Google I/O 2024: Everything Revealed in 12 Minutes
Summary
TLDRGoogle IO has unveiled a plethora of AI advancements across their platforms. Project Astra, an AI assistance initiative, enhances information processing by encoding video frames into a timeline for efficient recall. Google's new generative video model, Vo, generates high-quality 1080p videos from various prompts, offering users creative control. The sixth generation of TPUs, Trillion, promises a 4.7x improvement in compute performance. Google Search has been revolutionized with AI, allowing users to ask complex questions and search with photos. The new Gemini model will offer a revamped AI overview experience, providing dynamic and organized search results. Gemini is also set to become the new AI assistant on Android, with context awareness and multimodality capabilities. The integration of AI into Android's OS aims to enhance the smartphone experience while maintaining privacy.
Takeaways
- 📈 **Gemini Model Usage**: Over 1.5 million developers utilize Gemini models for debugging, gaining insights, and developing AI applications.
- 🚀 **Project Astra**: An advancement in AI assistance that processes information faster by encoding video frames and combining them with speech input into a timeline for efficient recall.
- 📚 **Caching for Speed**: Introducing a cache between the server and database to improve system speed.
- 🎥 **VO Video Model**: A new generative video model that creates high-quality 1080p videos from text, image, and video prompts, offering creative control and various cinematic styles.
- 🧠 **Sixth Generation TPUs**: The introduction of Trillion TPU, offering a 4.7x improvement in compute performance per chip over the previous generation.
- 🔍 **Google Search Transformation**: The use of Gemini in Google Search has led to a new generative experience, allowing for more complex queries and innovative search methods.
- 🍽️ **AI Overviews**: A revamped search experience that clusters results and provides dynamic, whole-page experiences for categories like dining, recipes, movies, and more.
- 🤖 **Live Interaction with Gemini**: A new feature allowing real-time interaction with Gemini using Google's latest speech models, enabling more natural conversations.
- 📱 **Personalized AI with Gems**: The ability to create personalized AI experts, or 'gems,' for any topic, offering tailored assistance.
- 📱 **AI-Powered Android**: Android's multi-year journey to integrate AI more deeply, starting with AI-powered search, a new AI assistant, and on-device AI for fast, private experiences.
- 📚 **Educational Assistance**: The use of on-device AI for educational purposes, such as providing step-by-step instructions for homework problems directly on the device.
Q & A
What is the significance of Gemini models for developers?
-Gemini models are crucial for developers as they are used across various tools to debug code, gain new insights, and build the next generation of AI applications.
What is Project Astra and how does it improve AI assistance?
-Project Astra is an advancement in AI assistance that builds on the Gemini model. It developed agents that can process information faster by continuously encoding video frames, combining video and speech input into a timeline of events, and caching this for efficient recall.
How does adding a cache between the server and database improve the system's speed?
-Adding a cache between the server and database can significantly improve speed by reducing the need to access the database for every request, thus speeding up data retrieval times.
What is the new generative video model announced at Google IO?
-The new generative video model announced is called 'vo'. It creates high-quality 1080p videos from text, image, and video prompts, offering unprecedented creative control and the ability to capture details in various visual and cinematic styles.
What is the improvement in compute performance per chip offered by the sixth generation of TPUs, called Trillian?
-Trillian, the sixth generation of TPUs, delivers a 4.7x improvement in compute performance per chip over the previous generation, making it the most efficient and performant TPU to date.
How has Gemini transformed Google Search?
-Gemini has transformed Google Search by enabling a generative experience that allows users to search in entirely new ways, ask new types of questions, and even search with photos, leading to an increase in search usage and user satisfaction.
What is the new feature in Android that allows for AI-powered search at the user's fingertips?
-The new feature in Android is an AI-powered search that provides step-by-step instructions and answers directly on the device, making it easier for users to get the information they need without having to switch between apps.
How does Gemini become a more helpful assistant on Android?
-Gemini becomes a more helpful assistant on Android by becoming context-aware, which allows it to anticipate what the user is trying to do and provide more helpful suggestions at the moment.
