Projects per year
Abstract
We need to rethink how we assist designers with artificial intelligence (AI). AI should aim to cooperate, not automate, by supporting and leveraging the creativity and problem-solving capabilities of designers. The challenge for such AI is how to infer designers' goals and then help them without being needlessly disruptive. We introduce AI-assisted design, a new framework for creating such AI, built around generative user models, which allow it to infer and adapt to designers' goals, reasoning, and capabilities.
| Original language | English |
|---|---|
| Pages (from-to) | 85-96 |
| Number of pages | 12 |
| Journal | AI Magazine |
| Volume | 44 |
| Issue number | 1 |
| DOIs | |
| Publication status | Published - Mar 2023 |
| MoE publication type | A1 Journal article-refereed |
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Dive into the research topics of 'Toward AI assistants that let designers design'. Together they form a unique fingerprint.Projects
- 3 Finished
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-: Bridging the Reality Gap in Autonomous Learning
Kaski, S. (Principal investigator), Kulkarni, T. (Project Member), Mallasto, A. (Project Member), Hämäläinen, A. (Project Member), Filstroff, L. (Project Member) & Khoshvishkaie, A. (Project Member)
01/01/2020 → 31/12/2022
Project: Academy of Finland: Other research funding
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Interactive machine learning from multiple biodata sources
Kaski, S. (Principal investigator), Bhat, A. (Project Member), Trinh, T. (Project Member), Scherting, B. (Project Member), Siren, J. (Project Member), Gadd, C. (Project Member), Hegde, P. (Project Member), Chauhan, R. (Project Member), Jain, A. (Project Member), Jälkö, J. (Project Member), Hämäläinen, A. (Project Member), Tran, A. (Project Member) & Shen, Z. (Project Member)
01/01/2019 → 31/08/2021
Project: Academy of Finland: Other research funding
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Interactive machine learning from multiple biodata sources
Kaski, S. (Principal investigator) & Filstroff, L. (Project Member)
01/01/2016 → 31/08/2021
Project: Academy of Finland: Other research funding