Microsoft Surface Copilot + PC Event: Everything Revealed in 13 Minutes

CNET
20 May 202413:01

Summary

TLDRMicrosoft introduces Co-Pilot Plus PCs, a new class of Windows PCs designed to harness distributed AI across the edge and cloud. These devices feature an innovative architecture with a CPU, GPU, and an NPU capable of 40 trillion operations per second. They are the most powerful and thinnest Windows PCs yet, offering advanced AI with Microsoft Co-Pilot, which integrates GPT-40 for enhanced text, voice, and vision capabilities. The Surface Laptop and Surface Pro, as the first Co-Pilot Plus PCs, boast impressive performance, long battery life, and new AI experiences. Pre-orders start today, with availability set for June 18th.

Takeaways

  • 🌟 Microsoft is introducing a new class of Windows PCs called 'Co-Pilot Plus PCs', designed to leverage the power of distributed AI across the edge and cloud.
  • 🚀 These new PCs are engineered with a new systems architecture powered by a CPU, GPU, and an all-new Neural Processing Unit (NPU), capable of 40 trillion operations per second.
  • 🔋 Co-Pilot Plus PCs are the fastest Windows PCs ever built, boasting 58% faster performance than the most advanced MacBook Air with the M3 processor, along with all-day battery life.
  • 💡 Microsoft Co-Pilot has been updated to be an everyday AI companion, offering a simplified, more personal, and faster experience with flexible app usage.
  • 🔍 Co-Pilot integrates with Windows, providing helpful suggestions and enabling users to perform tasks more efficiently, such as editing photos without opening an app.
  • 🤖 GPT-40, with advanced text, voice, and vision capabilities, will be incorporated into Co-Pilot, enhancing its ability to understand and assist users in various applications like gaming.
  • 💻 Co-Pilot Plus PCs come with a minimum of 16 GB RAM, 256 GB SSD storage, and an integrated NPU, marking a significant leap in AI performance for PCs.
  • 🔋 The NPU in Co-Pilot Plus PCs is highly efficient, consuming minimal power and contributing to the unprecedented battery life of these devices.
  • 📡 Co-Pilot Plus PCs on ARM architecture, in partnership with Qualcomm, will offer up to 15 hours of web browsing and up to 22 hours of local video playback, exceeding the latest MacBook Air.
  • 🎨 The new Surface Laptop and Surface Pro are the first Co-Pilot Plus PCs, featuring the longest battery life in their category and a sleek, modern design.
  • 📅 Pre-orders for the new Surface Laptop and Surface Pro start today, with availability scheduled for June 18th.

Q & A

  • What is the main focus of the new class of Windows PCs introduced in the script?

    -The main focus is on harnessing the power of distributed AI across the edge and cloud, creating a new category of devices called 'co-pilot plus PCs' that can instantly see, hear, and reason about users' intents and surroundings.

  • What are the key features of the co-pilot plus PCs?

    -The key features include being the most powerful Windows PCs ever built, providing access to advanced AI with Microsoft co-pilot, and introducing new productivity, creativity, and communication capabilities.

  • What is the new systems architecture introduced in co-pilot plus PCs?

    -The new systems architecture is powered by the CPU, GPU, and an all-new NPU (Neural Processing Unit) running at 40 trillion operations per second.

  • How does the co-pilot plus PC compare to the MacBook Air with the M3 processor in terms of speed?

    -The co-pilot plus PCs are 58% faster than the most advanced MacBook Air with the M3 processor.

  • What updates have been made to Microsoft co-pilot in the context of the new Windows PCs?

    -Microsoft co-pilot has been updated to be more personal, faster, and more flexible, with the ability to resize, snap, or run in full screen. It will also be integrated into Windows settings and file explorer for a more seamless user experience.

  • What is the significance of the GPT 40 technology being introduced to co-pilot?

    -GPT 40, with its text, voice, and vision capabilities, will enhance co-pilot's ability to understand and adapt to various contexts, such as assisting with Minecraft gameplay in the provided example.

  • What are the minimum specifications for the co-pilot plus PCs in terms of RAM and storage?

    -Every co-pilot plus PC will have a minimum of 16 GB of RAM and 256 GB of SSD storage.

  • How does the introduction of npus impact AI performance in co-pilot plus PCs?

