ChatGPT-4o Takes Over Microsoft Azure! | Microsoft build day 2024 keynote recap
Summary
TLDRマイクロソフトビルド2024では、AIがAzureにどのように影響を与えるかが議論されました。OpenAIの多様な機能を持つGPT 4.0がMicrosoft Azure AIに登場し、これまでのGPT 4 Turboに加えて、画像や視覚能力だけでなく、音声モードも間もなく利用可能になるというニュースが発表されました。さらに、GPT 40を活用したコードのトラブルシューティングや、マルチモーダルな対話キャンバスを作成することができると話題になりました。これらの技術は、開発者にとって新たな可能性を開き、未来の開発に向けて非常に魅力的です。
Takeaways
- 🌟 Microsoft Build 2024では、AzureがAIを活用し、多くの新機能が発表された。
- 🤖 OpenAIのマルチモーダルモデルGPT 4.0がMicrosoft Azure AIで開発者向けに提供される。
- 🖼️ GPT 4.0の画像と視覚機能は既にAzureで利用可能だが、今後音声モードも追加される予定。
- 🗣️ GPT 4.0の音声モードは数週間後に提供される予定で、これによりMicrosoft Azureで利用可能になる。
- 🛠️ Azure AIを通じて、GPT 4.0を利用してマルチモーダルで双方向の対話キャンバスを作成できる。
- 🧑💼 CEOによるデモンストレーションでは、GPT 4.0が共同作業者としてさまざまなタスクを支援する可能性が示された。
- 👢 例えば、Azure AIは人々がハイキング用の靴を選ぶのを支援するなど、アプリやウェブサイトをナビゲートするエージェントを作成できる。
- 💻 Microsoft CTO Kevin ScottがGPT 4.0がコードとどのように相互作用するかを示した。
- 🔧 Microsoftは協力会社OpenAIと共に、GPT 4.0のモデルとその周辺インフラを安全に設計し、最適化を進めている。
- 🚀 GPT 4.0の登場は多角的なモデルとして驚くべき成果であり、ビデオ、テキスト、音声など多様な入力タイプを理解し、豊かな方法で応答することができる。
- 📈 さらに、現在のモデルをより効率的にする最適化を通じて、AIモデルの強力さを増していくことで、コストが低下し、より強固になることを期待できる。
Q & A
Microsoft Build 2024はどのようなイベントですか?
-Microsoft Build 2024はマイクロソフトが開発者コミュニティに向けて開催するイベントで、AzureやMicrosoft製品スイートに関する最新情報を発表します。
AzureがAIにどのように影響されると発表されましたか?
-AzureはOpenAIの多様なモジュールGPT 4.0を利用することで影響を受ける予定で、これには画像や視覚能力だけでなく、音声モードも含まれます。
GPT 4.0がAzure AIで利用可能になったとのことですが、それはどのような意味を持ちますか?
-GPT 4.0がAzure AIで利用可能になったことは、開発者がOpenAIのモデルを利用してアプリケーションを構築しやすくなることを意味しています。
GPT 4.0の音声モードはどのような機能ですか?
-GPT 4.0の音声モードは、開発者が音声を通じてアプリケーションと対話できるようにする機能で、数週間後にAzureで利用可能になる予定です。
Co-pilotはどのようなロールを持っていますか?
-Co-pilotはユーザーのスクリーンまたはセッションを共有し、特定のタスクに協力できるAIアシスタントです。例えば、Minecraftでの剣作りを支援するなどがあります。
Azure AIを通じて開発者が実現できることの例として何が挙げられますか?
-Azure AIを通じて、開発者はアプリやウェブサイトを全面的に対話型にするマルチモーダルなキャンバスを作成できます。これにより、ユーザーはアプリやウェブサイトをナビゲートする際に支援するエージェントを作成できます。
GPT 4.0がコードとどのように相互作用するのですか?
-GPT 4.0はコードのトラブルシューティングや最適化をリアルタイムで支援し、開発者のプロセスを効率化するのに役立ちます。
MicrosoftのCTOであるKevin Scottは、GPT 4.0の進化について何を語りましたか?
