Why can’t AI say ‘I don’t know’?
Overconfident AI systems can be dangerous, so researchers are teaching them humility
In 2017, Aalto University and the defense and security company Saab concluded a ten-year collaboration contract with the aim of strengthening and deepening their research collaboration, especially in long-term sensor technology research.
At the moment, there are over 10 research projects ongoing involving professors, postdoctoral researchers and doctoral and master's students from Aalto and Saab. Represented fields include e.g. cognitive systems, artificial intelligence, microwave and antenna technologies, hydroacoustics, space technology, and quantum technology.
One of the forms of collaboration is the Industrial PhD doctoral programme funded by Saab. Around ten doctoral candidates from Aalto are currently participating in the programme. The candidates will complete their doctoral thesis at Aalto while working in Saab's product development projects. The goal is to train at least 20 new PhD's during 10 years.
Petteri Alinikula, Research Director, SaabInvesting in research in key areas of technology ensures that our future product generations will also be competitive.
Overconfident AI systems can be dangerous, so researchers are teaching them humility
In his doctoral thesis, Kalle Spoof developed beamforming of radar systems
A good brand has been developed for collaboration between Aalto University and the Saab Group, as well as a reputation for knowing how to do things right.
Henri Kähkönen wrote his doctoral thesis in co-operation with Saab
Saab invests 3 million euros for expanding the collaboration into new research areas. This increases Saab’s total investment to 23 million euros for the years 2017-2026.
Doctoral students thank Saab’s experts for their help and the company’s real-life application challenges.
With the support of Saab, doctoral student Lassi Meronen is developing models for deep learning that can be used, for example, in radars and medical diagnosis.
In addition to wireless data transmission, the technology helps to develop radars.
With the support of Saab, doctoral student Jouko Kinnari is researching how positioning would be possible without satellite positioning systems.
In Jouko Kinnari's doctoral dissertation, the location of a drone can be determined using map data and sensors.