Claude 3.5 Deep Dive: This new AI destroys GPT
Summary
TLDRThis video script showcases the capabilities of the newly released AI model, Claude 3.5 Sonet, demonstrating its proficiency in creating games, interactive infographics, presentations, and animations with minimal prompting. The model's impressive performance in coding, reasoning, and knowledge benchmarks is highlighted, outperforming previous models including GPT 40. Viewers are encouraged to explore the model's potential for creative and professional tasks, with a focus on its ease of use and efficiency.
Takeaways
- 😲 Claude 3.5 Sonet is a new AI model released by Anthropic that has impressed users with its capabilities, outperforming previous models including GPT-40.
- 🎮 The model can create fully functional games like Snake and Tetris in Python with minimal prompting, showcasing its strong coding proficiency.
- 📊 It can transform dull financial reports into interactive infographics, making complex data more accessible and visually engaging.
- 🎵 Claude 3.5 can generate audio visualizers that sync with uploaded audio files, offering a dynamic and customizable user experience.
- 🌐 The AI can recreate website UI designs into front-end code from screenshots, demonstrating its ability to understand and replicate visual elements.
- 📈 It can create presentations and infographics with animations and interactive elements, streamlining the process of report generation.
- 🤖 Claude 3.5 has a user-friendly interface that allows for iterative code development within the chat window, enhancing convenience.
- 🏆 The model has set new industry benchmarks in reasoning, knowledge, and coding proficiency, according to livebench leaderboard.
- 📈 It operates at twice the speed of Claude 3 Opus, the previous top model, while being more cost-effective, making it ideal for complex tasks.
- 🔍 Improvements in Claude 3.5 are attributed to innovations in training, including feedback to enhance logical reasoning and the use of AI-generated data.
- 🚀 The release of Claude 3.5 Sonet indicates ongoing progress in AI, with more advanced models like 3.5 Haiku and 3.5 Opus expected later this year.
Q & A
What is the name of the AI model discussed in the video script?
-The AI model discussed in the video script is Claude 3.5 Sonet.
What are some of the capabilities of Claude 3.5 Sonet as mentioned in the script?
-Claude 3.5 Sonet can create 3D first-person shooters, interactive particle clouds, audio visualizers, and interactive infographics from financial reports, among other things.
How does the user interface of Claude 3.5 Sonet enhance the coding experience according to the script?
-The user interface of Claude 3.5 Sonet allows users to see the code side by side with their prompts and explanations, enabling them to iterate on their code in the same window before finalizing it, which streamlines the process and makes it more convenient.
What is the significance of the 'artifacts' feature in Claude 3.5 Sonet?
-The 'artifacts' feature in Claude 3.5 Sonet allows it to generate presentations, designs, tables, and code in a separate window alongside the chat, which is crucial for creating more complex outputs like games or presentations.
How does Claude 3.5 Sonet handle creating a snake game in Python?
-Claude 3.5 Sonet can create a fully functional snake game in Python with a single prompt, including features like growing the snake when it eats food and ending the game when the snake hits a wall or itself.
What is the process of adding a scoreboard to the snake game created by Claude 3.5 Sonet?
-To add a scoreboard to the snake game, the user simply prompts Claude 3.5 Sonet with a request to add a scoreboard, and it generates the necessary code to include this feature without breaking the existing game functionality.
How does Claude 3.5 Sonet compare to other AI models in terms of creating a Tetris game?
-Claude 3.5 Sonet can create a fully functional Tetris game with just two prompts, which is an impressive feat that other AI models, including GPT 4 and Llama 3, struggle to match.
What are some of the benchmarks where Claude 3.5 Sonet outperforms GPT 40 according to the script?
-Claude 3.5 Sonet outperforms GPT 40 in benchmarks such as graduate level reasoning, undergraduate level knowledge, coding proficiency, and multilingual math, except for undergraduate level knowledge in zero-shot scenarios.
What is the Livebench leaderboard and how does Claude 3.5 Sonet perform on it?
-The Livebench leaderboard is a contamination-free benchmark that measures AI model performance across various metrics. Claude 3.5 Sonet significantly outperforms GPT 40 on this leaderboard, especially in reasoning and coding.
What is the significance of Claude 3.5 Sonet's closed-source nature and the insights provided by the team about its architecture?