-Kevin Scottは、GPT 4.0が多様な入力タイプを理解し、さまざまな方法で応答できる多様なモデルであると語りました。また、AIモデルの強化と効率化の進歩についても触れています。
Jennifer Marsman氏はどのようにしてコードの問題を解決しましたか?
-Jennifer Marsman氏は、電話でコードをAIに向けて指摘し、リアルタイムでコードの問題をトラブルシューティングしました。
Microsoft Build 2024のその他のハイライトはありますか?
-Microsoft Build 2024では、AIの進歩、Azureの新しい機能、開発者ツールの強化など、多くのハイライトがありますが、具体的な詳細はスクリプトからは得られません。
Outlines
🌐 AzureとAIの新しい展開
Microsoft Dev RadioのOmarがMicrosoft Build 2024のハイライトを紹介。特に注目されるのは、Azure AIへのOpenAIの多様な機能を持つGPT 4.0の導入。GPT 4.0は画像や視覚能力を備えており、今後音声モードも追加される予定。これにより、Microsoft Azureを通じてGPT 4.0の機能が利用可能になる。また、CEOがGPT 4.0を通じて提供されるCo-pilotの使い方について紹介しており、例えばMinecraftでの対話型サポートなどが想定されている。さらに、開発者向けに、GPT 4.0をAzure AI上で使用することで、アプリやウェブサイトを対話型のキャンバスに変えることができると語られている。
🚀 AIモデルの進化と最適化
Microsoft CTOのKevin Scottが、AIモデルの進化とそれに伴うGPUサイクルの増加について語る。2012年以来、AIモデルのトレーニングに使用されるコンピュート力は指数関数的に増加しており、まだその効果が低下する兆しは見られない。Microsoftは最先端のフロンティアを最適化し、同時に新しい技術を積極的に研究開発している。特にOpenAIと共同で開発されたGPT 4.0は、多様な入力タイプを理解し、テキストや音声、動画での応答が可能である。GPT 4.0は安全性にも配慮されており、デザインから安全であるとされている。さらに、GPT 4.0のモデル自体とそれに伴うインフラストラクチャの開発には膨大な労力が注がれており、過去のモデルと比較してはるかに効率的になっている。
🛠️ AIによるコードのリアルタイムトラブルシューティング
Microsoft Buildカンファレンスの話題として、AIがコードのトラブルシューティングをリアルタイムで支援するデモンストレーションが行われた。Jennifer Marsmanというプリンシパルエンジニアが、電話を使ってコードをAIに向けてトラブルを指摘し、AIがリアルタイムで問題を特定し解決策を提供する様子が紹介された。これにより、開発者が効率的にコードの問題を解決することができる。
Mindmap
Keywords
💡Microsoft Build 2024
💡Azure
💡AI
💡OpenAI
💡GPT 4.0
💡Co-pilot
💡Minecraft
💡コード
💡多様性
💡コミュニティ
Highlights
Microsoft Build 2024 introduced major updates with a focus on AI and Azure integration.
OpenAI's multimodal module GPT 4.0 is now available for developers on Microsoft Azure AI.
GPT 4.0 includes advanced image and vision capabilities, with voice mode coming soon.
GPT 4.0's voice mode is expected to be a significant breakthrough in Azure AI services.
CEO demonstrated using GPT 4.0 through co-pilot for interactive applications like Minecraft.
GPT 4.0 can assist users in real-time scenarios, such as playing Minecraft, with guidance and problem-solving.
Azure AI can now help users with complex tasks, like choosing hiking gear, through conversational agents.
Developers can integrate GPT 4.0 into any app or website to create multimodal, conversational interfaces.
Microsoft CTO Kevin Scott discussed the potential of GPT 4.0 to unify the co-pilot experience across Microsoft products.
GPT 4.0 represents a leap in AI capabilities, with exponential growth in compute power driving model advancements.
Microsoft is investing in pushing the frontiers of AI while optimizing current models for efficiency.
GPT 4.0 is a significant achievement, offering multimodal understanding and rich response capabilities.
Efficiency improvements in GPT 4.0 have made it 12 times cheaper and 6 times faster than its predecessor.
