An Evaluation of the Reasoning Effectiveness of ChatGPT to Scrutinize and Quash Untrue Social Media Memes
Abstract
Evaluating
the
effectiveness
of
ChatGPT
in
scrutinizing
and
debunking
misinformation
embedded
within
social
media
memes
reveals
significant
potential
for
AI-driven
fact-checking
tools.
Thirty
from
Facebook,
Instagram,
TikTok
were
analyzed,
showcasing
model's
strengths
limitations
handling
diverse
content
types.
High
accuracy
reasoning
capabilities
observed,
particularly
with
clear
textual
claims,
while
challenges
remained
visually-oriented
contextually
sparse
content.
The
study
underscores
necessity
platform-specific
optimizations
multimodal
approaches
to
enhance
performance.
Implications
AI
development
are
discussed,
alongside
study's
suggestions
future
research.
By
assisting
human
fact-checkers,
models
like
can
reliability
information
disseminated
online,
contributing
a
more
informed
discerning
public.
Research Square (Research Square), Год журнала: 2024, Номер unknown
Опубликована: Май 17, 2024
Язык: Английский