    -The npus specialize in matrix math needed for AI, enabling lightning-fast AI that is always working, even with multiple AI workloads running concurrently, and they consume very little power.

  • What is the significance of the partnership with Qualcomm in the development of co-pilot plus PCs?

    -The partnership with Qualcomm has led to the design of an entirely new chip for the co-pilot plus PCs on the ARM architecture, optimized for performance and battery life.

  • What are the battery life improvements in the new co-pilot plus PCs compared to previous models?

    -The new co-pilot plus PCs on Snapdragon X deliver up to 15 hours of web browsing and up to 22 hours of local video playback, which is 20% more than the latest MacBook Air.

  • What are the unique features of the new Surface Laptop and Surface Pro introduced in the script?

    -The new Surface Laptop and Surface Pro are designed to be the ultimate co-pilot plus PCs with the longest battery life, modern design, improved performance, and new AI experiences. They also feature Wi-Fi 7, OLED with HDR display, and an ultrawide front-facing camera.

Outlines

00:00

🌐 Introducing Distributed AI with Co-Pilot Plus PCs

The script introduces a new era of computing where AI is distributed across cloud and edge devices, promising enhanced privacy, reduced latency, and powerful capabilities. The speaker announces 'Co-Pilot Plus PCs', a new class of Windows PCs designed to leverage this distributed AI. These PCs are engineered to be incredibly powerful, thin, light, and beautiful, with the most advanced AI features available through Microsoft Co-Pilot. The new system architecture is highlighted, featuring a CPU, GPU, and a new Neural Processing Unit (NPU) capable of 40 trillion operations per second, making these the fastest Windows PCs ever built. The comparison with the MacBook Air's M3 processor is made, emphasizing the superior speed and all-day battery life of the Co-Pilot Plus PCs.

05:00

🤖 Advanced AI Companionship with Microsoft Co-Pilot

The script discusses the updated Microsoft Co-Pilot, an AI companion that integrates with Windows to simplify tasks and enhance productivity. Co-Pilot can be summoned with a tap on the keyboard or taskbar, offering a personalized and flexible app experience. It allows for multitasking and quick access to information, as demonstrated by the interaction with a user playing Minecraft. The script also mentions the integration of GPT 40, a powerful AI with text, voice, and vision capabilities, which will be available in Co-Pilot. The video preview showcases Co-Pilot's ability to understand context and provide real-time assistance within applications, highlighting its potential to become an integral part of the Windows experience.

10:04

🚀 Unveiling the Next-Generation Surface Laptop and Pro

The script unveils the new Surface Laptop and Surface Pro, designed as the ultimate Co-Pilot Plus PCs. These devices are the most powerful and feature the longest battery life in the Surface lineup. They showcase modern design elements with thinner bezels and are available in new color options. The Surface Laptop is claimed to be more than 80% faster than its predecessor and offers an extended battery life, capable of up to 22 hours of local video playback. It also supports Wi-Fi 7 for faster connectivity. The Surface Pro is highlighted for its leading performance, incredible battery life, and new AI experiences in a flexible design. It features a new OLED with HDR display, an ultrawide front-facing camera, and support for 4K video on the rear camera. Additionally, the Surface Pro introduces a new Flex keyboard, designed for both attached and detached use, offering a more comfortable and adaptable setup. Pre-orders for these devices are announced, with availability set for June 18th.

Mindmap

Keywords

💡Distributed AI

Distributed AI refers to the concept of artificial intelligence being spread across multiple devices and systems rather than being centralized in a single location. In the context of the video, this term is crucial as it underpins the vision of AI experiences that leverage both cloud and edge computing. The script mentions that the 'richest AI experiences will harness the power of the cloud and the edge working together in concert,' which exemplifies the idea of distributed AI.

💡Edge Computing

Edge computing is a part of Distributed AI where data processing is done closer to the source of the data, rather than in a centralized data-processing warehouse. The video discusses the importance of edge computing in reducing latency and ensuring privacy by processing data locally on devices, which is integral to the new class of Windows PCs introduced.

💡Co-Pilot Plus PCs

Co-Pilot Plus PCs is a new category of Windows PCs introduced in the video. These PCs are designed to take advantage of distributed AI and are engineered to work seamlessly with AI capabilities. The script describes them as 'engineered to unleash the power of distributed AI across the edge and Cloud,' highlighting their advanced technical capabilities and their role in the future of AI-enhanced computing.

💡Microsoft Co-Pilot

Microsoft Co-Pilot is an AI companion that assists users in their daily tasks. The video script discusses updates to Microsoft Co-Pilot, emphasizing its integration with Windows and its ability to provide personalized and efficient assistance. It is exemplified by the script's mention of 'Microsoft Co-Pilot your everyday AI companion by reimagining what Co-Pilot can do on Windows.'

💡NPU (Neural Processing Unit)

An NPU is a specialized hardware component designed to handle the complex mathematical operations required for AI and machine learning tasks. The video script introduces a new systems architecture for Co-Pilot Plus PCs that includes an NPU, capable of '40 trillion operations per second,' demonstrating the significant leap in AI performance these PCs can deliver.

💡GPT-40

GPT-40, as mentioned in the video, is a version of the advanced AI language model with capabilities in text, voice, and vision. It is set to be integrated into Microsoft Co-Pilot, enhancing its ability to understand and interact with users in a more natural and helpful manner. The script provides an example of GPT-40 in action during a Minecraft gameplay scenario, showcasing its real-time interaction capabilities.

💡Surface Laptop

The Surface Laptop is a line of high-performance laptops from Microsoft. In the context of the video, it is highlighted as part of the new Co-Pilot Plus PCs category. The script describes the new Surface Laptop as having 'the longest battery life we have ever delivered' and being 'more than 80% faster than our previous generation,' emphasizing its role in the new era of AI-enhanced productivity devices.

💡Surface Pro

The Surface Pro is a line of 2-in-1 devices that combine the features of a tablet and a laptop. The video script introduces a new version of the Surface Pro that is part of the Co-Pilot Plus PCs, featuring 'leading performance, incredible battery life, and new AI experiences.' It is designed to be adaptable and powerful, with features such as Wi-Fi 7 and an optional 5G connection.

💡AI Performance

AI performance refers to the capabilities and efficiency of a device or system in executing AI-related tasks. The video script discusses the significant improvement in AI performance with the new Co-Pilot Plus PCs, stating that they are 'the fastest Windows PCs ever built' and can handle AI workloads 'even with multiple AI workloads running concurrently.'

💡Battery Life

Battery life is a critical aspect of mobile computing devices, indicating how long a device can operate without needing to be charged. The video emphasizes the impressive battery life of the new Co-Pilot Plus PCs, with the Surface Laptop boasting 'up to 22 hours of local video playback,' which is a substantial improvement over previous models and contributes to the overall user experience.

Highlights

Introduction of a new class of Windows PCs called 'co-pilot plus PCs' designed to unleash the power of distributed AI across the edge and cloud.

Co-pilot plus PCs are the most powerful Windows PCs ever built, offering advanced AI with Microsoft co-pilot and new productivity, creativity, and communication capabilities.

New systems architecture in co-pilot plus PCs, powered by CPU, GPU, and an all-new NPU running at 40 trillion operations per second.

Co-pilot plus PCs are 58% faster than the most advanced MacBook Air with the M3 processor and have all-day battery life.

Microsoft co-pilot updated as an everyday AI companion with a more personal, faster, and flexible app experience.

Co-pilot integrates with Windows settings to provide helpful suggestions and simplify configuration.

New co-pilot features allow for natural conversation and assistance in applications like playing Minecraft.

GPT 40 with text, voice, and vision capabilities will be available in co-pilot, enhancing the AI experience.

Co-pilot plus PCs come with a minimum of 16 GB RAM, 256 GB SSD storage, and an integrated neural processing unit for AI performance.

Efficiency focus in co-pilot plus PCs leading to unprecedented battery life, even with AI workloads running concurrently.

Debut of co-pilot plus PCs on ARM architecture with Snapdragon X Series, in partnership with Qualcomm, for enhanced performance and battery life.

Surface Laptop and Surface Pro introduced as the first co-pilot plus PCs, offering ultimate performance and AI experiences.

New Surface Laptop redesigned with modern lines, thinner bezels, and longer battery life than any previous generation.

New Surface Pro features a new OLED with HDR display, ultra-wide front-facing camera, and is up to 90% faster than Surface Pro 9.

Introduction of the Surface Pro Flex keyboard, offering a more comfortable and adaptable setup for various usage scenarios.

Pre-orders for co-pilot plus PCs start today, with availability on June 18th.

Transcripts

00:00

today we're going beyond the cloud to

00:03

the device removing those fundamental

00:06

constraints of power in space reducing

00:09

latency ensuring

00:12

privacy We Believe AI will be

00:15

distributed the richest AI experiences

00:18

will harness the power of the cloud and

00:20

the edge working together in concert

00:24

this in turn will lead to a new category

00:27

of devices that turn the world bu itself

00:30

into a prompt devices that can instantly

00:34

see us hear reason about our intent and

00:37

our surroundings for us this Vision

00:40

starts with our most beloved and most

00:44

widely used canvas windows and it's why

00:48

we are introducing an entirely new class

00:51

of Windows PCS engineered to unleash the

00:54

power of distributed AI across the edge

00:56

and Cloud we call this new category

01:00

copilot plus

01:03

PCS we've reimagined the entirety of the

01:06

PC From the Inside Out we've made a huge

01:09

leap forward in technical capability to

01:12

usher in this new category and even with

01:14

all this power these new PCS are

01:17

unbelievably thin light and beautiful

01:20

I'm going to show you these in a minute

01:21

but let's start first by describing what

01:23

makes them unique first they are the

01:26

most powerful Windows PCS ever built

01:29

second they give you access to the most

01:31

advanced AI available with Microsoft

01:34

co-pilot and finally they're going to

01:36

introduce all new productivity

01:38

creativity and communication

01:39

capabilities that I think of literally

01:41

as superpowers let's start first by

01:44

talking about performance co-pilot plus

01:46

PCS introduce a new systems architecture

01:49

powered by the CPU GPU and an allnew npu

01:53

running at an incredible 40 trillion

01:56

operations per second 40 trillion

02:02

we also completely rearchitecturing

02:07

to optimize performance and Battery the

02:10

result co-pilot plus PCS are the fastest

02:14

Windows PCS ever built and if we wanted

02:16

to do a comparison they're 58% faster

02:19

than the most advanced MacBook Air with

02:20

the M3

02:25

processor and all of that with a battery

02:27

that can last all day all right next we

02:31

talked about Microsoft co-pilot we've

02:32

updated Microsoft co-pilot your everyday

02:34

AI companion by reimagining what

02:37

co-pilot can do on Windows let's take a

02:39

look it's going to be easier than ever

02:42

to call on co-pilot with just a tap on

02:44

your keyboard or on the center of your

02:46

windows taskbar as you see here we're

02:48

simplifying The Experience we're making

02:50

it more personal we're making it faster

02:52

to get to what you want we're also going

02:54

to make it a flexible app experience so

02:56

you can resize it you can snap it or you

02:58

can even maximize it and run it full

03:00

screen and one of the great things now

03:02

when you have c-al and windows is I can

03:04

now use two windows and I can literally

03:07

drag and drop something from one window

03:09

to the other like in this case with the

03:11

northern lights and I'm able to ask it

03:13

hey tell me about this phenomena that

03:14

happened in Seattle last weekend and I

03:16

get a great set of information on it

03:19

later later this year you're going to

03:21

see co- pilot show up in Windows in

03:23

settings where it's going to provide

03:24

helpful suggestions for you so for

03:26

example here when you go into Windows

03:28

settings and you need to conf figure PC

03:30

with one click copile will help you or

03:33

you can get things done in fewer steps

03:35

when you go to file explorer for example

03:37

you can quickly get a photo and you can

03:39

edit it without having to open an

03:41

app or even what's great one of my

03:44

favorites within notifications itself so

03:47

when you're on your Windows desktop and

03:48

you get a notification you can now

03:50

simply click on that notification and

03:52

co-pilot for example in this case we

03:54

answer that question to reply to an

03:56

email with the right PowerPoint just

03:58

with a click

04:00

and we're really excited to bring the

04:02

latest technology from our partners at

04:03

open aai to co-pilot I'm delighted to

04:06

share that GPT 40 with amazing text

04:09

voice and vision capabilities will soon

04:11

be available in co-pilot let me show you

04:13

a

04:14

preview one of our developers Ryan uh

04:17

simply shared his screen with copilot

