http://florian-keppeler.com
🔗 doi.org/10.1287/orsc.2024.18538
Wilma, PhD (Pretty helpful Dog) and #postdog 🐾
@au.dk
End 🧵
🔗 doi.org/10.1287/orsc.2024.18538
Wilma, PhD (Pretty helpful Dog) and #postdog 🐾
@au.dk
End 🧵
4/🧵
4/🧵
3/🧵
3/🧵
2/🧵
2/🧵
4/🧵
4/🧵
3/🧵
3/🧵
➡️ LLMs can narrow the diversity of knowledge used in policy decisions by privileging scientific data over practical expertise and ethical judgment, potentially creating "knowledge collapse" where mainstream views drown out minority perspectives. 🤔
2/🧵
➡️ LLMs can narrow the diversity of knowledge used in policy decisions by privileging scientific data over practical expertise and ethical judgment, potentially creating "knowledge collapse" where mainstream views drown out minority perspectives. 🤔
2/🧵
🔗 doi.org/10.1080/10967494.2025.2571622
@ipmjournal.bsky.social
Wilma, PhD (Pretty helpful Dog) and #postdog 🐾
@au.dk
End🧵
🔗 doi.org/10.1080/10967494.2025.2571622
@ipmjournal.bsky.social
Wilma, PhD (Pretty helpful Dog) and #postdog 🐾
@au.dk
End🧵
3/🧵
3/🧵
2/🧵
2/🧵
For public organizations, this research offers an implication: identify and support internal change agents who can guide their peers through the transformation journey.
4/🧵
For public organizations, this research offers an implication: identify and support internal change agents who can guide their peers through the transformation journey.
4/🧵
➡️ They seem to act as knowledge brokers and motivators, building digital skills among colleagues while enriching their own jobs. 💪
3/🧵
➡️ They seem to act as knowledge brokers and motivators, building digital skills among colleagues while enriching their own jobs. 💪
3/🧵
doi.org/10.1111/padm...
2/🧵
doi.org/10.1111/padm...
2/🧵
➡️ For public employers, proximity to policy-making may be a rather unique value proposition for attracting mid- and late-career talent. 🧲
3/🧵
➡️ For public employers, proximity to policy-making may be a rather unique value proposition for attracting mid- and late-career talent. 🧲
3/🧵
➡️ Public employers are especially attractive to workers who value social involvement and are interested in politics - these values predict sector switching. 🏛️
2/🧵
➡️ Public employers are especially attractive to workers who value social involvement and are interested in politics - these values predict sector switching. 🏛️
2/🧵
An important implication: The authors discuss that this might create a perverse incentive: outsourcing AI development might actually reduce perceived accountability of public agencies. 🤔
4/🧵
An important implication: The authors discuss that this might create a perverse incentive: outsourcing AI development might actually reduce perceived accountability of public agencies. 🤔
4/🧵