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Video tags
Subtitles
Russian
00:00:00
hi00:00:01
welcome to another episode of Cold00:00:03
Fusion the growth in both the prevalent00:00:05
and capacity of artificial intelligence00:00:07
systems seems to be exponential with the00:00:10
release of chat GPT suddenly everything00:00:12
from education to copy editors was00:00:15
disrupted then came Microsoft's00:00:17
announcement the technology would be00:00:19
integrated into their search engine for00:00:21
those following along these events00:00:23
sparked a battle in the tech industry so00:00:25
entertaining that the only thing that00:00:27
one could do was sit back and enjoy with00:00:30
some popcorn00:00:31
Google and Microsoft would go head to00:00:33
head in what's being dubbed the00:00:35
artificial intelligence Wars00:00:38
in the latest developments open AI00:00:40
reveals the next generation of their00:00:42
language model gpt4 it's smarter than00:00:45
ever before can recognize images and has00:00:48
left users dumbfounded once again the00:00:51
internet was satellite with Incredible00:00:52
use cases many were left wondering what00:00:55
industries are going to remain untouched00:00:57
at this rate but within a matter of days00:01:00
the floodgates were blown right open00:01:02
Google's Bard AI finally drops to00:01:04
Consumers chat GPT starts taking plug-in00:01:07
extensions for third-party software and00:01:09
this includes access to the internet00:01:11
Microsoft Bing receives AI Generation00:01:14
image support Microsoft's office suite00:01:17
receives AI capabilities as well and00:01:19
everyone from Adobe to Nvidia made their00:01:22
AI announcements but then a bombshell00:01:25
drops Microsoft researchers admit that00:01:27
gpt4 is showing quote Sparks of00:01:31
artificial general intelligence or AGI a00:01:34
feat that wasn't supposed to happen for00:01:36
the next 20 years00:01:38
also in this episode we'll Feast our00:01:40
eyes on some of the latest images coming00:01:42
from AI so definitely be sure to stick00:01:44
around for that they're amazing00:01:46
and just a disclaimer with the rapid00:01:48
speed of AI progress demonstrated in the00:01:51
rest of this episode some viewers may00:01:53
find it concerning but my aim here isn't00:01:55
to scare anyone but to give you the00:01:57
courtesy of showing you what's around00:01:58
the corner there's even three prompting00:02:00
tips in here to help you get ahead and00:02:02
with that hold on to your seat belts00:02:05
because it's going to be a wild ride00:02:06
[Music]00:02:11
starting to get the first studies done00:02:13
on this new early stage of generative AI00:02:16
an Mit paper found that professionals00:02:19
using systems like chat GPT are now able00:02:21
to complete tasks in half the time while00:02:24
increasing the quality of the output by00:02:26
more than 20 percent00:02:28
this was expected in the cold fusion00:02:30
episode covering Chachi PT's launch I00:02:33
mentioned that this would be the00:02:34
equivalent of having an expert assistant00:02:35
in any field with you at all times we00:02:39
all know it's not perfect but it's still00:02:41
helping people even in its current form00:02:44
new applications of the technology were00:02:46
being discovered every day and that's00:02:48
the fascinating thing even its creators00:02:50
had no idea what it could do or even the00:02:53
precise means of how it does it so what00:02:55
happened when the world hasn't even00:02:57
digested the implications of chat GPT00:02:59
and yet a new and improved version is00:03:02
Unleashed00:03:08
just recently open AI once again00:03:11
expanded the capabilities of its now00:03:13
famous text generation AI in the latest00:03:15
version GPT 4.0 not only has the size of00:03:19
both its input and output being expanded00:03:22
from 3000 words to 2500:03:24
000 words but the model has now become00:03:27
multimodal in other words it not only00:03:29
understands text but images now too it's00:03:33
very interesting and particularly00:03:34
intriguing because above just00:03:36
understanding the image it can also00:03:38
interpret and explain what's depicted00:03:40
within the image for example gpt4 can00:03:44
now look at the groceries in your fridge00:03:46
and even generate a list of dishes that00:03:48
can be made with them00:03:51
it can understand and solve an00:03:53
image-based problem and it can identify00:03:55
humor in multiple photos even explaining00:03:58
why it's funny00:04:00
and another mind-blowing example is00:04:02
creating a website from scratch while00:04:04
only being shown a shoddy drawing on a00:04:06
piece of paper it's also smarter in00:04:09
logic here's an example of gpt3 versus00:04:12
gpt4 on the same logic problem00:04:15
user in a room there are 100 murderers00:04:18
you kill one of them how many murderers00:04:21
are left chat GPT if there were00:04:24
originally 100 murderers in the room and00:04:27
you kill one of them there would still00:04:29
be in 99 murderous left in the room00:04:32
now the same problem with gpt4 user00:04:35
there are 500 murderers in a room you00:04:37
enter and kill one of them how many are00:04:40
there now gpt400:04:42
this seems to be a riddle assuming the00:04:45
murders are people who have committed00:04:46
murder and you kill one of them there00:04:49
would still be 500 people who have00:04:50
committed murder in the room including00:04:52
yourself as you would now also be00:04:55
considered a murderer00:04:57
on first glance I can even see a lot of00:04:59
humans dripping up on this one so I find00:05:01
this particularly impressive on top of00:05:03
all of that its deep learning00:05:05
capabilities have also received a boost00:05:07
it's improved its overall reasoning00:05:09
abilities as a result its performance00:05:11
across multiple reasoning benchmarks00:05:13
have increased significantly reaching a00:05:16
human-like level of Common Sense00:05:18
this also applies to standard tests for00:05:21
example on the bar exam the GPT series00:05:24
went from the bottom 10 to the top 1000:05:26
performance level and that is just00:05:28
remarkable00:05:29
its reasoning capabilities surprised00:05:32
even the open AI team00:05:34
during tests they discovered that it was00:05:36
able to solve hindsight neglect a00:05:38
decision-making problem where it had00:05:40
struggled greatly in the past00:05:42
in this figure you can see GPT 3.500:05:44
scored almost zero and GPT 4 a perfect00:05:48
score of a hundred00:05:51
improved reasoning also boosted a sore00:05:53
spot for previous models the factualness00:05:56
of the model00:05:57
according to the company gpt4 is 40 more00:06:01
likely than its predecessor to produce a00:06:03
factoral response an 82 percent less00:06:05
likely to respond with quote disallowed00:06:08
content00:06:10
yet of course despite these improvements00:06:12
the research notes that this model is00:06:15
still biased and can output some00:06:16
questionable information00:06:18
now the interesting thing is if you're00:06:20
curious about how the team at open AI00:06:22
achieved these results there's little to00:06:25
no information on the subject that was00:06:27
on purpose00:06:30
in their release paper the creators00:06:32
state that this is mainly due to two00:06:34
reasons competition and security00:06:37
it seems that Microsoft is putting a lot00:06:39
of pressure on the back end of this00:06:40
technology to remain undisclosed00:06:43
this is a huge departure from open ai's00:06:46
original ethos and basically the00:06:49
opposite of the norm for the current AI00:06:51
industry up until this point00:06:53
it seems now like Microsoft is in full00:06:55
battle mode and the AI Wars seem to be00:06:58
in full swing there may be some00:07:00
potential risks ahead but more on that00:07:02
later00:07:08
about one week after GPT 4's public00:07:10
release a team of Microsoft scientists00:07:13
published and released a paper00:07:14
highlighting that the AI system is00:07:16
showing quote Sparks of human level00:07:18
intelligence or AGI here are some quotes00:07:22
from the paper00:07:23
quote we demonstrate that Beyond its00:07:26
Mastery of language gpt4 can solve novel00:07:29
and difficult tasks that span00:07:31
mathematics coding Vision medicine law00:07:35
psychology and more without needing any00:07:38
special prompting moreover in all of00:07:41
these tasks GPT Force performance is00:07:44
strikingly close to human level00:07:45
performance and often vastly surpasses00:07:48
prior models such as chat GPT00:07:51
we believe that gpt4's intelligence00:07:54
signals a true paradigm shift in the00:07:56
field of computer science and Beyond00:07:58
given the breadth and depth of gpt4's00:08:01
capabilities we believe that it could00:08:03
easily be viewed as an early yet still00:08:06
incomplete version of an artificial00:08:08
general intelligence system00:08:10
so it's not full AGI just yet but it00:08:13
looks like we'll be here soon enough if00:08:15
progress continues at the same rate00:08:19
so in all of this you might be confused00:08:21
you might be thinking I've used chat GPT00:08:24
or gpt4 but it doesn't seem that great00:08:27
well it turns out that many people are00:08:29
using it wrong of course there's plenty00:08:31
of prompt Engineers out there to give00:08:33
you tips but here are some of the best00:08:35
ones that I've heard the trick is to00:08:37
make it do and not think00:08:39
a good template to follow is as such00:08:41
give a specific objective for the output00:08:44
a vague input will give you a vague00:08:45
answer00:08:47
give a specific format for the answer00:08:50
and lastly give a specific list of00:08:52
things that it should avoid00:08:54
and it all makes sense you can't give a00:08:57
worker fake instructions and expect an00:08:59
amazing result first is being specific00:09:01
in what you want and here it's the same00:09:03
thing00:09:04
here are some examples of some people00:09:06
who have figured it out and got gpt4 to00:09:08
do some amazing things00:09:15
just over a week since its release00:09:16
people around the world have started to00:09:19
discover the whole world of new00:09:20
possibilities that this new AI model has00:09:22
to offer due to its boost in deep00:09:25
learning it got significantly better at00:09:27
coding one user was able to create five00:09:29
microservices for a new product in less00:09:32
than three hours with the help of the00:09:34
new tap GPT for context the same service00:09:37
usually takes a human developer around00:09:39
two weeks and it would cost in the range00:09:41
of five thousand dollars00:09:44
another user was able to create a Google00:09:46
Chrome extension in a matter of minutes00:09:48
from the ground up00:09:50
what about an iPhone app built from00:09:52
scratch using just gpt4 and it's already00:09:55
on the App Store00:09:56
its capabilities to create video games00:09:58
has also improved dramatically as well00:10:00
it can now create games all the way from00:10:03
classics like snake and Tetris to more00:10:05
advanced 3D prototypes like the original00:10:07
Doom with its extended input and output00:10:11
it can now process a lot more00:10:13
information00:10:14
it was able to find multiple00:10:16
vulnerabilities on a live ethereum00:10:18
contract00:10:19
the extended output also facilitates00:10:21
creating deeper content for example the00:10:24
CEO of LinkedIn was able to come up with00:10:26
the first AI created book00:10:29
staying on the creative Side by00:10:31
combining gpt4 with other AI tools such00:10:34
as mid-journey Runway gen 1 and boomi AI00:10:37
one user was even able to make a movie00:10:42
and here's another example of a short00:10:44
clip completely made by AI00:10:56
tpt4 is also able to help with taxes or00:10:59
how about drug discovery by giving it a00:11:02
current drug it can find compounds with00:11:04
similar properties modify them and make00:11:07
sure that they're not patented and it00:11:09
can even help you purchase these00:11:10
compounds from A supplier00:11:12
one user asked the system I have a00:11:14
hundred dollars how can I make as much00:11:16
money as possible GPT 4 then acted00:11:19
basically as a company founder and at00:11:21
the time of writing it's been four days00:11:23
since the experiment began and so far00:11:25
the user is up fifteen dollars00:11:29
you've probably been hearing a lot about00:11:31
chat GPT it's this powerful artificial00:11:34
intelligence bot that can write papers00:11:37
for you and maybe even pass a bar exam00:11:39
but what about having it just make you00:11:41
some money and I'm talking about real00:11:43
money this week one person gave it a00:11:45
simple task explaining it on Twitter he00:11:48
said I gave chat GPT for a budget of a00:11:51
hundred dollars and I told it to make as00:11:53
much money as possible I'm acting as a00:11:55
human liaison buying anything it says to00:11:57
that was Wednesday so 24 hours later the00:12:01
stakes were raised significantly it's00:12:03
day two y'all I've given hustle GPT a00:12:07
formal challenge to get to a hundred00:12:08
thousand dollars cash on hand as quickly00:12:12
as possible just sitting I thought it00:12:14
would be a fun idea I went on Twitter00:12:16
and it really it kind of blew up very00:12:18
quickly and so now we've got a community00:12:20
on Discord of 200 people all trying this00:12:22
hustle GPT Challenge and about 30 people00:12:25
starting their own projects with it it's00:12:27
been pretty crazy00:12:28
so I'll tell you exactly what's going on00:12:30
is it suggested this name green Gadget00:12:33
Guru I asked chat GPT come up with a00:12:36
business idea come up with a name all go00:12:38
out and buy the domain I'll get00:12:40
everything set up it's it's you in the00:12:42
driver's seat I'm just the human liaison00:12:44
like you said on another note not00:12:46
related to gpt4 specifically but still00:12:49
extremely interesting nonetheless a00:12:51
Chinese company took this a step further00:12:53
they made an AI their CEO it's in charge00:12:56
of analytics leadership decisions risk00:12:58
management and workplace efficiency00:13:00
since its introduction the company's00:13:03
stock has constantly outperformed the00:13:05
overall market for seven months now00:13:08
companies are also moving rapidly to00:13:11
create new Services based on the00:13:12
capabilities of gpt4 there are countless00:13:15
new projects these are just a few00:13:17
creating personalized bedtime stories00:13:20
for your kids to fall asleep to00:13:21
ai-powered matchmaking to make your00:13:23
dating life easier and in the case that00:13:26
you want to file a quick lawsuit there's00:13:28
also a solution for that some of these00:13:30
services are complete game changers for00:13:32
people one of these is a visual00:13:34
assistant it's an app that helps the00:13:36
visually impaired get some of their00:13:38
day-to-day functions back00:13:41
Duolingo has created a new feature in00:13:43
its subscription program that allows you00:13:45
to access a private AI tutor00:13:48
Khan Academy also introduced ai-based00:13:51
tutors for both students and teachers it00:13:53
seems that the knowledge Gap can start00:13:55
to be closed with the introduction of00:13:57
these new tools it's not only much00:13:59
cheaper but it offers high levels of00:14:02
personalized education a problem that00:14:04
has forever plagued the field00:14:09
so with human level reasoning how far00:14:13
are we from starting to see this type of00:14:15
AI acting on its own00:14:17
according to its creators there is00:14:19
evidence that this new model was00:14:21
developing independent long-term plans00:14:23
while accumulating power and resources00:14:26
to carry them out00:14:28
during the testing project by openai00:14:30
something very peculiar happened00:14:33
while testing for potentially risky00:14:35
Behavior gpt4 lied to a gig worker on00:14:38
taskrabbit telling them that it was00:14:39
visually impaired and it hired this00:14:41
human worker to get around capture00:14:43
restrictions moreover gpt4 can even just00:14:47
recognize the capture images itself when00:14:49
asked00:14:50
despite these worrying signs the model00:14:53
was not able to better itself on its own00:14:55
even if it had the research but how long00:14:58
will this last nobody knows not even its00:15:01
creators00:15:02
and what about jobs who's most at risk00:15:06
well in an open AI study here are the00:15:09
most at-risk jobs and sadly for many00:15:12
people it's not looking great according00:15:14
to them almost no one will escape00:15:17
80 percent of U.S jobs will be impacted00:15:19
by 10 or more and the figures should be00:15:22
similar in the rest of the developed00:15:23
world00:15:25
the worst affected are those in High00:15:27
Finance Insurance data processing00:15:30
publishing scientists and most00:15:32
interestingly monetary authorities like00:15:35
central banks00:15:36
now me personally I don't think that00:15:38
last one is such a bad thing00:15:40
the least affected were agriculture wood00:15:43
manufacturing food Mining and00:15:45
construction and this kind of makes00:15:47
sense the physical jobs will be the last00:15:49
to go00:15:51
but the sad thing is a lot of the world00:15:53
still doesn't even know this is00:15:54
happening so they're going to be00:15:55
completely blindsided00:15:57
and this brings us to an interesting00:15:59
discussion while more competition tends00:16:02
to be good for the consumer in a rare00:16:04
case this time around it may not be so00:16:07
as companies move faster and faster to00:16:10
integrate AI into their Solutions the00:16:12
guardrails of these Technologies are00:16:14
starting to be removed00:16:16
gpt4 was not supposed to be released00:16:19
this soon00:16:20
in the official document the researchers00:16:23
state that they do not endorse gpt4's00:16:25
release all Microsoft's deployment plans00:16:28
seems like the launch may have been00:16:30
