The eight biggest artificial intelligence trends in 2022.
There are two books first on is,
The Intelligence Revolution and Artificial intelligence in practice.
In 2022 we will see artificial intelligence continue along the path to getting the most transformative technology.
we as humans have ever developed.
according to google's ceo sandra chai its impact will be even greater than there are fire and electricity on the development of our species.
1 - Ai will Augment our Workforce and our Jobs.
So we'll see more of our jobs being
outsourced to ai,
because they can do now amazing things they can read write speak smell do many things that previously only humans could do and,
this would free up humans to do the things that we as humans can do best things,
like creativity,
like emotional intelligence,
like all the things we as humans excel at and,
we can give some of the mundane some of the repetitive work work to ais and,
this will impact
our pool across every sector and every job in 2022.
2 - bigger and better language modeling capability
So language modeling is the process
that allows machines to understand and communicate with us in language we
understand.
we can indeed use
it to take natural mortal language and turn it into computer law that can run
programs and operations.
we have recently seen the release of
gpt-3 by openai.
the most advanced and largest
language model ever created consisting of around 175 billion parameters.
so variables and data points that
machines can use to process language and,
open ai is known to be working on
its successor gpt-4.
that will be even more powerful.
so although the details haven't been
confirmed yet some people believe,
that will contain up to 100 trillion
parameters,
making it 500 times larger than gpt3
and in theory taking a big step closer to being able to create language and
hold conversations that are indistinguishable from those of a human.
it will also become much better at
creating computer code.
3 - Cyber Security
this year the world economic forum
identified cyber crime as potentially posing a more significant risk to society
than terrorism.
so as machines take over more of our
lives hacking and cyber crime inevitably become more of a problem.
Ai is veritably
good at assaying network business,
and learns and recognizes patterns
that might suggest nefarious intentions,
this will be a big
thing in 2022.
4 - Ai and the Metaverse
Metaverse is the name given to a
unified persistent digital environment,
where users can work and play
together.
it's a virtual world like the
internet but with the emphasis on enabling immersive experience,
often created by the users
themselves,
people like mark
zuckerberg and companies like microsoft are helping to make the metaverse and,
ai will really be a
linchpin in the metaverse,
it will help us to create online
environments where humans feel at home at having their creative impulses nurtured.
5 - Low Code And No Code
Ai
What we will see is much of what
we've seen with web design for example,
in the past you needed to have very
detailed programming skills to create a website.
now we've a simple
dragging and dropping graphical interface that we use to make our website.
the same will be to
artificial intelligence and machine literacy,
where we have simple tools that we
can use to build our ai,
so less reliant on the detailed
skills more on using ai to develop applications and,
this will truly democratize
artificial intelligence technology in 2022.
6 - Data Centric Ai
one of the pioneers in ai and
especially deep learning he's now pushing this concept and,
traditionally we have seen
artificial intelligence,
as something that relies on big data,
we needed algorithms neural networks
that reuse huge volumes of data,
that we then use to train them so
they were software centric.
This new idea is that we will focus
more on the data because lots of applications beyond the big
tech mega companies that have access
to billions of data sets from and,
very unique data sets are very
structured.
if you then look at other settings
like healthcare manufacturing and others,
they don't have the same data data
volumes they haven't got the same generic data points,
so for those to use ai we need to
rely more on the data,
so we become more important to have
better higher quality data that is labeled,
that we use domain expertise from
people to help us label the data and,
also use ai and
machine literacy to develop better technologies.
7 - Autonomous vehicles
As well as increasingly effective
autonomous cars tesla says that its cars will demonstrate full self-driving
capability by 2022.
its competitors include waymo
created by google and companies like apple general motors and ford and,
they are all expected to announce
major leaps forward in the next year.
2022 will hopefully also see the
first autonomous ship crossing the atlantic as,
the mayflower autonomous ship will
take will say from the uk to the us.
8 - Creative Ai
ai has now become creative we can
use it
for core creativity and,
ai cannot already be used for things
like creating headlines for articles and newsletters.
We can use it to design logos and
infographics and the creative side of ai will simply explode over the coming
years.
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