Balancing Act: Automated GenAI Outputs and Their Impact on Social Media Ecosystems

Generative AI is reshaping social media by automating content creation, personalization, and distribution. While it enhances accessibility and engagement, it also raises concerns around misinformation, bias, and reduced human oversight. A case study using a Twilio-powered WhatsApp bot for NASA's Astronomy Picture of the Day highlights both the potential and the limitations of AI-generated captions. Balancing automation with human judgment is essential to ensure ethical, inclusive, and trustworthy digital ecosystems.

Authors

Institutions

Publication Details

Journal
ACM SIGCAS Computers and Society
Published
2025-04-01
DOI
https://doi.org/10.1145/3749886.3749889
Primary Topic
Mobile Crowdsensing and Crowdsourcing
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Balancing Act: Automated GenAI Outputs and Their Impact on Social Media Ecosystems

Hrishitva Patel
ACM SIGCAS Computers and Society
Mobile Crowdsensing and Crowdsourcing
article

Balancing Act: Automated GenAI Outputs and Their Impact on Social Media Ecosystems

Hrishitva Patel
article en

Abstract

Generative AI is reshaping social media by automating content creation, personalization, and distribution. While it enhances accessibility and engagement, it also raises concerns around misinformation, bias, and reduced human oversight. A case study using a Twilio-powered WhatsApp bot for NASA's Astronomy Picture of the Day highlights both the potential and the limitations of AI-generated captions. Balancing automation with human judgment is essential to ensure ethical, inclusive, and trustworthy digital ecosystems.

ACM SIGCAS Computers and SocietyVol. 53(1)
The University of Texas at San Antonio (US)
Openalex Percentile: Top 81%
Mobile Crowdsensing and Crowdsourcing
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.