Microsoft is committed to continuous optimization, promising robust and cost-effective AI advancements.
Principal engineer Jennifer Marsman showcased real-time code troubleshooting with AI assistance.
AI can help developers by identifying and correcting coding errors on-the-fly.
Microsoft Build 2024 highlights the potential for AI to transform development and user experiences.
Transcripts
Microsoft build 2024 was just a couple
days ago and I wanted to talk about some
of the biggest things to come out of it
what's going on my name is Omar and I'm
coming to you from Microsoft Dev radio a
community where we try to get developers
engaged with Azure and Microsoft Suite
of products if you like the channel make
sure you subscribe click the link in the
description which will take you to
Microsoft's engagement Hub where you can
sign up to get trainings tutorials and
code samples that can help you become a
better developer build day 2024 was a
couple days ago and Microsoft rolled out
a a lot of great things and we're not
going to cover all of them in this video
but we're specifically going to cover is
how Azure is going to be affected by AI
open ai's multimodal module GPT 4.0 is
now available to developers on Microsoft
Azure AI these things have included open
AI models like GPT 4 Turbo but now they
are including GPT 40 now I know what
you're thinking GPT 40's image and
vision capabilities have already been
existing on Azure for a minute now gbt
40's image and Vision capabilities are
already available via open ai's own API
and chat gbt but the thing that we are
really really looking at as being a
great breakthrough is the voice mode and
that's still a few weeks away but it is
coming and now all those features will
be available in Microsoft Azure the CEO
of the company shared a lot of ways in
which people could use GPT 40 through
co-pilot this included sharing your
screen or session with GPT 40 powered
co-pilot and asking it to help you with
playing mind
craft hey co-pilot how's it
going hey I'm doing great and it looks
like you're about to dive into some
Minecraft ready to build explore and
maybe dodge a few moms yeah I'm trying
to figure out how to make a sword my son
plays this game all the time and I have
no idea what I'm
doing no worries I'm here to help you
impress your son I see you've got a
crafting table in front of you which is
a great start to craft a sword you'll
need some materials can you open your
inventory just press e on your keyboard
yeah do I have what I need let's see
you've got some sticks perfect for the
swords handle but it looks like you're
missing the material for the blade you
can use wood Stone iron gold or Diamond
let's start by gathering some wood or
stone shall we head out and find some
resources yeah that sounds great oh my
God what's that oh no it's a zombie run
you need to get away from it fast either
Sprint away or quickly build a tower of
blocks straight up to get out of its
reach if you can find a shelter or dig
into the side of a hill do it now just
make sure it can't reach you all right I
think I might be safe now cool that was
a close one great job finding shelter
nadela also went on to talk about what
developers can do with GPT 40 on Azure
AI one of the coolest things is that now
any app any website can essentially be
turned into a full multimodal full
duplex conversational canvas what that
means is people can create agents that
will help people navigate not only their
apps but their websites as well think of
it like our old friend office assistant
you know the little paperclip that a lot
of people are familiarized with so if
you're a guy who's looking for some
shoes to wear for an overnight hiking
trip Azure AI can now help you with that
process should I use these shoes it's
the mountains it's probably going to be
cold he no worries let me take a
look ah those are the trar hiking
sandals while they're fantastic for
summer hikes and keeping your feet cool
they might not be the best choice for
cold okay I'm sorry to interrupt you
pick the best thing that I should use
and can you just add it to my car just
one product no worries let's go with the
Tre ready Hawking boots they're durable
provide great ankle support and most
importantly they'll keep your feet warm
in the cold mountains I'll add them to
your cart now now one thing that can
help with developers a lot is what
Microsoft CTO Kevin Scott showed us what
GPT 40 can do with code one of the
things that you have heard from reash
that you'll be hearing a lot more of it
build is like part of what the co-pilot
stack is allowing us to do is to unify
The Experience across all of these
co-pilots into one logical Microsoft
co-pilot where you don't have to really
pay attention to which Microsoft product
or service you're in like the co-pilot
just understands all of your context and
deliver I all of the capability of the
model in the context of your data and
your task to you when you need
it
so the other thing that is really
driving progress is not just this sort
of completion of the co-pilot stack um
this sort of progress that we're making
in filling out that toolkit for you all
so that it is easier for you to build