-Claude 3.5 Sonet's closed-source nature means the exact architecture is not publicly known. However, the team has revealed that its competence comes from innovations in training, including feedback designed to improve logical reasoning skills, and the use of AI-generated data, which suggests a focus on high-quality data and architectural tweaks for improved performance.
What are some of the future plans for the Claude 3.5 model family mentioned in the script?
-The future plans for the Claude 3.5 model family include the release of 3.5 Haiku, the smaller model, and 3.5 Opus, the bigger model, later in the year, promising even more advanced capabilities.
Outlines
😲 Impressive AI Capabilities of Claude 3.5 Sonet
The speaker expresses amazement at the capabilities of the newly released AI model, Claude 3.5 Sonet, highlighting its ability to create a 3D first-person shooter, interactive particle cloud, and audio visualizer with minimal prompts. They also demonstrate converting a financial report into an interactive infographic and recreating a website design using code. The video script details the process of testing the AI's limits and features, emphasizing the ease of use and the impressive results obtained from simple prompts.
🎮 Creating Games and Visualizers with Claude 3.5
The script describes the process of creating a functional snake game using Python with Claude 3.5, including adding features like a scoreboard without breaking the existing code. It also covers the creation of an audio visualizer that synchronizes with uploaded audio files and the customization of the visualizer's appearance and settings. The speaker is impressed with the AI's ability to generate code for these tasks with a single prompt, showcasing Claude 3.5's advanced capabilities.
🌐 Transforming UI Designs and Financial Reports
The speaker demonstrates Claude 3.5's ability to convert a screenshot of a Spotify homepage into front-end code and to create a Tetris game in Python, which initially presents an error but is successfully resolved with a follow-up prompt. They also show the creation of an interactive infographic from a financial report, highlighting the AI's capacity to extract key metrics and present them in an engaging format, significantly streamlining the process of report creation.
🤖 Advanced AI Features for Presentations and Diagrams
The script discusses Claude 3.5's ability to generate presentations, such as one on the health implications of coffee, with detailed slides and animations. It also covers the creation of an interactive animation from a neural network diagram, which includes features like data flow representation and user controls for the animation. The speaker is impressed by the ease with which Claude 3.5 can animate diagrams for educational purposes.
🚀 Claude 3.5 Sonet's Benchmarks and Comparisons
The speaker provides an overview of Claude 3.5 Sonet's performance benchmarks, comparing it favorably to previous models and to GPT 40 in various categories such as reasoning, coding proficiency, and knowledge. They discuss the model's architecture, training innovations, and the use of synthetic data to enhance its capabilities. The script also mentions upcoming releases of other models in the Claude 3.5 family and the potential for even greater intelligence.
🔧 Claude 3.5 Sonet's Impact on Creativity and Workflows
The script highlights the potential applications of Claude 3.5 Sonet in enhancing creativity and simplifying workflows, such as creating games, visualizations, and reports. The speaker encourages viewers to explore the AI's capabilities and share their creations, emphasizing the model's user-friendly interface and its ability to handle iterative coding tasks efficiently.
🌟 Wrapping Up Claude 3.5 Sonet's Introduction
In conclusion, the speaker summarizes the key points about Claude 3.5 Sonet, its impressive performance, and the excitement surrounding its release. They invite viewers to share their thoughts and projects created using the AI model and promote a website for AI tools and job opportunities in the AI field, wrapping up the video with a call to like, share, subscribe, and stay tuned for more content.
Mindmap
Keywords
💡3D First-Person Shooter
💡Interactive Infographic
💡Audio Visualizer
💡Code Generation
💡Artifacts
💡Snake Game
💡Tetris Game
💡Presentation
💡Neural Network
💡3D Particle Cloud
💡Claude 3.5 Sonet
Highlights
Claude 3.5 Sonet's release is a significant advancement in AI, outperforming existing models including GPT-40.
The AI can create a 3D first-person shooter game, interactive particle cloud, and audio visualizer with a single prompt.
Claude 3.5 Sonet can convert a mundane financial report into an interactive infographic.
Users can recreate a website's UI design into frontend code using a screenshot and a simple prompt.
The AI successfully created a functional snake game in Python with zero-shot prompting.
Adding features like a scoreboard to the snake game can be done without breaking existing code.
Claude 3.5 Sonet can generate presentations and designs through the 'artifacts' feature.
The AI can create an audio visualizer that syncs with any uploaded audio file.
A single HTML page can be created for uploading and visualizing audio with customizable settings.
Claude 3.5 Sonet can build a Tetris game in Python with minimal prompting.
The AI can create a fully functional Tetris game with a scoreboard and different shapes in just two prompts.
Claude 3.5 Sonet can generate an interactive 3D particle cloud with user-adjustable parameters.
The AI can create an interactive animation from a neural network diagram for educational purposes.
Claude 3.5 Sonet sets new industry benchmarks for reasoning, knowledge, and coding proficiency.
The model operates at twice the speed of Claude 3 Opus while being more cost-effective.
Claude 3.5 Sonet's improvements are attributed to innovations in training and architectural tweaks.
The AI model uses synthetic data and architectural innovations to enhance its intelligence.
Claude 3.5 Sonet is available for free on the cloud and iOS app with higher rate limits for subscribers.
The model's performance has been positively received, especially for coding and reasoning tasks.
Claude 3.5 Sonet is expected to be followed by the release of the smaller 3.5 Haiku and larger 3.5 Opus models.
Transcripts
all right can it create a 3D firstperson
shooter oh my
God can it create a 3D interactive
particle
Cloud oh my
God all right can it convert this very
boring financial report into an
interactive
infographic oh my
God can it create an audio visualizer
that would sync with any audio that I
upload holy smokes this is just
insane all right I'm going to take a
screenshot of a website just plug it
into here and I'm going to get it to
recreate this using
Code okay I'm just mind blown again this
is
crazy so a few days ago clae 3.5 Sonet
was released and this is by far the best
AI model out there it just blows all the
existing models including GPT 40 out of
the water now instead of posting a video
right away I actually spent the past few
days testing it out to see what cool and
creative things you can do with it and
also test out its limits so that's
exactly what I'm going to share with you
today now we'll go over the specs in a
second but let's just jump right in so I
can show you the cool things that it can
do so all you got to do is go to cloud.
which I'll link to in the description
below below and then sign up for a free
account once you sign up you're going to
see this artifacts window it's really
important to click into it and enable
artifacts this basically allows Claude
to generate presentations and designs
and tables and code in a separate window
alongside your chat so once you have
this on we can start a new chat now you
can do regular things with this chatbot
like you would chat GPT for example get
it to summarize things paraphrase things
things ask it questions ask it to write
an essay ask it to translate stuff you
know normal stuff but it can do a lot
more than that so let's start off by
getting it to create a snake game so I'm
going to Simply prompt it with create a
snake game using Python and this is a
really simple prompt none of the other
AI models out there could create a fully
functional snake game that works in the
first try except for GPT 40 and llama
free to some extent but even those two
are not great all right so let's see if
this actually works down here in this
bottom right corner I can just copy the
entire code and then in vs code I'm
going to create a new file and just call
it game. py and then I'm going to paste
in the code here and then click run all
right so the game is running now I'm
going to use my arrow keys to move the
snake as you can see here and when I eat
the food I do get longer so that works
very nice now let's see what happens if
I hit the wall that's exactly what it
should do so if I hit a wall I lose the
game Let's press C to play again now I'm
going to eat enough food to get really
long and then I'm going to try to hit
myself and see if I lose the
game note that most of the other AI chat
Bots except for I think GPT 40 and llama
3 are able to understand that if I hit
myself I should
lose all right so you can see if I touch
myself I also lose the game and this is
exactly what should happen so I'm really
impressed it built a perfectly
functional snake game zero shot which
means I only prompted it once I didn't
need to follow up with anything and it
was able to successfully create the
snake game in Python but you can do much
more than that and here's the beauty of
Claude 3.5 you can atively add more
features to your game and it wouldn't
break your existing code so for example
let's say add a scoreboard to the game
again really simple it's just a really
simple prompt I didn't even say add a
scoreboard so it adds one every time I
eat the food I'm just assuming it's
smart enough to understand this so here
it's explaining all the additions but
I'm just going to like copy the entire
code and then going back to vs code I'm
going to select all delete my existing
code and then just paste in the new code
here and then I'm going to click run and
voila here we have a scoreboard and
let's see if I eat the food wow I get 10
points 20 points oh this one is
challenging
a perfect so you can keep adding more
and more features to your game and
Claude can add these to your code
without breaking your existing code so
I'm going to quit this game first let's
try something even more challenging so
I'm going to search for audio visualizer
in Google Images and pick one that I
like so I like the look of this one I'm
going to take a screenshot of
that and then paste it into Cloud 3.5
and then I'm going to write create a
single HTML page that lets me upload an
audio file and then sync that audio with
a visualizer like the attached image
don't use unsupported libraries this is
to make sure that it works natively in
artifacts all right so let's see what we
get everything looks good so
far all right so we got this upload
button I'm going to upload this song
that I created using another AI tool
called udio check out this video if you
want to learn how I made this song
[Applause]
feel the light you know you're like like
this oh
[Music]
baby and you can see this is indeed an
audio visualizer that matches my upload
image this is really impressive now we
could decrease the sensitivity so that
the lines don't exceed the edges of the
frame but I mean this is already very
impressive that it's able to build this
with just one prompt all right so let's
say I don't like the look of this
circular visualizer so I'm going to
Google another visualizer which I like
the look of and I like this one so I'm
going to take a screenshot of this
and then paste it in
here and then I'm going to write make
the visualizer look like this
instead just a really simple prompt and
let's see what it can
do all right so our code is ready I'm
going to upload the same song
[Music]
baby feel the light you look like you
like
[Music]
this and here we have a visualizer this
doesn't look exactly like the image I
uploaded but but the shape and colors do
match to some extent very nice so next
I'm going to write add settings to
customize the sensitivity and the colors
of the
visualizer and then you can see it's
running its magic now and this is really
fast compared to other tools including
chat
GPT all right so now that it's finished
running the code you can see not only
can I upload my audio file there's also
a sensitivity knob there's also so a
start color and end color so I'm going
to upload the same song and then I'm
going to adjust the sensitivity I'm
going to adjust the start color and the
end
color
baby feel the light you know you like it
like
this oh
baby
night and there you have it I am just so
impressed by this I've probably used the
word impressed many times in this video
already but I mean that's exactly what I
feel right now now let's try something
even crazier so I am on the homepage of
Spotify let's take a screenshot of this
and then going back to Cloud 3.5 I'm
going to paste in the screenshot here
and then I'm going to write convert this
UI design into frontend code really
simple prompt let's see if it can pull
this
off oh my gosh and here we go isn't that
crazy so yes it doesn't pull the exact
images of the artist or the Spotify logo
from this you have to add it in yourself
but I mean just within seconds you can
duplicate this wireframe from Spotify
already isn't that crazy now this is
only front-end code of course there's a
lot more to a website such as linking
the data from the back end to the front
end but I mean just the fact that it's
able to recreate this page just from a
screenshot within a few seconds and then
just from one prompt without refining it
any further this is just mind-blowing
now let's try something even crazier I'm
going to prompt it create Tetris game
using python now again Tetris is a lot
trickier than a snake game so if it's
able to pull this off zero shot which
means I don't need to prompt it further
it can just create a fully functional
Tetris game in one go I would be very
very impressed all right so it says use
the arrow keys left right down arrows to
move the pieces and then the up arrow is
to rotate the piece the game ends when a
new piece can't be placed at the top of
the grid all right I'm so excited to try
this out so again I'm going to copy the
entire code and then nvs code delete
everything that's here and then paste
this Tetris code in and then click run
oh now I am hitting an error this is
quite a complicated game so it could not
get this in one shot I'm just going to
copy this entire error message and then
paste it back in here and then see if it
works again with this tool you don't
really need to learn how to code like
you don't need to understand what on
Earth is going on here with AI all you
need to do is if you hit an error
message just paste it into the chat bot
rinse and repeat and eventually you're
going to get this game to work so I'm
going to copy the contents and then
paste it in here again click save and
then I will click run and wow this time
it
works wow this is really good and I hate
these shapes and oh my gosh this really
is
Tetris now as you can see I suck at
Tetris so let me try to form a full line
and see if the line disappears oh I hate
these shapes I really hate these
shapes why did I do that oh my
goodness all right I'm going to form a
new line and let's see if it
disappears and yes it does wow this is
so cool all right so I'm going to try
and lose the game
now so if I hit the
top wow perfect that is so cool so with
just two prompts I was able to build a
fully functional Tetris game right with
all these different shapes and colors
with a scoreboard and it's able to
generate this perfectly none of the
other AI models including GPT 4
including llama 3 could create a fully
functional Tetris game with just two
prompts this is just is truly impressive
and Tetris isn't the only type of game
that Claude 3.5 could create so this
user created an entire 3D firstperson
shooter similar to the game Doom in just
three prompts and it comes with a
complete generated map and sound effects
and zombies that come after you how
insane is that this is like so
impressive and definitely no other AI
model can create such a game in just
three prompts and and imagine if you
keep reiterating if you keep prompting
it further to add new features What type
of game you could create in the end this
honestly unleashes so much creativity
but that's not all it can do here is
something even cooler you can create
entire presentations all within this
chatbot so for example let's write
create a JS presentation on the health
implications of coffee let's see if we
can do
this wow look at that isn't this insane
it created this entire presentation with
just one prompt so let's see what it
wrote Health implications of coffee
coffee is one of the most popular
beverages worldwide all right so slide
two slide three four etc etc now of
course you can style this up so for
example use chill aesthetic colors add
images
and charts where appropriate and let's
see if this works all right so it's
adding a lot more detail now very nice
so here you can see it's just using a
placeholder I can go in and add some
images of coffee afterwards but wow look
at that so let me go back to the
previous slide note that when I go to
the slide with the table it even
animates the bars holy smokes this is
just so impressive so you know forget
having to manually set animations in
Microsoft PowerPoint when you can do
this I mean how cool is
that wow I'm just really impressed by
this so I mean if you're a student or if
you're at work and you need to create a
presentation all you got to do is you
know upload a document here with all the
info you need in the presentation and
then prompt it to create a full
presentation for you it's as simple as
that so let's say you want to create an
infog graic reports so I'm taking the
10q report from Tesla this is basically
their financial report for the first
quarter of 2024 so it's very boring it
looks like this I'm going to save this
as a PDF and then back in Claude I'm
going to upload the PDF here and then
I'm going to say create an interactive
to page infographic on the attached
document let's see if we can do this
all right so it's setting up the code
now holy smokes that is crazy it even
comes with symbols it gives you the key
performance metrics these charts are
interactive let me scroll down a bit
that is just crazy and I mean it took
all this info from this boring document
right it's able to you know tease apart
all these numbers and just give you the
key metric let's check out page two and
then here it lists the key highlights
and Outlook so I am just absolutely mind
blown by this how impressive this is I
mean if your job is to create these
reports or presentations think of how
easy this is going to make your life
before you probably need to spend at
least an hour compiling this report and
then designing the PDF or the
presentation but with this you can just
plug in a document and it would spit out
a fully designed report for you in a
matter of seconds all right let's try
something else so I've used this tool to
create a diagram of a neural network now
let's say I want to use this for an
animation for an educational video well
all I have to do is take a screenshot of
this and then going back to Cloud I will
paste the screenshot into here I'm just
pressing crl +v and then here's another
trick instead of me thinking of what
prompt to type I'm going to ask Claude
3.5 what prompt should I write to get
yourself to generate an animation of
this diagram now to save some credits I
don't want to ask this directly in clae
AI so I'm using another tool called po
which also has Claude
3.5 however Po's version does not have
this artifact window which previews the
code that it generates and so that's why
I use pose Cloud 3.5 just for text
prompts but it's essentially the same
thing it's also using Cloud 3.5 so in po
I'm simply asking it to give me a prompt
to create an interactive animation from
the attached neural network diagram to
use with Claude 3.5 and artifacts and
then it's suggested that I use this
prompt so I am just going to copy the
whole thing and then going back to Cloud
I'm going to paste it in here so the
prompt is using the neural network
diagram I've shared as a reference
please create an interactive HTML JS
animation that demonstrates the flow of
data through this network it should
include a visual representation of the
network structure matching the layout in
the image animated paths showing data
flowing from the input layer through the
hidden layers to the output layer the
ability to input sample data into the
five input nodes I'm not sure what this
would do but let's just leave it and
then visual feedback showing how the
activation of nodes changes based on the
input and then a simple UI to control
the animation speed and reset this
simulation all right so let's click
enter and see what it gives
us there's a lot of code that it's
generating so this seems like quite a
complex animation wow this is crazy all
right so let's see how we use this let
me tell you about this awesome AI
assistant called chat llm by our sponsor
Abacus a you can try it for free via the
link in the description below chat llm
is an awesome way to use different llms
all in one place this includes the
newest GPT 40 meta's llama 3 anthropics
Claude Opus and more not only can you
chat with it like a regular chatbot but
it also retrieves the latest data from
the web ensuring that your output is the
most up toate you can also get these
llms to generate images for you right in
the chat so there's no need to head to a
separate image gener a platform you can
also create custom AI agents designed to
perform specific tasks whether it's
automating customer support generating
reports or any other function your
custom AI agent will handle it with
precision and collaboration is made easy
with chat llm you can invite team
members to join the same chat thread
ensuring everyone is on the same page
and can contribute to the chat moreover
chat llm integrates seamlessly with very
ious Enterprise platforms such as slack
teams and more so you can incorporate AI
into your existing workflows without any
hassle experience the power and
versatility of chat llm by Abacus AI
today try it for free via the link in
the description below now back to the
video this network structure matches the
layout in the image with four layers
first layer has six nodes next it has
eight nodes in each hidden layer and
then four output nodes and that's
exactly what we have so there's six
nodes here eight nodes in each hidden
layer and then four nodes in the output
layer and that's exactly the node count
of my original image and then animated
data flow particles represent data
flowing through the network so actually
let me press start and see what that
does whoa all right so particles
represent data flowing through the
network moving from the input layer
through the hidden layers to the output
layer it seems to be stuck in the first
hidden layer let me try again all right
it seems to be stuck there but anyways
let's continue input simulation the
animation automatically generates random
input data for the five input nodes in a
more advanced version you could add
input fields for user defined data all
right very cool well it seems like the
particles are stuck at the first hidden
layer so let me just type this and see
if it can fix it so the particles are
stuck at the first hidden layer
all right so let's see if it can fix
it all right so let's click Start whoa
that is crazy and note that the numbers
in these nodes update as well that's
just crazy and if we adjust the
speed oh my God I am just so impressed
by this you can see how easy it is to
take any diagram and animate it to for
example make an educational video this
is just so impressive to me and then if
I adjust the speed to be faster you can
see now it it goes really fast and then
if I press stop it stops if I press
reset then the numberers reset to zero
and if I press start again then the data
flows through this neur network again
this is just so impressive honestly all
right let's make something even crazier
so I'm going to write create an app in
one HTML page that can be used in
artifacts make an an interactive 3D
particle cloud with a maximum of 100
particles and then to make sure it works
in artifacts I'm going to write use
three.js for the simulation this is a
JavaScript library that renders 3D
objects for the web and then just to
make sure it works in artifacts I'm
going to write do not use unsupported or
thirdparty libraries or fun functions
create your own functions because I want
this page to be Standalone I just want
it to work off the bat without pulling
from any other dependencies or apis so
let's click generate and see if it can
do
that whoa and here we go let's see what
we can do so users can resize the
browser to see the particle Cloud adapts
to different screen sizes observe the
particles movements and interactions
within the 3D space so if I click into
this does it do anything no it does not
all right so if you'd like to modify or
enhance this particle Cloud here are
some ideas add color variations to the
particles Implement uses controls to
adjust the particle speed or count add
Mouse interaction to affect particle
movement um yeah let's let's paste this
in so I'm just going to copy these three
points and then paste this in here uh
let's see what else we can do add Mouse
interaction to affect Park movement um
and and camera movement let's see if it
can do that all right let's click
generate and see if it can pull this off
by the way already super impressive that
it can create this floating particle
cloud with just one
prompt holy smokes and it does exactly
that so here we change the particles
into different sizes let's try to
increase the particle
count and yes as I as I drag it lower
you can see the particles decrease in
number as I drag it to like 200 you can
see we get a lot more particles and then
particle
speed this is crazy so you can see as I
