Google I/O 2024: Everything Revealed in 12 Minutes
Summary
TLDRGoogle IO introduced groundbreaking AI advancements and tools. With over 1.5 million developers utilizing Gemini models, Google has integrated this technology across products like Search, Photos, Workspace, and Android. Highlights include Project Astra's faster data processing and the generative video model 'VO' for high-quality video creation. Additionally, Google announced the sixth-generation TPU, Trillum, and new CPUs and GPUs for enhanced cloud services. The revamped Google Search will now use AI to generate more organized and contextual results. These innovations underscore Google's commitment to integrating AI into daily tech experiences, enhancing user interaction and data privacy.
Takeaways
- 📈 **Gemini Model Usage**: Over 1.5 million developers are utilizing Gemini models for debugging code, gaining insights, and building 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.
- 📚 **Enhanced Search Experience**: Google search has been transformed with AI, allowing users to search in new ways, including with photos, leading to increased usage and satisfaction.
- 🎥 **VO Video Model**: A new generative video model that creates high-quality 1080p videos from text, image, and video prompts, offering detailed and stylistic outputs.
- 🧠 **TPU Generation**: The sixth generation of TPU, named Trillion, offers a 4.7x improvement in compute performance per chip over its predecessor.
- 🔍 **Google Search Innovation**: A revamped search experience using AI to provide overviews and organize results into clusters, starting with dining and recipes and expanding to other categories.
- 🗣️ **Live Speech Interaction**: An upcoming feature allowing users to have in-depth conversations with Gemini using Google's latest speech models, with real-time responses and adaptation to speech patterns.
- 📱 **Android AI Integration**: 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.
- 📚 **Educational Assistance**: Android's AI capabilities are being used to assist students, such as providing step-by-step instructions for homework problems directly on their devices.
- 📈 **Customization with Gems**: Users can now customize Gemini to create personal experts on any topic by setting up 'gems', which are simple to create and can be reused.
- 📱 **Multimodality in Android**: The integration of Gemini Nano with multimodality allows Android devices to understand the world through text, sights, sounds, and spoken language.
Q & A
What is Project Astra and how does it improve AI assistance?
-Project Astra is an initiative that builds on Google's Gemini model to develop agents capable of processing information faster. It achieves this by continuously encoding video frames, combining video and speech inputs into a timeline of events, and caching this information for efficient recall.
What are the capabilities of the new generative video model 'VO' announced at Google IO?
-The VO model can create high-quality 1080p videos from text, image, and video prompts, capturing details in various visual and cinematic styles. It allows users to generate videos with specific shots, such as aerial views or time lapses, and edit them further with additional prompts.
What is the significance of the sixth generation of TPUs called Trillum?
-Trillum, the sixth generation of Google's Tensor Processing Units (TPUs), offers a 4.7x improvement in compute performance per chip compared to its predecessor. This makes it the most efficient and performant TPU to date, enhancing the processing capabilities for AI tasks.
How has Gemini transformed Google Search?
-Gemini has significantly transformed Google Search by enabling it to handle more complex and longer queries, including searches using photos. This has led to increased user satisfaction and a more dynamic and organized search experience, particularly in areas like dining and recipes.
What is Gemini Nano and how does it enhance mobile experiences?
-Gemini Nano is an AI model that incorporates multimodality, allowing phones to understand the world through text, sights, sounds, and spoken language. By bringing this model directly onto devices, it provides a faster and privacy-focused user experience.
How does the new AI-powered search on Android work?
-The AI-powered search on Android integrates directly with the operating system to provide instant answers and assistance. It allows users to access information quickly and interactively, enhancing the overall efficiency of using their devices.
What are 'Gems' and how do they customize the Gemini experience?
-Gems are a feature in the Gemini app that allows users to create personal experts on any topic. Users can set up a Gem by writing instructions once, and then return to it whenever they need specific information or assistance related to that topic.
How does the live experience with Gemini enhance real-time interactions?
-The live experience with Gemini utilizes Google's latest speech models to better understand spoken language and respond naturally. Users can interact with Gemini in real-time, making it more responsive and adaptable to their conversational patterns.
