Computer-aided design tools for superminds: Understanding user needs and evaluating design options
The rise of machine learning and progress on the path towards advanced artificial intelligence requires us to think about the future of work, design and how both will be conducted when humans and machines work together. The supermind design methodology was developed to aid the formation of groups of...
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| Format: | Thesis |
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Massachusetts Institute of Technology
2022
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| Online Access: | https://hdl.handle.net/1721.1/140374 https://orcid.org/0000-0003-2747-9755 |
| _version_ | 1811072578398191616 |
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| author | Liew, Katherine Mei Fong |
| author2 | Malone, Thomas W. |
| author_facet | Malone, Thomas W. Liew, Katherine Mei Fong |
| author_sort | Liew, Katherine Mei Fong |
| collection | MIT |
| description | The rise of machine learning and progress on the path towards advanced artificial intelligence requires us to think about the future of work, design and how both will be conducted when humans and machines work together. The supermind design methodology was developed to aid the formation of groups of humans and machines to solve problems together.
This thesis addresses the future of collective human-computer problem solving at two levels. The first is to identify the best initial user segment and user needs for “computer-aided design tools” to help users apply the supermind design methodology. The second is to design the feature set, user interface and ongoing user analytics for a software tool powered by the GPT-3 deep learning model that can support practitioners of the supermind design methodology. |
| first_indexed | 2024-09-23T09:08:15Z |
| format | Thesis |
| id | mit-1721.1/140374 |
| institution | Massachusetts Institute of Technology |
| last_indexed | 2024-09-23T09:08:15Z |
| publishDate | 2022 |
| publisher | Massachusetts Institute of Technology |
| record_format | dspace |
| spelling | mit-1721.1/1403742022-02-16T03:38:22Z Computer-aided design tools for superminds: Understanding user needs and evaluating design options Liew, Katherine Mei Fong Malone, Thomas W. System Design and Management Program. The rise of machine learning and progress on the path towards advanced artificial intelligence requires us to think about the future of work, design and how both will be conducted when humans and machines work together. The supermind design methodology was developed to aid the formation of groups of humans and machines to solve problems together. This thesis addresses the future of collective human-computer problem solving at two levels. The first is to identify the best initial user segment and user needs for “computer-aided design tools” to help users apply the supermind design methodology. The second is to design the feature set, user interface and ongoing user analytics for a software tool powered by the GPT-3 deep learning model that can support practitioners of the supermind design methodology. S.M. 2022-02-15T17:02:56Z 2022-02-15T17:02:56Z 2021-06 2021-06-25T20:20:24.718Z Thesis https://hdl.handle.net/1721.1/140374 https://orcid.org/0000-0003-2747-9755 In Copyright - Educational Use Permitted Copyright retained by author(s) https://rightsstatements.org/page/InC-EDU/1.0/ application/pdf application/pdf Massachusetts Institute of Technology |
| spellingShingle | Liew, Katherine Mei Fong Computer-aided design tools for superminds: Understanding user needs and evaluating design options |
| title | Computer-aided design tools for superminds: Understanding user needs and evaluating design options |
| title_full | Computer-aided design tools for superminds: Understanding user needs and evaluating design options |
| title_fullStr | Computer-aided design tools for superminds: Understanding user needs and evaluating design options |
| title_full_unstemmed | Computer-aided design tools for superminds: Understanding user needs and evaluating design options |
| title_short | Computer-aided design tools for superminds: Understanding user needs and evaluating design options |
| title_sort | computer aided design tools for superminds understanding user needs and evaluating design options |
| url | https://hdl.handle.net/1721.1/140374 https://orcid.org/0000-0003-2747-9755 |
| work_keys_str_mv | AT liewkatherinemeifong computeraideddesigntoolsforsupermindsunderstandinguserneedsandevaluatingdesignoptions |