File:Deploying and maintaining AI in a socio-technical system -- Research Showcase (August 2016).pdf
Size of this JPG preview of this PDF file: 800 × 450 pixels. Other resolutions: 320 × 180 pixels | 640 × 360 pixels | 1,024 × 575 pixels | 1,500 × 843 pixels.
Original file (1,500 × 843 pixels, file size: 6.21 MB, MIME type: application/pdf, 105 pages)
 | This file is from Wikimedia Commons and may be used by other projects. The description on its file description page there is shown below. |
Summary
| Description |
English: We should exercise great caution when deploying AI into our social spaces. The algorithms that make counter-vandalism in Wikipedia orders of magnitude more efficient also have the potential to perpetuate biases and silence whole classes of contributors. This presentation will describe the system efficiency characteristics that make AI so attractive for supporting quality control activities in Wikipedia. Then, Aaron will tell two stories of how the algorithms brought new, problematic biases to quality control processes in Wikipedia and how the Revision Scoring team learned about and addressed these issues in ORES, a production-level AI service for Wikimedia Wikis. He'll also make an overdue call to action toward leveraging human-review of AIs biases in the practice of AI development. |
| Date | |
| Source | Own work |
| Author | EpochFail |
Licensing
I, the copyright holder of this work, hereby publish it under the following license:
This file is licensed under the Creative Commons Attribution-Share Alike 4.0 International license.
- You are free:
- to share – to copy, distribute and transmit the work
- to remix – to adapt the work
- Under the following conditions:
- attribution – You must give appropriate credit, provide a link to the license, and indicate if changes were made. You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use.
- share alike – If you remix, transform, or build upon the material, you must distribute your contributions under the same or compatible license as the original.
File history
Click on a date/time to view the file as it appeared at that time.
| Date/Time | Thumbnail | Dimensions | User | Comment | |
|---|---|---|---|---|---|
| current | 18:03, 17 August 2016 |  | 1,500 × 843, 105 pages (6.21 MB) | EpochFail | Added credit to Zeynep's photo |
| 16:44, 17 August 2016 |  | 1,500 × 843, 105 pages (6.21 MB) | EpochFail | User created page with UploadWizard |
File usage
The following 3 pages use this file:
Global file usage
The following other wikis use this file: