2024 AI - 10 things Coming in 2024!

AI Uncovered
19 Apr 202413:25

Summary

TLDR2024年被视为人工智能领域激动人心的一年,预计将有一系列突破性进展。从自动驾驶汽车到能够进行复杂对话的聊天机器人,AI的潜力巨大。视频中列举了今年十大AI发展,包括军事领域AI的整合、材料科学中AI的应用、AI驱动的游戏、内容审核、对话革命、自主代理、深度伪造技术、AI与物联网的结合、量子增强AI,以及人工通用智能(AGI)的发展。这些进展不仅预示着技术革新,也引发了对隐私、偏见和透明度的伦理考量。

Takeaways

  • 🤖 军事应用:AI在军事操作和战略中的应用越来越广泛,包括自主武器系统和决策支持系统。
  • 🔍 材料科学:AI驱动的模拟和算法正在加速新材料的发现和开发,应用于可再生能源、医疗保健、电子等领域。
  • 🎮 游戏产业:AI技术正在创造更沉浸式、动态和个性化的游戏体验,包括NPC行为和自适应难度级别。
  • 🚫 内容审核:AI在内容审核中的应用将通过高级机器学习算法和自然语言处理技术得到显著改进,更准确地识别违规内容。
  • 🗣️ 对话革命:AI将从工具转变为真正的对话伙伴,能够无缝融入日常生活并进行动态对话。
  • 🤖 自主代理:预计2024年将看到自主代理在认知能力和适应性学习机制方面的显著进步,成为数字伴侣。
  • 🖼️ 深度伪造技术:深度伪造技术将变得更加强大,能够创建更加逼真的视频和图像,预计在教育和治疗等领域有新应用。
  • 🌐 物联网与AI:混合AI方法将用于增强实时决策能力,特别是在时间敏感的情况下,如自动驾驶。
  • 🧬 量子增强AI:量子计算与AI算法结合,将极大提高数据处理速度,适用于复杂问题的模拟和预测。
  • 🧠 通用人工智能:Google的Genie模型展示了通用人工智能(AGI)的进展,能够理解多样化的刺激并创建动态互动的虚拟环境。

Q & A

  • 今年AI在军事领域的主要发展趋势是什么?

    -今年AI在军事领域的主要发展趋势是各国政府越来越多地将人工智能整合到军事行动和战略中。这包括使用AI驱动的无人机、自主学习、预测分析和决策支持等能力,以及AI在军事物流、决策过程和研发工作中的应用。

  • AI在材料科学中的主要应用是什么?

    -AI在材料科学中的应用包括通过模拟和算法来发现和开发具有特定属性的新材料,这些材料可用于各种应用。AI通过分析大量数据集和预测原子和分子级别的材料行为,加速了设计过程,为可再生能源、医疗保健、电子等领域带来了创新材料。

  • AI在游戏开发中如何提升玩家体验?

    -AI在游戏开发中通过机器学习算法和计算能力的提升,使游戏开发者能够创建更加沉浸式、动态和个性化的游戏体验。这包括NPC展示类似人类的行为、适应每个玩家技能水平的难度级别,以及允许无限变化的游戏环境和场景的程序化内容生成。

  • AI在内容审核中的作用是什么?

    -AI在内容审核中利用先进的机器学习算法和自然语言处理技术,更好地理解用户生成内容的上下文、语气和意图,从而更准确地识别和标记违反平台政策的内容,如仇恨言论、骚扰、虚假信息和图像。

  • 今年AI在对话能力方面有哪些进步?

    -今年AI在对话能力方面将从工具转变为真正的对话伙伴,能够无缝地融入日常生活并进行动态对话,模仿人类互动。这包括在医疗保健、教育、商业等领域提供个性化服务和支持,以及在工作场所沟通中提高生产力和效率。

  • 2024年在自主代理方面有哪些预期的进展?

    -2024年预期在自主代理方面的进展包括增强的认知能力和适应性学习机制,这些代理将超越当前角色,成为能够无缝集成到我们日常生活中的复杂数字伴侣。它们将展示对上下文、情感和意图的更深层次理解,促进更有意义的互动。

  • 深度伪造技术在今年有哪些预期的进展?