04:19

while he was playing Minecraft now what

04:21

you're going to see here is two voices

04:23

the first will be Ryan the second will

04:24

be co-pilot and he's going to be having

04:26

a natural conversation like he would

04:28

with a friend while he plays let's watch

04:30

this

04:32

experience hey co-pilot how's it going

04:35

hey I'm doing great and it looks like

04:37

you're about to dive into some Minecraft

04:39

ready to build explore and maybe dodge a

04:42

few Ms yeah I'm trying to figure out how

04:44

to make a sword my son plays this game

04:46

all the time and I have no idea what I'm

04:48

doing no worries I'm here to help you

04:51

impress your son I see you've got a

04:53

crafting table in front of you which is

04:54

a great start to craft a sword you'll

04:57

need some materials can you open your

04:59

inventory

05:00

just press e on your keyboard yeah do I

05:03

have what I need let's see you've got

05:06

some sticks perfect for the swords

05:08

handle but it looks like you're missing

05:10

the material for the blade you can use

05:13

wood Stone iron gold or Diamond all

05:17

right let's pause it there for a second

05:18

did you see how copilot not only could

05:20

understand that he was in Minecraft but

05:22

it could also understand Ryan's request

05:24

for help and assess the inventory on his

05:26

screen well it gets better as Ryan

05:29

continues he gets a surprise that

05:31

co-pilot amazingly identified and it

05:33

tailor interaction let's watch let's

05:36

start by gathering some wood or stone

05:38

shall we head out and find some

05:40

resources yeah that sounds great oh my

05:43

God what's that oh no it's a zombie run

05:47

you need to get away from it fast either

05:49

Sprint away or quickly build a tower of

05:51

blocks straight up to get out of its

05:52

reach if you can find a shelter or dig

05:55

into the side of a hill do it now just

05:58

make sure it can't reach is you all

06:00

right I think I might be safe now Co

06:04

that was a close one great job finding

06:07

shelter so that was honestly for us

06:12

yeah for us that was honestly a magic

06:14

moment to discover how Coop pilot with

06:16

GPD 40 could immediately identify and

06:19

adapt and be helpful on a screen that it

06:21

had no knowledge of until it saw it in

06:23

this case a surprise zombie spawn and I

06:26

love this example because it demonstrate

06:27

how copilot can become a natural and

06:30

helpful part of your entire Windows

06:32

Experience every cop plus PC will have

06:34

the building blocks needed to deliver

06:36

outstanding performance including 16 GB

06:40

of RAM a minimum of 256 GB of SSD

06:43

storage and integrated neural Processing

06:45

Unit or an npu npus specialize in The

06:48

Matrix math needed for AI and the npus

06:51

on copilot plus PCS are the most

06:54

powerful in the PC category capable of

06:57

over 40 trillion operations for second

06:59

this is a step change in AI performance

07:02

allowing AI that is lightning fast and

07:04

always working even with multiple AI

07:06

workloads running

07:08

concurrently not only that these npus

07:11

barely sip a few watts of power even

07:13

when fully utilized we have brought that

07:16

same focus on efficiency to every part

07:18

of the copile plus PCS we were

07:20

Relentless in finding ways to reduce

07:22

power consumption systemwide the result

07:25

is unprecedented battery life with all

07:28

of your AI today today we're debuting

07:30

copile plus PCS on the arm architecture

07:32

with the Snapdragon X Series and we were

07:35

excited to partner with Qualcomm to

07:37

Designed this entirely new chip together

07:40

and we rebuilt Windows 11 from the

07:41

inside out for arm as a result copy plus

07:45

PCS on Snapdragon X will deliver up to

07:47

15 hours of web browsing and up to 22

07:49

hours of local video playback that is

07:51

20% more than the latest MacBook Air 15

07:54

in in fact that's

07:57

right in fact copile Plus species

07:59

outperformed the MacBook Air 15 in by up

08:01

to 23% on Peak Performance and more

08:03

importantly up to 58% on sustained

08:06

multi-ad through

08:09

performance alongside our partners we

08:11

are incredibly excited to enter this new

08:13

era of AI and show you what copilot plus

08:16

PCS can

08:21

do introducing the first ever co-pilot

08:25

plus PCS from surface the all new

08:28

Surface laptop and Surface Pro they have

08:31

been designed and engineered to be the

08:34

ultimate co-pilot plus PCS and these are

