Large Language Models (LLMs) offer versatile applications for information retrieval, creative tasks, and as a thought partner, but users must be aware of their potential for "hallucinations" and verify critical information.
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there are quite a few web interfaces
where you can access a launch language
model chat GPT is the best known one and
Google's B Microsoft's Bing and quite a
few others also work well let's take a
look at how people are using these L
applications whether or not you're
already using them regularly I hope that
this will give you some new ideas for
when and how they could be useful to you
LMS are giving a new way to find
information for example if you ask a
what's the capital of South Africa it
may give a response like that now as
we'll see later a LM can sometimes make
facts up we call this hallucination and
so if you're really relying on getting
the right answer to the question it may
be useful to double check the answer
with an authoritative Source before
counting on it but in this case it does
get the capital or three capitals of
South Africa right and sometimes a back
and forth with an LM is helpful too for
example if you ask what does lm stand
for in might answer LM stands for lagon
mag which is a term used in law and it's
actually a pretty common use of the ACM
LM on the internet but if you were to
then say what about in the context of AI
then hopefully it'll say in the context
of AI and LM refers to large language
model so sometimes this back and forth
can help you give the right context the
LM to give you the information you're
looking for an LM can also sometimes be
a thought partner to help you think
things through for example I often use
an LM to help me refine my writing if
you were to tell it wew write this for
clarity since are around the world are
realizing learning has to happen so on
leading albums are actually pretty good
at rewriting text for you or here's a
fun example if you were to tell it to
write a 300 words story involving trucks
maybe because you have a child that
likes trucks like I do my son love
trucks but to encourage them to brush
the teeth then leading albums can
actually create pretty fun and
interesting stories I don't don't think
this is nearly as good as the stories
written by the great novelists but for a
quick fun thing I think it's not bad now
there will be times when you're looking
for a piece of information and you might
be wondering should I use web search or
use an LM so if you're playing a sport
and unfortunately wound up with sprain
ankle and want to know what to do about
it web search can lead you to pretty
authoritative and I think trustworthy
sources that can give advice on how to
approach medical matters so for example
web pages from the Mayo Clinic or from
Harvard he these seem like they would be
trustworthy sources for what to do about
the sprain anle you could also ask an L
what to do about the Sprain anle and it
will generate some answer but given the
propensity of LMS to make things up and
sometimes sound very authoritative and
confident what making things up I would
probably want to double check anything
it says about Healthcare or medicine
before following suggestions here's one
more example if you want to bake a
pineapple pie and are looking for a
recipe it turns out there are lots of
recipes on the internet for a pineapple
pie and picking one created by a trusted
website or a trusted Chef that might get
you pretty good results or you can ask
an OM to make one up for you and in that
case it'll come with something that
frankly might be okay but also has a
high chance of being a somewhat strange
recipe so if you want a big a pineapple
pie I would probably go find a web page
because there are multiple web pages
that would give a good solid answer to
what's a good pineapple pie recipe but
if you were to look for something more
esoteric say a friend challenges you to
make coffee infused pineapple pie there
aren't any web pages that I could find
really on coffee infused pineapple pies
and so I don't think there is currently
a single web page that gives a good
answer to this and this would be one
example whereare an LM can help be a
thought partner to Think Through how you
might go about baking a coffee infused
pineapple pie so these are just some of
the tasks for which you might find the
web user interface for an LM useful
we'll explore more examples discuss
strengths and weaknesses of LMS and go
through some best practices later this
week but as you can see from this video
gen of AI is capable of many different
things in the next video we'll most
systematically discuss J of AI as a
general purpose technology as well as
start to come up with a way to organize
all of these things that they can do
which includes writing reading and
chatting toss let's go take a look at
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