increase the speed these particles move
a lot faster and they bounce off this
virtual wall and the movements look very
smooth and then if I decrease the speed
you can see the particles move a lot
slower and then look at this mouse
movement movement now affects both
particle movement and Camera position
the camera smoothly follows the mouth
cursor creating a parallax effect so yes
it does you can see as I move the cursor
the particles in the cloud also follow
my cursor to some extent that is just so
cool I hope you're seeing what I'm
seeing here it's a very subtle movement
and of course you can add in an
additional prompt to make this more
sensitive but that is just so cool and
by the way you can always revert back to
a previous version so down here you see
version two of two if you click here
this goes back to version one and then
here you can copy the code of version
one and do whatever you want with it and
then if you go back here here's version
two here's the code of version two
here's the preview of version two and
you know this artifacts window this is
not really AI this is just a built-in
code visualizer but I really love this
interface and you know the problem I've
experienced with using other chat Bots
like GPT or PO is that whenever I create
some code I just need to copy the whole
thing and then paste it in vs code and
then go back to the chatbot and then
refine it further and then copy that new
code and then paste it back in vs code
and then rinse and repeat and it's just
not very convenient but here they really
streamlined it where you can see the
code side by side with your prompt and
with its explanation and then you can
iterate on your code in this same window
before finally pasting the final code
which you're satisfied with to your
project which lives somewhere else so I
really like how they designed this user
interface it just makes things very
convenient all right so let's go over
the specs of Claude 3.5 so here they say
we are launching Claude 3.5 Sonet our
first release in the forthcoming Claude
3.5 model family 3.5 Sonet is now
available for free on cloud. and IOS app
while subscribers can access it with
significantly higher rate limits so
they're kind of doing the same thing as
open AI which also offers their most
Cutting Edge model GPT 40 for free to
all users but the free plan has limits
and if you want to use it more then you
need to subscribe so this is also
available via anthropic API Amazon
bedrock and Google Cloud's vertex Ai and
it has a 200k token context window which
is more than enough for most tasks all
right so here why access is intelligence
and we'll go over the specific benchmark
scores of Claude 3.5 in a second but
note that this version that they just
released is the sonnet version and if
you refer to the previous generation
Claude three they actually have three
different versions the smallest one and
the fastest one is ha cou so Hau has
fewer parameters and therefore it runs
faster but as a result it's less
intelligent and then the mid tier model
is Sonet so Sonet has slightly higher
intelligence than Hau because it has
more parameters but at the same time
it's going to cost more and it's going
to infer a tad bit slower and then their
biggest model and this was previously
the leading model for anthropic this is
Claude 3 Opus this has the highest
parameter count and is the most
intelligent out of all the models but of
course it costs more to run this model
now the crazy thing is is this new
generation 3.5 Sonet which is just the
mid-tier model in this family has
already significantly outperformed the
highest tier model clae 3 Opus they
haven't even released clae 3.5 Opus yet
so once that is released it's going to
be way more intelligent than the sonnet
version that we're seeing right now so
this is just insane progress you can see
this new generation 3.5 not only is it
way smarter than the higher tier model
of the previous generation but it's also
a lot cheaper than Cloud 3 Opus here it
says Cloud 3.5 Sonet sets new industry
benchmarks for graduate level reasoning
undergraduate level knowledge and coding
proficiency and we've definitely seen
that it can indeed code very well it
operates at twice the speed of Claude 3
Opus again this is the best model of the
previous generation so this performance
boost combined with cost-effective
pricing makes Claude 3.5 Sonet ideal for
complex tasks such as customer support
and orchestrating multi-step workflows
and that is indeed what we've seen so as
we code up a project it's able to take
our feedback and iteratively add new
features to the project without breaking
it so this is an example of a multi-step
workflow so let's jump in and see the
benchmarks so across all of these
benchmarks it just destroys Claud
through Opus and across most of them it
also beat GPT 40 except for
undergraduate level knowledge in which
case for zero shot that means you only
prompt it once GPT 40 is a tad bit
better but then for coding Cloud 3.5 is
better same with multilingual math same
with reasoning over text and then
interestingly for math problem solving
GPT 40 still beats Claude 3.5 Sonic and
we have seen GPT 40 solving a math
Olympics problem so it is indeed very
good at math problem solving and then
there are a few other benchmarks here
basically the takeaway message is that