What is the 'gems' feature in Gemini and how does it work?
-The 'gems' feature in Gemini allows users to create personalized experts on any topic they want. Users can set up a gem by tapping to create it, writing their instructions once, and then coming back to it whenever they need it.
How does the new live experience with Gemini using Google's latest speech models enhance user interaction?
-The new live experience with Gemini enhances user interaction by allowing Gemini to better understand the user and answer naturally. Users can even interrupt while Gemini is responding, and it will adapt to the user's speech patterns.
What is the significance of Android being the first mobile operating system to include a built-in on-device Foundation model?
-The inclusion of a built-in on-device Foundation model in Android signifies a major step forward in integrating AI directly into the OS. This allows for faster experiences while also protecting user privacy by bringing the capabilities of models like Gemini directly to the user's device.
Outlines
🚀 Project Astra and AI Advancements at Google IO
The first paragraph introduces the audience to Google IO and highlights the widespread use of Gemini models by developers for various purposes, including debugging code and building AI applications. It also mentions the integration of Gemini's capabilities into Google's products such as search, photos, workspace, Android, and more. The speaker then presents Project Astra, which is built on the Gemini model to process information faster by encoding video frames and combining video and speech input. The system's efficiency is discussed, along with the announcement of a new generative video model called 'vo' that creates high-quality videos from various prompts. The paragraph concludes with the unveiling of the sixth generation of TPU, Trillion, and the introduction of new CPUs and GPUs, emphasizing Google's commitment to offering diverse and powerful hardware options for cloud customers.
🔍 Enhanced Search and Personalized AI with Gemini
The second paragraph delves into the transformation of Google search with the help of Gemini, where users are engaging with a new generative search experience that allows for more complex queries and even photo-based searches. The speaker announces the launch of an AI-driven search experience that will be available to users in the US, with plans for global expansion. The paragraph also covers a new live conversational experience with Gemini, which utilizes Google's latest speech models for better understanding and natural responses. Additionally, the concept of 'gems' is introduced, allowing users to create personalized AI experts on any topic. The paragraph concludes with a demonstration of how Gemini can be used to assist with tasks such as solving physics problems and understanding sports rules, showcasing its contextual awareness and ability to provide helpful suggestions.
📱 AI Integration in Android and the Future of Mobile Experiences
The third paragraph focuses on the integration of Google AI directly into the Android operating system, enhancing the smartphone experience by making Android the first mobile OS to include a built-in on-device Foundation model. This integration aims to bring the benefits of Gemini to users' pockets while protecting their privacy. The speaker discusses the upcoming expansion of capabilities with the latest model, Gemini Nano, which introduces multimodality, allowing the phone to understand the world through text, sound, and spoken language. The paragraph ends with a light-hearted moment where the speaker acknowledges the frequent mention of AI during the presentation and provides a humorous touch by counting the occurrences.
Mindmap
Keywords
💡Gemini models
💡Project Astra
💡TPUs (Tensor Processing Units)
💡AI overviews
💡Live using Google's latest speech models
💡Gems
💡Android with AI at the core
💡Gemini Nano
💡Video FX
💡Search generative experience
💡Custom arm-based CPU
Highlights
Google IO welcomes over 1.5 million developers using Gemini models for debugging code, gaining insights, and building AI applications.
Gemini's capabilities are being integrated across Google's products like search, photos, workspace, Android, and more.
Project Astra is introduced, an advancement in AI assistance that processes information faster by encoding video frames and combining inputs into a timeline.
A new generative video model called 'vo' is announced, capable of creating high-quality 1080p videos from various prompts.
Sixth generation of TPUs, named Trillian, offers a 4.7x improvement in compute performance per chip.
Google is offering CPUs and GPUs, including the new Axion processors and Nvidia's Blackwell GPUs, for cloud customers.
Gemini has transformed Google search, enabling new ways to search with longer and more complex queries, including photo searches.
A fully revamped AI overview experience for search is being launched in the US with plans for global expansion.
Google's new search experience uses Gemini to uncover interesting angles and organize results into helpful clusters.
An AI overview feature provides instant troubleshooting steps for issues, like why a device might not be staying in place.
Live conversational experiences with Gemini using the latest speech models allow for natural interactions and real-time adjustments.
Customization of Gemini through 'gems' allows users to create personal experts on any topic.
Android is being reimagined with AI at its core, starting with AI-powered search, a new AI assistant, and on-device AI for fast, private experiences.
Circle the search feature on Android provides step-by-step instructions for solving problems, like physics word problems.
Gemini becomes context-aware on Android, offering more helpful suggestions in the moment.
Google AI is being integrated directly into the OS, starting with Android being the first mobile OS with a built-in on-device Foundation model.
Gemini Nano, with multimodality, will be expanded to understand the world through text, sights, sounds, and spoken language.
Google counted the number of times 'AI' was mentioned during the presentation as part of the theme of letting Google do the work.
Transcripts
welcome to Google IO it's great to have
all of you with us more than 1.5 million
developers use Gemini models across our
tools you're using it to debug code get
new insights and the build build the
next generation of AI
applications we've also been bringing
Gemini's breakthrough capabilities
across our products in powerful ways
we'll show examples today across search
photos workspace Android and more today
we have some exciting new progress to
share about the future of AI assistance
that we're calling project Astra
building on our Gemini model we
developed agents that can process
information Faster by continuously
encoding video frames combining the
video and speech input into a timeline
of events and caching this for efficient
recall tell me when you see something
that makes
sound I see a speaker which makes sound
do you remember where you saw my glasses
yes I do your glasses were on the desk
near a red
apple what can I add here to make this
system
faster adding a cach between the server
and database could improve
speed what does this remind you
of shringer cat today I'm excited to
announce our newest most capable
generative video model called
vo vo creates high quality 1080p videos
from text image and video prompts it can
capture the details of your instructions
in different Visual and cinematic Styles
you can prompt for things like aerial
shots of a landscape or a time lapse and
further edit your videos using
additional prompts you can use vo in our
new experimental tool called video FX
we're exploring features like
storyboarding and generating longer
scenes vo gives you unprecedented
creative control core technology is
Google deep mind's generative video
model that has been trained to convert
input text into output
video it looks good we are able to bring
ideas to life that were otherwise not
possible we can visualize things on a
time scale that's 10 or 100 times faster
than before today we are excited to
announce the sixth generation of tpus
called
trillion trillum delivers a 4.7x
Improvement in compute performance per
chip over the previous generation it's
our most efficient and performant TPU
today we'll make trillum available to
our Cloud customers in late
2024 alongside our tpus we are proud to
offer CPUs and gpus to support any
workload that includes the new Axion
processes we announced last month our
first custom arm-based CPU with
industry-leading performance and Energy
Efficiency we are also proud to be one
of the first Cloud providers to offer
envidia Cutting Edge Blackwell gpus
available in early 2025 one of the most
exciting Transformations with Gemini has
been in Google search in the past year
we answered billions of queries as part
of her search generative experience
people are using it to search in
entirely new ways and asking new types
of questions longer and more complex
queries even searching with photos and
getting back the best the web has to
offer we've been testing this experience
outside of labs and we are encouraged to
see not only an increase in search usage
but also an increase in user
satisfaction I'm excited to announce
that we will begin will'll begin
launching this fully revamped experience
AI overviews to everyone in the US this
week and we'll bring it to more
countries soon say you're heading to
Dallas to celebrate your anniversary and
you're looking for the perfect
restaurant what you get here breaks AI
out of the box and it brings it to the
whole
page our Gemini model uncovers the most
interesting angles for you to explore
and organizes these results into these
helpful
clusters like like you might never have
considered restaurants with live
music or ones with historic
charm our model even uses contextual
factors like the time of the year so
since it's warm in Dallas you can get
rooftop patios as an
idea and it pulls everything together
into a dynamic whole page
experience you'll start to see this new
AI organized search results page when
you look for inspiration starting with
dining and recipes and coming to movies
music books hotels shopping and more I'm
going to take a video and ask
