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Hybrid Intelligence Design Lab (Knowledge Sharing Infrastructure Research Group)
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A lab that designs hybrid intelligence, which combines human and AI knowledge.
AboutAbout the lab
Bringing together AI and human intelligence to tackle difficult problems.
The Hybrid Intelligence Design Lab aims to establish a science and technology of designing "hybrid intelligence," which combines AI, humans, and big data.
The lab's stated goal is to solve difficult problems facing humanity, such as disaster prevention, health, education, the environment, hunger, and poverty, by bringing together the intelligence of people and computers.
Led by its students, the lab develops Crowd4U, a crowdsourcing platform, and carries out research that uses it.
The lab's website also introduces it under the name "Morishima-Ito Lab."
Key terms
- Crowdsourcing
- A method of solving problems by outsourcing tasks to a large, undefined group of people.
- Human computation
- A method of solving problems that are hard even for AI by using human cognitive and physical abilities as computing resources.
- Crowd4U
- A crowdsourcing platform developed mainly by the lab's students.
NewsLab news
Lab information session (10/15) and Open Lab (through 10/29) held
Paper receives Best Research Paper Runner-Up award at ISCRAM 2026
Paper accepted to ISCRAM 2026
Student Presentation Award won at DEIM 2026
Paper accepted to The VLDB Journal
ResearchResearch themes
The lab conducts basic and applied research aimed at solving problems that have been unsolvable so far, by combining AI such as machine learning with the many people who can take part over a network. Its research keywords are crowdsourcing and human computation, and its projects include saving people during natural disasters and building a society where people with and without disabilities live together.
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MembersFaculty
The members of the Hybrid Intelligence Design Lab consist of faculty members, staff, researchers, and doctoral, master's, and undergraduate students.As of 2026
- ProfessorAtsuyuki Morishima
- Assistant ProfessorHiroyoshi Ito
- Assistant ProfessorArkaprava Saha
- Project Assistant ProfessorZhelin Xu
- Project Assistant ProfessorJiachuan Wang
VoicesStudent voices
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Report an errorAbout the images
The top and research theme images are illustrative and were not taken at the lab. They are cropped from Wikimedia Commons images. Cropped CC BY-SA images are provided under the same CC BY-SA license as the original (version shown on each line).
- Top image: “Technician with laptop working on server rack at NERSC” Derrick Coetzee from Berkeley, CA, USA / CC0 (cropped)
- Research centered on Crowd4U: “Collaborative work” Leo Jiménez (@leojimenezcr) / CC BY 4.0 (cropped)
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- Related lab (Applied Mathematical Systems Lab): “Wind turbine in full 01” Lauri Veerde / CC BY-SA 4.0 (cropped)
- Related lab (Fusion Intelligence Design Lab): “Young people texting on smartphones using thumbs” Tomwsulcer / CC0 (cropped)
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