for most of these benchmarks Claude 3.5
Sonet beats not only the biggest model
of the previous generation of CLA but it
also beats GPT 40 which was the leading
AI model so if you go to LM CIS this is
basically the rankings of all the major
AI models based on user blind tests and
you can see GPT 40 is or was number one
now notice that Claude 3.5 isn't on here
yet and that's why gbt 40 is still
number one in this table I'm actually
not sure why Cloud 3.5 hasn't been added
here yet if you know why please let me
know in the comments below however if
you go to yet another leaderboard which
is called livebench which the authors
claim to be a contamination free
benchmark and this is because some of
the AI models might be trained on very
similar problems to Benchmark questions
and if that's the case well then these
models would be very biased in solving
those particular problems and therefore
get a high score across these benchmarks
but for live bench they claim that this
Benchmark does not face this issue and
then if you scroll down to the
leaderboard note that Claude 3.5 Sonet
basically destroys GPT 4 o across all
these metrics including reasoning coding
mathematics data analysis etc etc and
some of these are huge leaps so for
example for reasoning GPT 40 only got 48
and surprisingly GPT 4 Turbo is actually
slightly better at reasoning with a
score of 55 but still CLA 3.5 son it
just blows it out of the water with a
score of 70 same with coding this is by
far the best model for coding at least
according to this live bench benchmark
so previously these GPT 4 models are
only hovering at around 46 47 but Claude
3.5 Sonet is just way better with a
score of 63 and that seems to be the
sentiment of people who've used it so
far everyone's reactions have been quite
positive most people have been saying
how CLA 3.5 son it is noticeably better
especially for coding and reasoning
compared to gbt 40 now CLA 3.5 is a
closed Source model so we don't don't
really know what the architecture is but
the team has revealed some insights on
the model so for example this person who
is head of product at anthropics says
3.5 Sonet is larger than its predecessor
but draws much of its new competence
from Innovations in training for example
the model was given feedback designed to
improve its logical reasoning skills
very interesting and then in another
article the same guy says that the
improvements are the result of
architectural tweaks and new training
data including AI generated data which
data specifically he would not disclose
but he implied that Claude 3.5 Sonic
draws much of its strength from these
training data sets and this is a
recurring Trend that we're seeing in the
latest AI models now it's a known fact
that the more data you have the better
the model will be this is due to
something called scaling laws but the
problem is even like older generations
of AI models we've pretty much train
them on all of the data from the
internet already and that data is not
enough we need more and more data to
make the AI model more intelligent
everything else being equal so how do we
get this new data well it turns out that
you can actually get AI to generate
synthetic data and as long as that data
is clean and high quality you can append
this data to the training set to create
a more intelligent AI model and he also
implied that not only did they use syn
thetic data but they also made some
architectural tweaks now if I were to
guess there's probably like something
agentic going on maybe mixture of Agents
or something but we don't know the full
details and then finally they say that
they will release 3.5 Haiku which is the
smaller model and 3.5 Opus which is the
bigger model later this year so really
exciting times I mean just from the
performance of 3.5 Sonic it's clear that
we aren't even close to hitting a
plateau with these llms we're not seeing
diminishing returns each newer
generation just gets smarter and smarter
and so this is really exciting and there
are so many cool things you can do with
3.5 such as creating games creating
visualizations creating reports and
presentations the sky the limit so
definitely take advantage of this and
play around with it it's totally free to
do so so that sums up this new AI model
Claude 3.5 Sonet let me know in the the
comments what you think of it and if
you've had a chance to play around with
it and have created some cool projects
also welcome to share this in the
comments below I'd love to learn what
you built with it as always if you
enjoyed this video remember to like
share subscribe and stay tuned for more
content also we built a site where you
can find all the AI tools out there as
well as look for jobs in AI machine
learning data science and more check it
out at ai-
search. thanks for watching and I'll see
you in the next one
Weitere ähnliche Videos ansehen
15 INSANE Use Cases for NEW Claude Sonnet 3.5! (Outperforms GPT-4o)
Anthropic's SHOCKING New Model BREAKS the Software Industry! Claude 3.5 Sonnet Insane Coding Ability
o1-Preview: 11 STUNNING Use Cases
Reflection 70B (Fully Tested) : This Opensource LLM beats Claude 3.5 Sonnet & GPT-4O?
How To Use GPT-4o (GPT4o Tutorial) Complete Guide With Tips and Tricks
7 utilisations INCROYABLES de Claude Sonnet 3.5 ! (Au revoir ChatGPT ?)
5.0 / 5 (0 votes)