An ICAI Lab is a research collaboration between one or multiple industrial, governmental or not-for-profit partner(s) on the one hand and one or multiple knowledge institute(s) on the other hand.
The lifetime of an ICAI Lab is 5 years. PhD students are hired for a 4-year period, but experience teaches us that it will not be possible to let them all start on the same day.
An ICAI Lab has a minimum size of 5 PhD students with a Lab Manager (typically at the Assistant Professor level) and a governance structure. Additional staff may be part of the setup, such as software engineers, postdocs, research assistants, depending on the overall goals of the lab.
An important ingredient of ICAI Labs is knowledge transfer. Within the lab this is a critical factor to make the lab and partnership a success. ICAI Labs also take on responsibility to share knowledge, and organize events, that help strengthen their local AI ecosystem. In addition, ICAI Labs contribute to the national AI ecosystem.
The overall high-level goal of an ICAI Lab is usually a mixture of three factors: creating new knowledge, bringing the knowledge creation efforts of the sponsoring partner(s) to a higher level, and attracting and developing new talent.
To be able to establish a flourishing ICAI Lab, the sponsoring partner(s) need to fulfill a number of requirements.
They should (1) have a data pipeline in place, (2) employ highly skilled people to ensure that the outcomes of the Lab are integrated in the organization, and (3) have internal capacity (staff, facilities, …) to work with the researchers that make up the Lab.
Since its launch in April 2018, ICAI has seen a steady growth in the number of 55 labs:
(54) AILogLab, (55) OpenBots
(52) AI for Imaging & Image-guided interventions, (53) OpenGov
(35) Trustworthy AI for MRI, (36) SAFEGUARD Lab, (37) ILUSTRE Lab, (38) AI4MRI Lab, (39) AI for Parkinson Lab, (40) MERAI Lab, (41) ASM ICAI Lab, (42) AI for Energy Grids Lab, (43) CARA Lab, (44) Healthy AI Lab, (45) FEP Lab, (46) TAIM Lab, (47) AI4Forensics Lab, (48) Explainable AI for Health Lab, (49) REAHL, (50) AI4 Oversight Lab, (51) AI4SE Lab
(28) POP-AART Lab, (29) Brightlands Smart Health Lab, (30) RAIL Lab, (31) GENIUS Lab, (32) AI-FAIR Lab, (33) REM Lab, (34) ICAI Stroke Lab
(18) AI4b.io Lab, (19) EAISI FAST Lab, (20) EAISI Mobility Lab, (21) AI or Precision Health, Nutrition & Behaviour Lab, (22) e/MTIC AI Lab, (23) Utrecht AI & Mobility Lab, (24) AI-RONDO Lab, (25) AI for Oncology Lab, (26) MML Lab, (27) Masterminds AI Lab
(12) KPN Responsible AI LAB, (13) Donders AI for Neurotech Lab, (14) EAISI AIMM Lab, (15) CIVIC AI Lab, (16) AI for Agro-Food Lab, (17) Cultural AI Lab
(7) Thira Lab, (8) AFR Lab, (9) AIM Lab, (10) Radboud AI for Health Lab, (11) Atlas Lab
(1) QUVA 1 & QUVA 2 Lab, (2) Delta 1 & Delta 2 Lab, (3) AIRLab Amsterdam, (4) Discovery Lab, (5) AIRLab Delft, (6) Police Lab