenseAuto now leads the industry in AI productivity, with a full range of products developed, namely SenseAuto Pilot, SenseAuto Cabin, SenseAuto RoboX, SenseAuto Connect and SenseAuto Empower. A sound testing and data accumulation system has taken shape. Furthermore, SenseAuto can be integrated with other business domains of SenseTime. For example, SenseAuto debuted the world’s first AR-powered self-driving minibus at the 2021 World Artificial Intelligence Conference.

此外，通过与诸多国内外顶尖车企客户的磨合，商汤逐渐熟悉了主机厂的整套技术流程，质量标准体系，为技术深入落地打下坚实基础。截至2021年，商汤绝影已签约合作的车企客户超30家，合作的前装定点数量也达到2300万台。

Through cooperation with many leading auto companies at home and abroad, SenseTime has gradually mastered the entire technical process of auto makers and quality standard system, laying a solid foundation for further technology implementation. By 2021, we signed contracts with more than 30 automobile companies, and we have been selected as the supplier to pre-install our SenseAuto products for more than 23 million automobiles.

在智能汽车领域，健全的质量体系意味着行车安全、交互流畅。绝影自2016年开始探索智能汽车领域以来，不断执行严苛的质量管理，2016年，商汤率先通过ISO9001认证；2019、2020年先后通过ASPICE CL1和CL2等级认证，是亚洲最早拿到ASPICE认证的AI平台公司。

In the smart auto industry, a robust quality system can ensure safe driving and enable seamless interactions. SenseAuto has maintained strict quality management since it ventured into the smart auto industry in 2016. SenseTime got the ISO 9001 certification in 2016, and was certified with ASPICE CL1 and CL2 in 2019 and 2020 respectively, making it the first AI company in Asia to obtain the ASPICE certification.

今年一季度，商汤完成组织架构升级，成立智能汽车事业群，更大力度发展智能汽车业务，致力于将绝影打造为汽车行业内最具影响力的AI赋能平台，引领汽车行业的智能化变革。

In the first quarter of 2022, we upgraded our organizational structure and established the SenseAuto Business Unit. We will step up our efforts to develop the smart auto business and stay committed to developing SenseAuto into the most influential AI-powered platform and leading the intelligent transformation of the automobile industry.

《IP PEOPLE》：在AI领域，人才是各国各大企业都持续争夺的重要资源。据了解，商汤科技的研发人才队伍占员工总数的70%，在科技企业中已经是相当高的占比数，那么对于研发人才，商汤科技是如何建设人才体系，激发创新活力的呢？

IP PEOPLE: Talent has always been an important resource that AI companies around the world scramble for. We have learned that SenseTime’s R&D team accounts for 70% of the total number of employees, which is a rather high percentage among tech companies. So, how does SenseTime develop R&D teams to stimulate innovation?

王晓刚：商汤从成立之日起，就坚持以人才发展为根本，积极投入大量资源，搭建符合员工职业发展路径及全生命周期的学习体系。为夯实员工的职业发展体系，职业发展中心为员工提供不同阶段、不同岗位的专业力培训。针对校招新员工，安排了AI领航员和AI先锋等学习项目，集中赋能与在岗培训实践联动，助力员工提升岗位胜任力；面向社招员工，商汤建设了丰富的线上学习内容以及线下集中培训。

Wang Xiaogang: Talent development has been a top priority of SenseTime since day one. We invest a lot of resources to build a training system that fits the career development paths and the life cycle of employees. To support employees’ career advancement, our career development center provides professional training programs for employees at different stages and in different positions. For talent hired through campus recruitment, we offer various training programs such as AI Pilot and AI Pioneer, and integrate general training with on-the-job training to help employees improve their job competency. For new hires recruited through other means, we provide various online learning programs and offline centralized training.

公司组织顶尖专家团队，开发各专业方向微课，同时，辅助公司的通用力培训体系，匹配内外专家讲授的软技能课程，全面提升员工的综合能力。面向不同发展阶段的管理者，基于商汤自身的领导力模型，结合丰富的内外部资源，我们设计了面向不同层级管理者的领导力发展体系。同时建设线上学习平台，通过持续不断的赋能员工，商汤着力在新时代下打造学习型组织，促进员工和公司的共同发展。

We organize a team of top experts to develop mini-courses in various disciplines, which, along with the general training and soft skills courses taught by experts, can comprehensively enhance the capabilities of employees. Besides, we have designed a leadership development system for managers at different levels based on SenseTime’s leadership models and abundant internal and external resources. We have also developed an online learning platform. By continuously empowering employees, we strive to build a learning organization in the new era and promote the development of employees and the company.

《IP PEOPLE》：人工智能是目前全球科技界最炙手可热的名词之一，众多全球科技巨头都在AI领域投入了巨大的研发力度。在您看来，目前中国的AI技术发展在全球来看处于怎样的水平？

IP PEOPLE: AI is currently one of the top buzzwords in the tech world. Many global tech giants have made tremendous investments in the R&D of AI. How would you characterize China’s AI development when it is benchmarked against the highest level in the world?