software but we are riding like a
fundamental wave in um in the
development of this AI plat platform
where if you just sort of look at
compute over time like how much uh how
much GPU Cycles or accelerator cycles
that we're using to train the very
biggest models in the world since about
2012 uh like that rate of increase in
compute when applied to training has
been increasing exponentially and we are
nowhere near the point of diminishing
marginal Returns on how powerful we can
make AI models as we increase the scale
of compute so we're sort of doing two
things at once uh at Microsoft so we are
optimizing the current Frontier uh and
like building that toolkit to help you
all leverage it while at the same time
investing at a pretty incredible rate in
pushing the frontier forward and so one
of the super interesting things that has
just happened uh as we're sort of
pushing the uh the frontier forward and
like really really driving forward on
efficiency is what our partners open AI
launched last week uh in the form of GPT
40 as SAA mentioned earlier uh GPT 40 is
like a really stunning achievement a
multimodal model that understands uh a
bunch of different input types from
video to text uh to speech uh that can
respond in a bunch of Rich ways from uh
text to speech uh and eventually video
uh it can respond to you to the
interactions uh for users in their
applications in real time uh and in the
case of the chat GPT demos that folks
have uh seen you can even interrupt the
model uh so that you can have really
fluid interactions with these systems
and then an enormous amount of work has
gone into GPT 4 both the model itself as
as well as a supporting infrastructure
around it to ensure that it's safe by
Design so I wanted to also just remind
folks uh like this efficiency point is
is real so while we're off you know
building bigger supercomputers to get
the next big models out and to deliver
more and more capability to you like
we're also grinding away on making the
current generation of models much much
more efficient so between the launch of
of gp4 which is not quite a year and a
half ago now it's 12 times cheaper to
make a call to GPD 40 than the original
chat uh or the gbd4 model uh and it's
also six times faster in terms of uh
like time to First token response so
it's just really extraordinary like how
much progress we're making because of
like the full set of optimizations that
we're doing from the Silicon that we're
building networks data center
optimization as well as like an
incredible amount of software work that
we're doing on top of all of this
hardware and infrastructure to really
tune the performance of these systems
and the great thing is is is again
there's no point of diminishing marginal
return here and one of the messages that
I want to land with you all today uh is
that you can count on things getting
more robust and cheaper uh at a pretty
aggressive clip over time so it's like a
really important thing to internalize
like something uh you know like we
challenge ourselves on at Microsoft all
the time is like aim for things that are
like really truly ambitious because like
all this optimization work is going to
acrew to make things uh like really
ubiquitous in terms of like how you can
go deploy them all principal engineer
Jennifer marsman had to do was Point her
phone at the code and AI helped her
troubleshoot the code in real time
Microsoft build conference is tomorrow
and I have not been sleeping and I am
making stupid mistakes can you help me
take a look at this code I'd be happy to
help could you tell me a bit more about
the issue you're facing with the code
for example are you getting an error
message or is the code not doing what
you expect it to do let me just show
this to
you it looks like you're working on a
python function to summarize main points
from a keynote what I'm trying to do is
go through a list of keyter and
summarize all of their work and my
problem is that I wanted to just add
Kevin's name to the end of the keynote
list and it added every character of his
name instead of just his whole name what
did I do wrong here change keynote list.
extend to key list. append last keynote
this will add Kevin as a single element
to your list just like Saia and rajes O
that sounds good let me try
that sounds good give it a go and let me
know how it
works okay I replaced extend with a
pench does that look right yes that
looks better all right I made that
change let me run it and try sounds good
let's see how it goes it worked s R and
Kevin all came out awesome I'm glad it
worked out sometimes the smallest things
can drip us up especially when we're
sleep deprived thank
you there's a lot more to come out of
this but I think the things that we've
seen so far are super exciting and can
help us into the future build Limitless
things that'll help an abundance of
people if you're looking for more
information please hit the Subscribe
button and click the link in the
description which will take you to
Microsoft's engagement Hub where you can
become ingrained in the Microsoft
development community
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