08:37

the most powerful laptop and pro we have

08:40

ever built they come with the longest

08:43

battery life we have ever delivered and

08:45

compared to previous surface Generations

08:48

it isn't even close this is an evolution

08:52

of our iconic touchscreen laptop it's

08:55

been redesigned with modern lines and

08:57

razor thin bezels so you get get a

08:59

larger viewing area and a smaller

09:02

footprint it's Sleek light available in

09:05

13.8 and 15in displays and now in four

09:09

beautiful colors Sapphire is my personal

09:13

favorite this new laptop is more than

09:15

80% faster than our previous generation

09:19

which is impressive but performance is

09:21

more than just a benchmark it's about

09:24

how responsive the device feels with the

09:26

things you do every day whether it's

09:29

drafting a word doc writing emails

09:31

editing images in Photoshop or launching

09:34

multiple tabs in Chrome on this new

09:37

Surface laptop you can do all those

09:39

things faster than on a MacBook Air and

09:42

across twice as many screens that

09:45

includes three 4K monitors and the

09:48

laptop

09:49

[Applause]

09:53

itself in addition to this performance

09:55

surface laptop has the battery life you

09:57

need and this is the longest battery

10:00

life on any surface PC and it's more

10:03

efficient than ever to achieving Peak

10:05

Performance with about half the battery

10:07

drain to prove it to you we did a web

10:10

browsing rundown of the new 15-in

10:12

Surface laptop side by side with the

10:15

surface laptop 5 and the latest MacBook

10:17

Air now of course this has sped way up

10:20

but with the exact same web content the

10:23

new Surface laptop in the middle just

10:25

keeps on going far longer than the

10:27

laptop 5 in the MacBook Air

10:30

the new Surface laptop has nearly doubl

10:32

the battery life of surface laptop 5

10:35

with up to 22 hours of local video

10:39

[Applause]

10:39

[Music]

10:42

playback add Wi-Fi 7 on top of all of

10:45

that the fastest connection available we

10:47

think you are going to be blown away by

10:50

the speed snappiness and battery life on

10:52

this new Surface

10:54

laptop the new Surface Pro combines

10:56

leading performance incredible battery

10:58

life and new AI experiences in our

11:01

signature Ultra flexible design we

11:04

talked about how important speed and

11:06

perf are to you this new Pro is up to

11:09

90% faster than Surface Pro 9 we had

11:13

designed Surface Pro to adapt with you

11:15

whether it's powering your multiple 4K

11:17

monitors at the office or waiting for a

11:19

ride from the airport you stay connected

11:22

with lightning fast Wi-Fi 7 and optional

11:26

5G and for the first time we're

11:28

introducing a new OLED with HDR display

11:32

with a near infinite contrast ratio so

11:34

you can see every detail with deep

11:36

blacks and brighter

11:38

colors we know how important your

11:40

onboard camera is and this new ultrawide

11:43

front-facing camera is our best surface

11:46

camera ever the custom lens has

11:49

incredible sharpness accurate color

11:51

capturing and great low light

11:52

performance and the rear-facing camera

11:55

has support for 4K video so you can

11:57

capture and edit all on one one

12:00

device let's talk about the allnew

12:02

Surface Pro Flex keyboard we've

12:05

revolutionized the two in1 keyboard now

12:08

designed to be used both attached and

12:11

detached so you can position your pro

12:14

and keyboard where they suit you it's a

12:16

more comfortable setup built with

12:18

additional layers of carbon fiber for

12:20

more stability on your lap it can adapt

12:24

with you wherever you need to stay

12:25

productive like on a plane or in a

12:28

lecture hall

12:29

it's back lit and it flexes to meet your

12:32

unique needs whatever those may be the

12:35

slim pin is securely stored always

12:37

visible and charging the ink flows

12:40

naturally across any app with precise

12:42

inking and a built-in haptic touch

12:44

haptic engine for a more immersive

12:49

experience because the magic only

12:51

happens when you can get your hands on

12:52

one of these beautiful devices I'm

12:54

delighted to announce that pre-orders

12:57

start today and they're going to be

12:58

available on June 18th

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Related Tags
AI TechnologyWindows PCsCo-Pilot PlusDistributed AIEdge ComputingCloud IntegrationProductivity ToolsMicrosoft Co-PilotSurface LaptopSurface ProNeural Processing