《知產人物 IP PEOPLE》對話商湯絕影王曉剛：科技領航，AI普惠生活

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“《知產人物 IP PEOPLE》英文國際期刊就人工智能這個熱門話題與商湯科技聯合創始人、首席科學家、絕影智能汽車事業群總裁王曉剛進行了深入交流，探討了商湯的科研新成果與未來發展方向，近距離感受到了國內人工智能的成長?！?/strong>

來源：IPRdaily中文網（iprdaily.cn）

《知產人物 IP PEOPLE》英文國際期刊

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

隨著AI時代的到來，人類文明再次迎來新一輪革新，人工智能也逐漸成為了資本競逐的賽道。先進、便捷、智能、高效、科技——這是一個充滿現代氣息與未來憧憬的行業，我們可以看到，AI正在改變著人類的生活方式。

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，阿爾法圍棋以4：1的總比分戰勝世界圍棋冠軍、職業九段棋手李世石后，人工智能這項產業如雨后春筍般掘地而起。在千巖競秀的新賽道里，商湯科技憑借著頂尖的科學家團隊和強大的科技實力突出重圍，在不到十年的時間里，成為了亞洲智能軟件企業中的翹楚。

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機器視覺作為人工智能領域的核心技術之一，為我國實施智能制造戰略提供了重要的技術支撐。商湯創始團隊專注于人工智能計算機視覺領域已超過20年，持續的投入讓商湯在這領域積累了眾多原創技術能力，并在國內人工智能加速商業落地的洪潮中抓住了資本市場機遇。2021年12月30日，商湯成功在港交所上市，成為中國AI的第一股，硬科技背后的價值持續得到資本方的認可與期待。

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.

智慧商業、智慧城市、智慧生活、智能汽車是商湯四大核心業務板塊，從商湯發布的2021年年報來看，四大板塊過去一年的營收均實現了數字增長。當今，智能駕駛的時代已經到來，智能汽車作為商湯四大核心業務板塊之一，無人駕駛也一直是長期研究的重點。2021年，商湯推出了SenseAuto絕影智能汽車平臺，在智能駕駛、智能座艙、車路協同、L4級無人駕駛、無人駕駛小巴推進全線產品化商用。商湯接下來也將利用絕影平臺使城市交通管理、物流運輸、出行服務等變得便捷，將AI更好地賦能于行業和人們智能出行的需求。

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，《知產人物 IP PEOPLE》英文國際期刊就人工智能這個熱門話題與商湯科技聯合創始人、首席科學家、絕影智能汽車事業群總裁王曉剛進行了深入交流，探討了商湯的科研新成果與未來發展方向，近距離感受到了國內人工智能的成長。

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

訪談摘錄 Interview excerpts

《IP PEOPLE》：商湯科技目前已經是行業領先的人工智能軟件企業，在智慧商業、智慧城市、智慧生活和智能汽車四大核心業務板塊均已處于業內領先地位，您認為商湯得以快速成長保持高質量發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?

王曉剛：得益于中國大力促進科技創新以及數字基礎設施的建設，AI 技術與實體經濟正不斷加速融合，給了包括商湯在內的人工智能企業廣闊的應用空間、場景。商湯在創立之初完成了最重要的原始人才積累，如今亦完善了人才造血機制，創始團隊很早就持續專注于人工智能計算機視覺領域，如今已超過20年。過去4年，商湯累計研發投入超80億人民幣。持續的投入，讓商湯在這一領域積累了眾多原創技術能力，并能夠更好的預判并抓住市場機遇。

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》：商湯一直以“堅持原創，讓AI引領人類進步”為使命，其中的“原創”應該怎樣理解呢？

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

王曉剛：創業之初，我們就下定決心要做真正意義上的原創，推動行業邊界。人工智能在諸多行業突破“工業紅線”，技術演進速度非?？?。當你創新的速度比別人“模仿”的速度還要快時，就能形成足夠的優勢，這個優勢在于對人才、運算工具的聚集和場景的覆蓋。做到這點，商湯就可以享受由技術突破帶來的時間窗口進而布局商業。原創帶來增量價值，商湯今天的成果，也證實了堅持做原創技術的正確性。

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》：商湯的研發投入逐年增加，研發成果的取得十分不易，在保護科技創新成果方面，商湯采取了哪些措施？

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

王曉剛：作為一家人工智能高科技企業，公司利用專利、軟著、商標商號、技術秘密等不同知識產權類型來合理保護科技創新成果。持續利用知識產權來維護市場秩序，打擊惡意侵權行為。隨著逐年增加對研發和知識產權的投入，商湯集團的專利年申請量和授權量連續5年以100%以上比例增長，在海外市場競爭中有力的保護了公司創新成果。

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.