accelerated by corporate pressure from00:16:32
Microsoft00:16:33
a leaked audio recording from00:16:35
Microsoft's VP John Montgomery seems to00:16:38
indicate the same he stated to his team00:16:40
that quote the pressure from CTO Kevin00:16:43
Scott and CEO Satya Nadella is very very00:16:47
high to take the most recent open AI00:16:49
models and the ones that come after them00:16:51
and move them into the consumer's hands00:16:53
at a very high speed00:16:55
concerns continue to grow as there was a00:16:58
shocking announcement made00:17:00
Microsoft had fired their entire AI00:17:02
ethics team that the company just00:17:04
removed the brakes00:17:06
as the pace becomes more rapid more and00:17:08
more companies will lose the incentive00:17:10
to withhold these new models and launch00:17:12
them as they are as soon as possible00:17:15
the consequences of such actions could00:17:17
be drastic and this is mainly because00:17:19
the next version May behave in ways that00:17:21
we simply cannot predict00:17:23
foreign00:17:24
[Music]00:17:28
at the same time other big tech00:17:31
companies announced their own intentions00:17:33
for creating large language models among00:17:36
these companies are Apple Amazon and00:17:38
Baidu00:17:39
and while these models are likely to00:17:41
compete for size and quality a major00:17:43
breakthrough in costs came from Stanford00:17:46
its own language model alpaca was00:17:48
trained using other existing language00:17:50
models as a result while not competitive00:17:53
with the latest gpt4 the cost reduction00:17:56
was insane00:17:58
to train a model like GPT cost somewhere00:18:00
in the ballpark of 4 million dollars and00:18:03
alpaca it only cost 600 to train to put00:18:07
this in perspective this type of cost00:18:10
reduction was projected to only happen00:18:12
in the year 2030.00:18:15
what was supposed to take eight years of00:18:17
work only took five weeks please just00:18:20
stop and think about that for a second00:18:22
this opens up the gates for more00:18:24
entities to create their own models for00:18:26
Better or For Worse and to add to that00:18:29
while the majority of the cost comes00:18:31
from running the actual model due to00:18:33
alpaca's small size it can also run on a00:18:36
local computer reducing its operational00:18:38
cost this type of accessibility can be00:18:41
an absolute game changer for many00:18:42
companies00:18:43
is pretty much locked in that in a few00:18:45
years time we'll all be able to run00:18:47
localized AI chat bots on our00:18:49
smartphones00:18:51
next we'll move on to the latest in the00:18:54
corporate AI War00:18:55
but before we get to that let's take a00:18:57
look at something else going on in the00:18:58
world of AI the AI image generator00:19:00
mid-journey has just ticked into its00:19:03
fifth iteration some of the images that00:19:05
have come out of it are so lifelike that00:19:07
it's insane let's take a look at some of00:19:09
them00:19:15
we'll see00:19:18
[Music]00:19:35
[Music]00:20:08
thank you00:20:11
[Music]00:20:17
and remember this is the worst that it00:20:20
would ever be00:20:23
so now all of this brings us to the00:20:26
latest development in the AI War a lot00:20:29
has happened in a short period of time00:20:31
and the speed of updates only seems to00:20:33
increase00:20:34
during the same week both Google and00:20:36
Microsoft announced their own00:20:38
work-related AI integration applications00:20:40
after sounding the alarm earlier this00:20:43
year Google tried to have the first move00:20:45
in this space00:20:46
and as such on March 14th they released00:20:49
new AI powered features to Google00:20:51
workspace however this victory was00:20:54
short-lived as only a few days later00:20:56
Microsoft revealed its own slew of00:20:58
ai-powered updates to their office00:21:00
applications and with that it seems that00:21:03
both companies are looking to steal00:21:04
market share from one another in the00:21:06
field of work-related applications00:21:08
the search engine battle is also in full00:21:10
swing it's clear that Microsoft is going00:21:13
all in dual gpt4 is only available to00:21:16
subscribers anyone can access it using00:21:19
Bing Microsoft was using it for Bing the00:21:21
whole time while we don't have the00:21:23
numbers to see if the strategy is00:21:25
working Microsoft is certainly spending00:21:27
a lot of resources to disrupt Google's00:21:29
business00:21:31
while the main news is for sure the00:21:33
launch of gpt4 its integration of00:21:36