Google why will does not stay in
place and in a near instant Google gives
me an AI overview I guess some reasons
this might be happening and steps I can
take to troubleshoot so looks like first
this is called a tonger very helpful and
it looks like it may be unbalanced and
there's some really helpful steps here
and I love that because I'm new to all
this I can check out this helpful link
from Audio Technica to learn even more
and this summer you can have an in-depth
conversation with Gemini using your
voice we're calling this new experience
live using Google's latest speech models
Gemini can better understand you and
answer naturally you can even interrupt
while Gemini is responding and it will
adapt to your speech
patterns and this is just the beginning
we're excited to bring the speed gains
and video understanding capabilities
from Project Astra to the Gemini app
when you go live you'll be able to open
your camera so Gemini can see what you
see and respond to your surroundings in
real
time now the way I use Gemini isn't the
way you use Gemini so we're rolling out
a new feature that lets you customize it
for your own needs and create personal
experts on any any topic you want we're
calling these gems they're really simple
to set up just tap to create a gem write
your instructions once and come back
whenever you need it we've embarked on a
multi-year journey to reimagine Android
with AI at the core and it starts with
three breakthroughs you'll see this
year first we're putting AI powered
search right at your fingertips creating
entirely new ways to get the answers you
need second Gemini is becoming your new
AI assistant on Android there to help
you any time and third we're harnessing
on device AI to unlock new experiences
that work as fast as you do while
keeping your sensitive data private one
thing we've heard from students is that
they're doing more of their schoolwork
directly on their phones and tablets so
we thought could Circle the search be
your perfect study
buddy let's say my son needs help with a
tricky physics word problem like this
one my first thought is oh boy it's been
a while since I've thought about
kinematics if he stumped on this
question instead of putting me on the
spot he can Circle the exact part he's
stuck on and get stepbystep
instructions right where he's already
doing the work now we're making Gemini
context aware so it can anticipate what
you're trying to do and provide more
helpful suggestions in the Moment In
other words to be a more helpful
assistant so let me show you how this
works and I have my shiny new pixel 8A
here to help
me so my friend Pete is asking if I want
to play pickle ball this weekend and I
know how to play tennis sort of I had to
say that for the demo uh but I'm new to
this pickle ball thing so I'm going to
reply and try to be funny and I'll say
uh is that like tennis but with uh
pickles um this would be actually a lot
funnier with a meme so let me bring up
Gemini to help with that and I'll say uh
create image of tennis with Pickles now
one you think you'll notice is that the
Gemini window now hovers in place above
the app so that I stay on the
flow okay so that generates some pretty
good images uh what's nice is I can then
drag and drop any of these directly into
the messages app below so like so and
now I can ask specific questions about
the video so for example uh what is is
kind type the two bounce rule because
that's something that I've heard about
but don't quite understand in the game
by the way this us signals like
YouTube's captions which means you can
use it on billions of videos so give it
a moment and there and get a nice
distinct answer the ball must B once on
each side of the Court uh after a serve
so instead of trolling through this
entire document I can pull up Gemini to
help and again Gemini anticipates what I
need and offers me an ask this PDF
option so if I tap on that Gemini now
ingests all of the rules to become a
pickle ball expert and that means I can
ask very esoteric questions like for
example are
spin uh
serves allowed and there you have it it
turns out nope spin serves are not
allowed so Gemini not only gives me a
clear answer to my question it also
shows me exactly where in the PDF to
learn more building Google AI directly
into the OS elevates the entire
smartphone experience and Android is the
first mobile operating system to include
a built-in on device Foundation model
this lets us bring Gemini goodness from
the data center right into your pocket
so the experience is faster while also
protecting your privacy starting with
pixel later this year we'll be expanding
what's possible with our latest model
Gemini Nano with
multimodality this means your phone can
understand the world the way you
understand it so not just through text
input but also through sites sounds and
spoken language before we wrap I have a
feeling that someone out there might be
counting how many times you have
mentioned AI today
[Applause]
and since the big theme today has been
letting Google do the work for you we
went ahead and counted so that you don't
have
[Applause]
to that might be a record in how many
times someone has said AI
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