為了創造激勵創新保護創新的氛圍，公司每年投入上千萬元獎勵創新成果的發明人或設計人，同時設立了線索舉報機制來收集市場侵權證據，從而確保公司知識產權保護的有效性。

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，商湯的全球專利資產累計11,494件，較2020年底增長了96%，請問是怎樣的契機致使專利得到了如此大幅的增長呢？

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?

王曉剛：商湯集團全球專利資產的迅猛增長源自公司對科技研發和知識產權的高度重視。2021年，公司進一步增加了對研發的投入，擴大了研發團隊規模，隨之產生了更多創新成果和知識產權保護。另外，隨著知識產權保護體系和創新激勵機制的進一步成熟，公司知識產權團隊對創新成果進行了更深入有效的發掘和布局，創新效率得到了有效提升。2021年商湯集團海外市場拓展取得了明顯突破，在海外專利布局方面明顯加大了投入，這也是專利數量繼續大幅增長的重要原因之一。

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，公司從沒有將專利資產數字作為目標，在數量增加的同時公司更加重視知識產權的質量和有效保護，在創新挖掘過程中進行嚴格評估和篩選，增加創新成果的創新性和侵權易檢測性，同時加強對授權專利的梳理和價值評估，打造高質量的商湯專利資產庫。

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》：發明專利占比高達78%，這在商湯的商業發展中有起到怎樣的作用嗎？

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

王曉剛：商湯很大比例的產品和服務體現為軟件和算法，更加適合用發明專利來加以保護，這是公司專利資產中發明專利占比較高的主要原因。事實上，幾年前公司專利資產中發明專利占比更高，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%.

我們并不會刻意追求發明專利高占比，而是以打造有效的知識產權武器為目標合理地布局公司的專利資產組合。隨著公司產品的多樣化以及對知識產權保護實踐的不斷探索，必要時公司也會充分布局實用新型專利和外觀設計專利，來對公司各種形態的產品加以全面保護，發揮它們容易檢測侵權的優勢來保護公司創新成果，這說明了公司產品序和知識產權保護理念的成熟。

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》：您一直領導人工智能產業方面的落地，在創新成果轉變為實際應用的過程中，商湯有遇到哪些問題？是否有值得參考借鑒的經驗分享呢？

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?

王曉剛：人工智能從原創研究到產業的成功落地，本身就非常依賴于產學研的相互作用與密切配合。商湯對于“AI的長期發展離不開前沿技術的持續研究”有著深入的認識。我們與 50 多所高校建立了合作，同時建立了15個校企聯合實驗室，來打造“產學研”協同模式，將實驗室的學術研究課題與產業應用中的實際問題相結合，不僅打通了技術創新到產業應用之間的橋梁，更實現人才從學術研究到應用研究的一體化培養。

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.

在商湯，我們基于原創技術和市場洞察，探索出了獨具特色的商湯模式，即“1（基礎研究）+1（產品及解決方案）+X（行業）”模式。具體而言，我們不斷把突破“工業紅線”的學術成果落地在有需求的行業中，而不斷升級的行業需求又會促使研究者進一步探究，并最終形成一個良性循環，為行業智能化轉型注入新動能。

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》：商湯科技在2021年登榜全球智能駕駛專利Top10，也推出了商湯絕影智能汽車平臺，那么在智能汽車領域，您認為商湯的主要競爭優勢在哪里？

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?

王曉剛：智能汽車正在從傳統的“制造”到“制造+服務”模式轉變。汽車要變得更加“聰明”，需要產業鏈各方緊密協同，找到一條讓技術以低成本且高效的方式去豐富汽車智能應用場景的通道。背靠商湯深厚的學術積累與行業領先的全棧式人工智能能力，絕影智能汽車平臺以SenseCore商湯AI大裝置為基石，打通算法、算力和平臺，大幅降低人工智能生產要素價格，實現高效率、低成本、規?；腁I創新和落地。

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，商湯絕影已經實現AI生產效率行業第一，并形成了量產智能駕駛、智能車艙、自動駕駛功能車、車路協同、賦能引擎的全套產品矩陣，具備了相對完備的測試和數據積累體系。此外，絕影還與商湯豐富的行業板塊實現相互協同。以智慧生活板塊與絕影的聯動來舉例，2021年世界人工智能大會，絕影也首次結合相關虛實融合技術，在2021世界人工智能大會上推出了世界上第一款自動駕駛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，通過與諸多國內外頂尖車企客戶的磨合，商湯逐漸熟悉了主機廠的整套技術流程，質量標準體系，為技術深入落地打下堅實基礎。截至2021年，商湯絕影已簽約合作的車企客戶超30家，合作的前裝定點數量也達到2300萬臺。

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.

