Daan Kolkman
@dakolkman.bsky.social
Sociologist of data and algorithms. Working on responsible data science and governance of algorithms.
Reposted by Daan Kolkman
#AI #DecisionMaking is becoming increasingly common in public policy, but it has serious flaws.
@dakolkman.bsky.social and @gijsvanmaanen.bsky.social argue on @lseimpactblog.bsky.social that more than being made transparent, such technology must be responsive to the contexts in which it's used.
@dakolkman.bsky.social and @gijsvanmaanen.bsky.social argue on @lseimpactblog.bsky.social that more than being made transparent, such technology must be responsive to the contexts in which it's used.
AI decision making doesn’t need to be explainable, but it should be responsive
Public policies are increasingly being underpinned by automatic algorithmic decision making processes that have in some instances spectacularly failed. Daan Kolkmanand Gijs van Maanen ar…
buff.ly
January 7, 2025 at 1:30 PM
#AI #DecisionMaking is becoming increasingly common in public policy, but it has serious flaws.
@dakolkman.bsky.social and @gijsvanmaanen.bsky.social argue on @lseimpactblog.bsky.social that more than being made transparent, such technology must be responsive to the contexts in which it's used.
@dakolkman.bsky.social and @gijsvanmaanen.bsky.social argue on @lseimpactblog.bsky.social that more than being made transparent, such technology must be responsive to the contexts in which it's used.
Sharing @gijsvanmaanen.bsky.social and my post on the LSE Impact Blog as my BlueSky 'Hello World'! 🚀
This blog reflects ongoing discussions with Gijs (and others) about the limitations of transparency and explainability in AI—and explores a way forward through the concept of 'responsiveness'.
This blog reflects ongoing discussions with Gijs (and others) about the limitations of transparency and explainability in AI—and explores a way forward through the concept of 'responsiveness'.
💥In our first new post of 2025, @dakolkman.bsky.social & @gijsvanmaanen.bsky.social argue that rather than transparency and explainability, responsiveness is key to accountability in AI decision making.
#AcademicSky #Expertise #Policymaking #EvidenceBasedPolicy
#AcademicSky #Expertise #Policymaking #EvidenceBasedPolicy
AI decision making doesn’t need to be explainable, but it should be responsive
Public policies are increasingly being underpinned by automatic algorithmic decision making processes that have in some instances spectacularly failed. Daan Kolkmanand Gijs van Maanen ar…
blogs.lse.ac.uk
January 6, 2025 at 4:26 PM
Sharing @gijsvanmaanen.bsky.social and my post on the LSE Impact Blog as my BlueSky 'Hello World'! 🚀
This blog reflects ongoing discussions with Gijs (and others) about the limitations of transparency and explainability in AI—and explores a way forward through the concept of 'responsiveness'.
This blog reflects ongoing discussions with Gijs (and others) about the limitations of transparency and explainability in AI—and explores a way forward through the concept of 'responsiveness'.
Reposted by Daan Kolkman
Algorithmic models through a representational
lens with @dakolkman.bsky.social
www.tandfonline.com/doi/pdf/10.1...
lens with @dakolkman.bsky.social
www.tandfonline.com/doi/pdf/10.1...
www.tandfonline.com
November 11, 2024 at 9:26 AM
Algorithmic models through a representational
lens with @dakolkman.bsky.social
www.tandfonline.com/doi/pdf/10.1...
lens with @dakolkman.bsky.social
www.tandfonline.com/doi/pdf/10.1...