The International Digital Economy Academy (IDEA) is a research institution
based in Shenzhen, China. Founded in November 2020, IDEA is an innovative
research organization focused on artificial intelligence and the digital
economy. The academy was established under the leadership of Dr. Harry Shum
(Heung-Yeung Shum), a globally recognized computer scientist and former
Executive Vice President of Microsoft, where he led the company's Artificial
Intelligence and Research Group.
IDEA is located in the Guangdong-Hong Kong-Macao Greater Bay Area, a region
that has become a significant hub for technology innovation and development
in China. The institution positions itself as a platform that bridges
cutting-edge academic research with practical industrial applications,
aiming to advance the frontiers of AI technology while translating research
outcomes into products and services that benefit society and the economy.
Mission and Focus
The core mission of IDEA centers on conducting fundamental and applied
research in artificial intelligence and the digital economy. The academy
seeks to drive technological innovation, cultivate talent, and support the
transformation and upgrading of industries through digital and intelligent
technologies. It operates as an internationally oriented research entity,
collaborating with academic institutions, enterprises, and governmental
bodies to foster an ecosystem of innovation.
IDEA emphasizes the integration of research with real-world deployment,
focusing on areas where artificial intelligence can create tangible value
across sectors such as finance, healthcare, manufacturing, and public
services.
Research Areas and Divisions
IDEA organizes its work around several specialized research centers and
laboratories that concentrate on distinct domains within artificial
intelligence and digital technology. These research directions include:
Artificial Intelligence and Machine Learning
The academy conducts research into foundational AI technologies, including
deep learning, large language models, computer vision, and natural language
processing. This work forms the technical backbone of many of the academy's
applied projects and products.
Natural Language Processing
IDEA has developed capabilities in natural language understanding and
generation. The academy has worked on large-scale pretrained language
models and open-source natural language processing frameworks intended to
support both Chinese and multilingual applications.
Computer Vision and Robotics
Research in computer vision and robotics addresses areas such as object
detection, image recognition, visual understanding, and the application of
AI to robotic systems. This work supports use cases in automation,
industrial inspection, and intelligent perception.
Financial Technology
The academy explores the application of artificial intelligence and digital
technology to the financial sector, including areas such as risk management,
financial data analysis, and intelligent decision-making tools designed to
enhance efficiency and reliability in financial services.
Digital Economy Research
Beyond pure technology, IDEA studies the broader dynamics of the digital
economy, examining how digital transformation reshapes industries, markets,
and economic structures.
Products and Technologies
IDEA has produced a number of notable technologies and open-source projects
that reflect its research strengths:
Fengshenbang (Fengshen) Large Model System
One of IDEA's prominent contributions is the Fengshenbang open-source large
model system, developed by its Cognitive Computing and Natural Language
Research Center. Fengshenbang is a series of large pretrained models
oriented toward Chinese language processing and cognitive intelligence. The
project aims to provide accessible foundation models for the research
community and industry, supporting a range of natural language tasks and
downstream applications.
Computer Vision Frameworks and Toolkits
The academy has contributed open-source tools and frameworks in the domain
of computer vision, supporting object detection and other visual recognition
tasks. These toolkits are intended to accelerate research and development
for both academic and industrial users.
AI Platforms and Applied Solutions
IDEA develops applied AI solutions and platforms tailored to specific
industry needs, particularly in finance and enterprise settings. These
solutions leverage the academy's research in machine learning, natural
language processing, and data analytics to deliver intelligent capabilities
for business operations.
Talent and Collaboration
A significant aspect of IDEA's operation involves attracting and cultivating
top-tier research talent. The academy recruits researchers, engineers, and
scientists from around the world, offering an environment that combines
academic freedom with resources for practical innovation. Under Dr. Harry
Shum's leadership, IDEA has sought to build teams capable of pursuing
ambitious research goals while maintaining connections to industry needs.
The academy actively pursues collaboration with universities, technology
companies, and government agencies. These partnerships help IDEA access
diverse expertise, share knowledge, and deploy its research outputs in
real-world contexts. As an internationally focused institution, it also
engages with the global research community through open-source contributions
and participation in academic discourse.
Significance and Position
IDEA occupies a distinctive position within China's technology and research
landscape. As a new-type research and development institution, it blends
characteristics of academic laboratories, corporate research divisions, and
innovation incubators. Its location in Shenzhen places it at the heart of
one of China's most dynamic technology ecosystems, providing proximity to
manufacturing capabilities, capital, and a dense network of technology
enterprises.
The academy's emphasis on both foundational research and practical
application reflects a broader trend in the technology sector, where the gap
between laboratory breakthroughs and commercial deployment is increasingly
being closed by institutions designed to operate across both worlds. Through
its research centers, open-source projects, and industry engagements, IDEA
contributes to the advancement of artificial intelligence technologies and
the ongoing development of the digital economy in China and beyond.
Summary
The International Digital Economy Academy is a Shenzhen-based research
institution dedicated to artificial intelligence and digital economy
research. Founded in 2020 and led by Dr. Harry Shum, IDEA pursues research
across machine learning, natural language processing, computer vision,
robotics, and financial technology. Its notable outputs include the
Fengshenbang open-source large model system and various computer vision
tools. By combining fundamental research with applied innovation and
fostering international collaboration, IDEA aims to advance AI technology and
support the digital transformation of industries.