在智能汽車領域，健全的質量體系意味著行車安全、交互流暢。絕影自2016年開始探索智能汽車領域以來，不斷執行嚴苛的質量管理，2016年，商湯率先通過ISO9001認證；2019、2020年先后通過ASPICE CL1和CL2等級認證，是亞洲最早拿到ASPICE認證的AI平臺公司。

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，商湯完成組織架構升級，成立智能汽車事業群，更大力度發展智能汽車業務，致力于將絕影打造為汽車行業內最具影響力的AI賦能平臺，引領汽車行業的智能化變革。

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領域，人才是各國各大企業都持續爭奪的重要資源。據了解，商湯科技的研發人才隊伍占員工總數的70%，在科技企業中已經是相當高的占比數，那么對于研發人才，商湯科技是如何建設人才體系，激發創新活力的呢？

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?

王曉剛：商湯從成立之日起，就堅持以人才發展為根本，積極投入大量資源，搭建符合員工職業發展路徑及全生命周期的學習體系。為夯實員工的職業發展體系，職業發展中心為員工提供不同階段、不同崗位的專業力培訓。針對校招新員工，安排了AI領航員和AI先鋒等學習項目，集中賦能與在崗培訓實踐聯動，助力員工提升崗位勝任力；面向社招員工，商湯建設了豐富的線上學習內容以及線下集中培訓。

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.

公司組織頂尖專家團隊，開發各專業方向微課，同時，輔助公司的通用力培訓體系，匹配內外專家講授的軟技能課程，全面提升員工的綜合能力。面向不同發展階段的管理者，基于商湯自身的領導力模型，結合豐富的內外部資源，我們設計了面向不同層級管理者的領導力發展體系。同時建設線上學習平臺，通過持續不斷的賦能員工，商湯著力在新時代下打造學習型組織，促進員工和公司的共同發展。

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熱的名詞之一，眾多全球科技巨頭都在AI領域投入了巨大的研發力度。在您看來，目前中國的AI技術發展在全球來看處于怎樣的水平？

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?

王曉剛：從整個人工智能發展歷史來看，雖然中國屬于后來者，但在諸多政策的積極推動下，國內人工智能呈現出基礎技術研究發展迅速、人工智能研究人群快速擴大等特點。以商湯為例，從量化產出來看，截至 2021 年底，商湯累計擁有 11494 件全球專利資產，相較于 2020 年底增長 96%，其中 78% 為發明專利。同時，作為創新副產品，商湯團隊發布了600多篇計算機視覺深度學習的頂尖論文，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技術落地方面，國內海量的市場規模為“AI+”，帶來了得天獨厚的環境，提供了豐厚的應用土壤，這是國內的又一大優勢。與此同時我們也應該看到，我們在體系化、基礎理論及源頭創新上仍有不足，國產化硬件生態及人工智能技術工具鏈與國外仍有差距。

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》：我們未來還需要繼續做出哪些努力？

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

王曉剛：要秉持長線思維，重視核心人才培養，強調原創學術研究；頂級人才的聚集和后續專業人才的儲備，對中國原創AI產業的發展有著舉足輕重的作用。同時探索更多場景，已落地應用倒逼原創技術前進：中國市場對新技術、新應用的接受速度快，能夠快速衍生出豐富的場景需求。往往應用的推進，也會對這項技術提出更多超前的、突破性的問題。

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》：多年前您曾說過，AI會給人類帶來新機會，發展至今，您覺得未來AI技術還將會如何影響人類？

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?

王曉剛：經過學術界、產業界、政府側等相關方過去數年的共同努力，人工智能正快速深入企業的生產制造環節及普羅大眾的生活，帶來了諸多智能化變革。借助AI大裝置和大數據技術突破，AI加速了我們對于真理的探索。正是人工智能所帶來的創新范式的轉換，讓人類第一次擺脫了對自我認知的依賴。

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.

同時我們也要注意到，科技創新來源于對過往認知的顛覆，因此要給科技發展以規矩，用倫理的框架守住技術底線、設置發展的方向，激勵正向的技術創新。

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.

人工智能要帶來普適、普惠、公平，首先要將當今時代的生產要素成本大幅降低，使得原本我們獲取不到的教育資源、醫療資源等，更好、更廉價、更公平地開放給全社會。同時，要有意識地去關懷弱勢群體。只有這樣，技術才能更好地造福人類，實現AI向善，普惠眾人。

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"

（原標題：對話商湯絕影王曉剛：科技領航，AI普惠生活）

來源：IPRdaily中文網（iprdaily.cn）

        《知產人物 IP PEOPLE》英文國際期刊

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注：原文鏈接：《知產人物 IP PEOPLE》對話商湯絕影王曉剛：科技領航，AI普惠生活（點擊標題查看原文）

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