Applied Sciences,
Год журнала:
2024,
Номер
14(24), С. 11801 - 11801
Опубликована: Дек. 17, 2024
The
impact
of
artificial
intelligence
(AI)
in
biotechnology
has
become
increasingly
significant,
driving
advancements
across
multiple
subfields
several
areas
science.
demand
for
faster
data
analysis,
integration
extensive
databases,
pattern
recognition,
problem
solving,
and
even
hypothesis
generation
fueled
the
development
AI
technologies
subjects
like
modern
biotechnology,
which
revolutionized,
where
main
goal
is
to
develop
new
advanced
products
through
manipulation
biological
organisms.
impacts
observed
are
focused
on
four
colors
biotechnology:
green
(agricultural
sector);
red
(health
white
(industries);
blue
(marine
sector).
Numerous
tools
have
been
developed
made
freely
available,
significantly
reducing
researchers’
workloads.
However,
application
also
raises
questions
that
must
be
addressed.
This
review
exhibits
discusses
advantages
disadvantages
its
current
presence,
potential
ethical
issues
social
impacts.
Sustainability,
Год журнала:
2025,
Номер
17(2), С. 536 - 536
Опубликована: Янв. 12, 2025
This
paper
presents
a
new
risk
assessment
methodology
called
the
Integrated
Risk
Framework
(IRF)
through
application
of
Ishikawa
diagrams
combined
with
enhanced
Hazard
Analysis
and
Critical
Control
Point
(HACCP)
system.
investigation
technique
aims
to
ensure
significantly
higher
level
quality,
safety,
sustainability
in
food
products
by
using
improved
classical
methods
strong
intercorrelation
capabilities.
The
proposes
expanding
typology
basic
physical,
chemical,
biological
risks
outlined
ISO
22000
Food
Safety
Management
System
standard,
adding
other
auxiliary
such
as
allergens,
fraud/sabotage,
Kosher/Halal
compliance,
Rapid
Alert
for
Feed
notification,
or
additional
specific
irradiation,
radioactivity,
genetically
modified
organisms,
polycyclic
aromatic
hydrocarbons,
African
swine
fever,
peste
small
ruminants,
etc.
depending
on
technological
process
ingredients.
Simultaneously,
it
identifies
causes
each
operation
flow
based
5M
diagram:
Man,
Method,
Material,
Machine,
Environment.
For
identified
cause,
its
impact
was
determined
according
severity
likelihood
occurrence.
final
effect
is
defined
class,
calculated
arithmetic
mean
derived
at
stage
causes.
Within
study,
applied
spring
water
bottling
process.
provided
perspective
analyzing
factors
during
operations
concurrently
HACCP
principles
throughout
product’s
flow.
results
study
can
form
methodologies
aimed
enhancing
sustainable
safety
management
strategy.
In
these
two
tools,
possibility
cumulative
synergistic
effects
considered,
resulting
better
control
all
that
may
affect
manufacturing
studying
dynamics
factor
analysis
simultaneous
use
fishbone
diagram
system
be
extrapolated
any
industry
beyond.
Natural Product Research,
Год журнала:
2025,
Номер
unknown, С. 1 - 17
Опубликована: Март 10, 2025
This
review
examines
India's
legal
framework
governing
natural
product
sales,
focusing
on
challenges
and
solutions.
It
analyses
key
legislation,
including
the
Drugs
Cosmetics
Act,
Food
Safety
Standards
Biological
Diversity
while
addressing
jurisdictional
overlaps
among
bodies
like
FSSAI
CDSCO.
Case
studies
highlight
intellectual
property
disputes,
quality
control,
mislabelling,
false
advertising,
unauthorised
emphasising
consumer
safety
public
health.
The
article
underscores
in
ethical
sourcing,
sustainability,
integrating
traditional
medicine
with
modern
regulations.
Proposed
solutions
include
blockchain
for
traceability,
stricter
labelling,
public-private
partnerships,
AI-driven
drug
discovery
control
advancements.
emphasises
balancing
innovation
stakeholder
collaboration,
protecting
knowledge,
referencing
Nagoya
Protocol's
role
biodiversity
preservation.
Recommendations
adaptive
regulations,
evidence-based
models.
Future
research
calls
evaluating
measures,
harmonising
international
standards
exploring
partnerships
sourcing.