What advancements are being made with on-device AI in Android?
-Android is integrating AI directly into its operating system, which allows for new experiences that operate quickly while keeping sensitive data private. This integration helps in creating more personalized and efficient user interactions.
What new capabilities does the video FX tool offer?
-The video FX tool is an experimental feature that explores storyboarding and generating longer scenes. It utilizes the VO model to allow unprecedented creative control over video creation, making it a powerful tool for detailed video editing and production.
Outlines
🚀 Project Astra and AI Advancements
The first paragraph introduces Google IO and highlights the extensive use of Gemini models by over 1.5 million developers for debugging, gaining insights, and developing AI applications. It discusses the integration of Gemini's capabilities across various Google products, including search, photos, workspace, Android, and more. The session also presents Project Astra, which builds on Gemini to develop agents that process information faster by encoding video frames and combining video and speech input. The paragraph concludes with the announcement of Google's newest generative video model, 'vo,' and the sixth generation of TPU, 'trillion trillum,' which offers significant improvements in compute performance.
🔍 AI-Enhanced Search and Personalization
The second paragraph focuses on the transformative impact of Gemini on Google search, where it has facilitated billions of queries through a generative search experience. Users are now able to search in new ways, including using photos to find information. The paragraph details the upcoming launch of an AI-driven search experience that will provide dynamic and organized results, tailored to the user's context. It also introduces a new feature for personal customization of Gemini, called 'gems,' which allows users to create personal experts on any topic. Furthermore, the paragraph discusses the integration of AI into Android, with a focus on improving the user experience through AI-powered search, a new AI assistant, and on-device AI capabilities.
📱 AI in Android and Multimodality
The third paragraph emphasizes the integration of Google AI directly into the Android operating system, which is the first mobile OS to include a built-in on-device Foundation model. This integration aims to enhance the smartphone experience by bringing Gemini's capabilities to users' pockets while maintaining privacy. The paragraph also mentions the upcoming expansion of capabilities with Gemini Nano, which will include multimodality, allowing the phone to understand the world through text, sound, and spoken language. The speaker humorously acknowledges the frequent mention of AI during the presentation and provides a count of AI references.
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
💡Contextual AI
💡AI-organized search results
Highlights
Gemini models are used by more than 1.5 million developers for debugging code, gaining insights, and building AI applications.
Project Astra is an AI assistance initiative that processes information faster by encoding video frames and combining them with speech input into a timeline for efficient recall.
Google's new generative video model, 'vo', creates high-quality 1080p videos from text, image, and video prompts in various visual and cinematic styles.
The sixth generation of TPUs, called Trillion, offers a 4.7x improvement in compute performance per chip over the previous generation.
Google is offering CPUs and GPUs to support any workload, including their first custom ARM-based CPU with industry-leading performance and energy efficiency.
Google Search has been transformed with Gemini, allowing users to search in new ways, including with photos, and receive more complex query responses.
A fully revamped AI overview experience is being launched for Google Search in the US, with plans for global expansion.
Google is introducing a new feature that allows users to customize Gemini for their needs and create personal experts on any topic.
Android is being reimagined with AI at its core, starting with AI-powered search, Gemini as a new AI assistant, and on-device AI for fast, private experiences.
Circle the search feature helps students by providing step-by-step instructions for solving problems directly on their devices.
Gemini is becoming context-aware to anticipate user needs and provide more helpful suggestions in real-time.
Google is integrating AI directly into the OS, starting with Android, to elevate the smartphone experience with built-in on-device Foundation models.
Android will be the first mobile operating system to include a built-in on-device Foundation model, starting with Pixel later this year.
Gemini Nano, the latest model, will feature multimodality, allowing phones to understand the world through text, sights, sounds, and spoken language.
Google has been testing the new search experience outside of labs, observing an increase in search usage and user satisfaction.
Live using Google's latest speech models allows for more natural conversations with Gemini, including the ability to interrupt and adapt to speech patterns.
Project Astra will bring speed gains and video understanding capabilities to the Gemini app, enabling real-time responses to user surroundings.
Google counted the number of times 'AI' was mentioned during the presentation as a playful nod to the focus on artificial intelligence.
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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