Journal of Artificial Intelligence and Soft Computing Research,
Год журнала:
2024,
Номер
15(2), С. 115 - 146
Опубликована: Дек. 1, 2024
Abstract
The
breakthrough
in
developing
large
language
models
(LLMs)
over
the
past
few
years
has
led
to
their
widespread
implementation
various
areas
of
industry,
business,
and
agriculture.
aim
this
article
is
critically
analyse
generalise
known
results
research
directions
on
approaches
development
utilisation
LLMs,
with
a
particular
focus
functional
characteristics
when
integrated
into
decision
support
systems
(DSSs)
for
agricultural
monitoring.
subject
integration
LLMs
DSSs
agrotechnical
main
scientific
applied
are
as
follows:
world
experience
using
improve
processes
been
analysed;
critical
analysis
carried
out,
application
architectures
have
identified;
necessity
focusing
retrieval-augmented
generation
(RAG)
an
approach
solving
one
limitations
which
limited
knowledge
base
training
data,
established;
prospects
agriculture
analysed
highlight
trustworthiness,
explainability
bias
reduction
priority
research;
potential
socio-economic
effect
from
RAG
sector
substantiated.
Business Horizons,
Год журнала:
2024,
Номер
67(5), С. 499 - 510
Опубликована: Апрель 4, 2024
The
democratization
of
powerful
artificial
intelligence
(AI)
tools,
including
ChatGPT,
has
sparked
the
interest
business
practitioners
given
their
ability
to
fundamentally
change
way
we
work.
While
AI
tools
are
positioned
augment
human
capabilities,
effective
implementation
requires
skill
understand
where,
when
and
how
best
utilize
them
efficiently.
Furthermore,
meaningful
engagement
with
content
produced
by
generative
(GenAI)
necessitates
intricacy
appropriate
prompt
engineering
optimize
learning
process.
As
field
GenAI
continues
advance,
art
developing
impactful
prompts
become
a
necessary
for
harnessing
its
full
potential.
This
research
develops
an
prompting
protocol
through
constructivist
theory
lens.
Based
on
principles
constructivism,
where
individuals
assimilate
new
knowledge
bridging
it
existing
understanding,
this
suggests
active
process
in
human-AI
co-construction
GenAI.
goal
is
empower
managers
teams
construct
validate
responses,
thereby
enhancing
user
interaction,
optimizing
workflows,
maximizing
potential
outcomes
chatbots.
Business Horizons,
Год журнала:
2024,
Номер
67(5), С. 549 - 559
Опубликована: Апрель 21, 2024
Generative
artificial
intelligence
(Gen
AI)
presents
a
disruptive
innovation
for
brands
and
society,
the
power
of
which
is
still
yet
to
be
realized.
In
context
customer
service,
Gen
AI
affords
companies
new
possibilities
communicate,
connect,
engage
customers.
This
article
draws
on
scholarly
research
consultation
with
service
leaders
present
discuss
in
specifically
chatbots.
Importantly,
this
potential
paradoxes
enabled
adding
debate
about
role
impact
brands.
Specifically,
we
six
namely:
connected
isolated,
lower
cost
higher
price,
quality
less
empathy,
satisfied
frustrated,
personalized
intrusive,
powerful
vulnerable.
For
each
paradox,
suggest
brand
response
strategies
mitigate
downside
manage
upside.
Business Horizons,
Год журнала:
2024,
Номер
67(5), С. 511 - 523
Опубликована: Апрель 6, 2024
Generative
AI,
particularly
ChatGPT,
creates
new
managerial
concerns.
This
article
addresses
a
crucial
challenge:
While
employees
are
including
the
tool
as
their
private
knowledge
assistant
in
many
aspects
of
daily
work,
it
is
difficult
for
managers
to
see
and
understand
impact
within
organization.
There
more
literature
on
what
ChatGPT
means
business,
but
we
cannot
say
much
long
uninformed
about
its
actual
use.
So,
getting
an
insider's
perspective
needed
think
consequences
organizations.
The
grounded
qualitative
study
employees'
experiences
interacting
with
among
50
early
adopters.
First,
show
how
employee-ChatGPT
relations
develop
from
private,
experimental
use
into
integral
part
work.
Second,
identify
six
affordances:
searching
information,
brainstorming
ideas,
structuring
content,
writing
first
draft,
embellishing
text,
proofing
Further,
highlight
three
looming
side
effects
that
threaten
ties,
quality
organizations,
work
roles
configured.
Accordingly,
this
offers
guidance
managing
ChatGPT-empowered
workforce
way
aims
mitigate
these
while
harnessing
opportunities.
Metaverse Basic and Applied Research,
Год журнала:
2025,
Номер
4, С. 157 - 157
Опубликована: Янв. 25, 2025
Introduction:
The
advent
of
Library
5.0
integrates
advanced
technologies
such
as
artificial
intelligence
(AI),
blockchain,
and
augmented
reality
to
create
inclusive
user-centric
experiences.
Objective:
This
study
explored
the
role
generative
chatbots,
powered
by
AI,
in
transforming
library
operations
within
this
framework.
Method:
employed
a
narrative
review
examine
chatbots
rendering
services
disruptive
era.
Findings:
Findings
revealed
that
offer
personalized,
accessible,
efficient
automating
routine
tasks,
providing
resource
recommendations,
enhancing
user
engagement.
Their
integration
aligns
with
principles
5.0,
which
emphasize
sustainability,
inclusivity,
innovation.
However,
adoption
poses
challenges,
including
concerns
about
data
privacy,
security,
risk
over-reliance
on
automation.
Conclusion:
paper
indicated
strategies
for
integrating
effectively,
robust
protection
measures,
staff
training,
establishment
ethical
practices.
It
proposed
balanced
approach
leverages
chatbots'
strengths
while
preserving
libraries'
relational
transformative
aspects.
findings
further
importance
aligning
innovation
traditional
values
ensure
continued
relevance
accessibility
digital
age.