王晓刚：从整个人工智能发展历史来看，虽然中国属于后来者，但在诸多政策的积极推动下，国内人工智能呈现出基础技术研究发展迅速、人工智能研究人群快速扩大等特点。以商汤为例，从量化产出来看，截至 2021 年底，商汤累计拥有 11494 件全球专利资产，相较于 2020 年底增长 96%，其中 78% 为发明专利。同时，作为创新副产品，商汤团队发布了600多篇计算机视觉深度学习的顶尖论文，全球排名第一。

Wang Xiaogang: Although a latecomer in AI development, China has introduced a series of policies to support the development of AI. The AI industry in China is characterized by rapid growth in basic technology research and fast expansion of the group of AI researchers. Take SenseTime for example. In terms of quantitative output, we had 11,494 global patents as of the end of 2021, a 96% increase compared to 2020, of which 78% were invention patents. SenseTime has published more than 600 top papers on deep learning for computer vision (the “by-products of innovation”), ranking first among companies around the world.

在AI技术落地方面，国内海量的市场规模为“AI+”，带来了得天独厚的环境，提供了丰厚的应用土壤，这是国内的又一大优势。与此同时我们也应该看到，我们在体系化、基础理论及源头创新上仍有不足，国产化硬件生态及人工智能技术工具链与国外仍有差距。

In terms of AI technology implementation, the huge domestic market provides favorable conditions for “AI+”—the integration of AI and industries—and generates considerable needs for AI applications. Nonetheless, we should realize that we still fall short of systematization, basic theory, and original innovation, and that we still fall behind our peers overseas in the hardware ecosystem and AI technology toolchain.

《IP PEOPLE》：我们未来还需要继续做出哪些努力？

IP PEOPLE: What efforts should we continue to make in the future?

王晓刚：要秉持长线思维，重视核心人才培养，强调原创学术研究；顶级人才的聚集和后续专业人才的储备，对中国原创AI产业的发展有着举足轻重的作用。同时探索更多场景，已落地应用倒逼原创技术前进：中国市场对新技术、新应用的接受速度快，能够快速衍生出丰富的场景需求。往往应用的推进，也会对这项技术提出更多超前的、突破性的问题。

Wang Xiaogang: We should uphold long-term thinking, take seriously the development of key talent, and underline the originality of research. Bringing together top talent and maintaining a talent pool is essential to the development of China’s AI innovation. We should also explore application scenarios and use existing applications to drive the development of original technology. The Chinese market can quickly adopt new technologies and applications, and spawn new demands for scenarios within a short time. As we facilitate the application of a technology, we would generate more demands for further advances in the technology.

《IP PEOPLE》：多年前您曾说过，AI会给人类带来新机会，发展至今，您觉得未来AI技术还将会如何影响人类？

IP PEOPLE: Years ago, you said that AI would bring new opportunities to humanity. And as the industry evolves, how will AI technology impact humanity in the future?

王晓刚：经过学术界、产业界、政府侧等相关方过去数年的共同努力，人工智能正快速深入企业的生产制造环节及普罗大众的生活，带来了诸多智能化变革。借助AI大装置和大数据技术突破，AI加速了我们对于真理的探索。正是人工智能所带来的创新范式的转换，让人类第一次摆脱了对自我认知的依赖。

Wang Xiaogang: Through the joint efforts of academia, enterprises, government, and other relevant parties in the past few years, AI is rapidly penetrating into manufacturing and people’s everyday life, driving numerous intelligent transformations. Based on AI infrastructure and breakthroughs in big data technology, AI has accelerated our pursuit of truth. It is the AI-enabled change in the innovation paradigm that has freed humans from their dependence on self-awareness for the first time.

同时我们也要注意到，科技创新来源于对过往认知的颠覆，因此要给科技发展以规矩，用伦理的框架守住技术底线、设置发展的方向，激励正向的技术创新。

We should also notice that technological innovation often comes from the demolition of existing knowledge. It is, therefore, necessary to set rules for technological development, establish an ethical framework for technology, and guide the direction of development to stimulate technological innovations that bring positive changes.

人工智能要带来普适、普惠、公平，首先要将当今时代的生产要素成本大幅降低，使得原本我们获取不到的教育资源、医疗资源等，更好、更廉价、更公平地开放给全社会。同时，要有意识地去关怀弱势群体。只有这样，技术才能更好地造福人类，实现AI向善，普惠众人。

If we want AI to bring universal benefits, inclusiveness, and fairness, we must substantially reduce the cost of the factors of production, so that resources such as education and healthcare that were previously not accessible can be made available to the whole society in a better, more affordable, and fairer manner. At the same time, we must care for the disadvantaged. Only in this way can we use technology to better benefit all human beings and leverage AI for the greater social good.

"Record those who has made remarkable contributions to Intellectual Property"

（原标题：对话商汤绝影王晓刚：科技领航，AI普惠生活）

来源：IPRdaily中文网（iprdaily.cn）

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注：原文链接：《知产人物 IP PEOPLE》对话商汤绝影王晓刚：科技领航，AI普惠生活（点击标题查看原文）

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