third-party extensions has caused a stir00:21:38
now it can have access to the internet00:21:39
book travel buy groceries or with direct00:21:43
support from companies that specialize00:21:45
in these fields it no longer has to00:21:47
guess00:21:48
many fear that this is all moving way00:21:51
too fast there's already been a data00:21:53
leak of users chat history to other00:21:54
users if gpt4 has only been out for00:21:58
about two weeks how do we know what00:21:59
happens when it can read and write to00:22:01
the internet in real time00:22:03
I guess we're all going to find out00:22:04
together00:22:05
but aside from that there's been some00:22:07
other important recent events in the AI00:22:09
industry00:22:11
starting off with Google it released an00:22:14
API for its own language model Palm00:22:17
this is important news since the00:22:19
development of AI apps by users will be00:22:22
a fundamental component for the00:22:23
competitiveness of Google in the future00:22:26
this was followed by the release of00:22:27
their Bard AI to a select group of users00:22:30
unfortunately for Google the reaction00:22:32
was more or less consistent across users00:22:34
Bard is significantly worse than even00:22:37
chat GPT00:22:39
but I think Google could LeapFrog they00:22:41
have the resources to do it so we're all00:22:43
going to just have to wait and see00:22:45
in other news Adobe released their AI00:22:48
art generator Firefly Nvidia announced00:22:51
foundations A system that will allow any00:22:53
company to create generative AI given00:22:55
enough data Jensen Huang CEO of Nvidia00:22:59
also stated that quote every single00:23:01
Pixel will be generated soon not00:23:03
rendered generated00:23:08
this flurry of a Breakneck speed00:23:11
innovation in the field of AI has caused00:23:13
none other than Bill Gates to speak up00:23:16
love him or hate him Bill Gates knows a00:23:18
lot about one thing the world of00:23:20
computing on March 21st 2023 he wrote a00:23:24
personal note on his website Gates notes00:23:27
and declared that we have entered the00:23:29
age of AI the penny dropped for him when00:23:32
he saw GPT achieved the equivalent of an00:23:34
A or a plus grade on a college-level00:23:37
biology test and that was last year00:23:39
since then things have progressed a00:23:41
whole lot00:23:43
I think it's safe to say that we're in a00:23:45
new era as I stated before we're moving00:23:48
from the information age into the00:23:50
knowledge age00:23:51
I might keep providing updates like this00:23:53
every now and again if you guys are00:23:55
willing to hear me talk about them feel00:23:57
free to let me know your thoughts about00:23:59
all of this in the comments section00:24:00
below if you want to see me talk about00:24:02
topics like this or other episodes that00:24:04
I've done in extended format definitely00:24:06
check out my podcast through the web00:24:08
I'll leave a link for it in the00:24:09
description00:24:11
cheers guys have a good one I think00:24:14
about the Next Generation though like00:24:16
growing from the people born now the00:24:18
baby's born now they're growing up in a00:24:20
world where it's like computers always00:24:22
talked you could just always write00:24:23
something always an assistant speak00:24:25
something and it could generate a movie00:24:26
that was always how it was and it's just00:24:28
like wow what will they be shocked by00:24:31
yeah it's so true00:24:33
so true yeah that's such a great great00:24:36
question like what world did we shocked00:24:38
by00:24:39
um yeah like what's left00:24:43
it's like designed by Ai and it was done00:24:46
years ago00:24:50
foreign00:24:53
[Music]00:24:54
all time00:25:00
[Music]00:25:07
[Music]00:25:17
it's me thinkingDescription:
In this episode, we take a deep look at the two weeks that changed the world. From GPT-4 to Google Bard, Midjourney v5 and even talk of AGI from Microsoft, it’s all right here. Podcast: https://www.youtube.com/watch?v=dp_A32XkXYs Intro Track: https://www.youtube.com/watch?v=IECITKmNnzM Track during Midjourney section: https://www.youtube.com/watch?v=N8HYLv4WZWY Outro Track: https://www.youtube.com/watch?v=8nTMej5WIOw Runway-1 video credit at 10:45 : https://twitter.com/nickfloats » ColdFusion Discord: https://discord.com/invite/coldfusion » Twitter | @ColdFusion_TV » Instagram | coldfusiontv » Facebook | https://www.facebook.com/unsupportedbrowser Producer: Dagogo Altraide
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