    -今年深度伪造技术预期将变得更加强大,允许创建更加逼真和有说服力的伪造视频和图像。算法将更擅长将面部和声音无缝融合到各种场景中。这项技术预计将在教育和治疗会话等领域找到新的应用,同时也需要强大的检测机制和道德指导方针来减轻其对社会的负面影响。

  • AI和物联网(IoT)的结合将如何影响实时决策?

    -AI和物联网(IoT)的结合将通过混合AI方法增强实时决策能力,这意味着使用基于规则的系统和使用数据进行预测的推理AI。这种结合将提供更复杂和定制化的响应,特别是在时间敏感的情况下,如自动驾驶,可以更快、更准确地做出决策。

  • 量子增强AI在数据处理上有哪些优势?

    -量子增强AI利用量子计算中的数据存储方式,量子比特(qubits)可以同时存在于多个状态的叠加中,这使得量子计算机能够比传统计算机更快地处理数据。量子增强AI将结合这些强大的计算能力与AI算法,如神经网络和机器学习,以提高预测的准确性,例如在天气预报或交通流量预测中。

  • 谷歌发布的Genie模型在AI领域有什么重要意义?

    -谷歌发布的Genie模型拥有惊人的110亿参数,标志着AI进步的一个重要时刻。Genie的突出特点是能够将静态图像和草图转换为动态交互式虚拟环境,展示了AI理解多样化刺激的不断发展的能力,这是实现人工通用智能(AGI)的一个关键特征。

  • AI在实现人工通用智能(AGI)方面的挑战和机遇是什么?

    -AI在实现AGI方面的挑战包括构建全面的世界观模型、处理多模态学习和世界建模的复杂性。机遇在于AI的适应性、从动态内容中提取洞察力的潜力,以及通过这种多模态学习和世界建模的融合,AI能够全面理解和与世界互动,类似于人类智能。

Outlines

00:00

🚀 2024年AI的十大突破

2024年被认为是AI技术发展激动人心的一年,从自动驾驶汽车到能够进行复杂对话的聊天机器人,AI的潜力巨大。视频中将介绍今年即将到来的十大AI进步。首先,全球政府正在将AI集成到军事行动和战略中,47个国家支持的负责任使用AI的宣言突显了这一趋势的重要性。AI在军事领域的应用包括模式识别、自主学习、预测分析和决策支持,导致AI军备竞赛。此外,AI也在材料科学、游戏开发、内容审核、对话革命、自主代理、深度伪造技术、AI与物联网的结合、量子增强AI以及人工通用智能(AGI)的发展中发挥着重要作用。特别提到的是Google的Genie,它拥有110亿参数,标志着AI进步的重要时刻,展示了AI理解多样化刺激的能力,并为实现AGI铺平了道路。

05:02

🌟 AI在不同领域的应用

AI在多个领域的应用正在不断扩展,包括医疗、教育、商业和娱乐。在医疗领域,AI驱动的聊天机器人为患者提供情感支持;在教育领域,个性化的辅导系统通过调整教学方法来提高学习成果;商业领域则利用对话式AI提供定制的客户服务和优化工作场所沟通,提高生产力和效率。AI的这些进步引发了关于沟通、同理心和智能本质的深刻社会反思。随着AI进一步融入我们的生活,伦理考量变得尤为重要,需要确保在AI的开发和部署中保护隐私、减少偏见,并确保透明度和问责制。

10:03

🤖 自主代理和AI的未来发展

2024年,我们预计在自主代理领域将取得重大进展。这些代理将具备更强的认知能力和适应性学习机制,超越当前的角色,成为能够无缝融入我们日常生活的复杂数字伴侣。它们不仅将执行预定义的任务,还将展示出对上下文、情感和意图的更深层次理解,促进更有意义的互动。想象一下,AI伴侣不仅能帮助处理日常任务,还能主动预测需求、提供情感支持并进行真正的对话。这些代理将模糊工具和伴侣之间的界限,成为现代生活中不可或缺的盟友。随着自主代理的不断发展,我们可以期待一个AI无缝增强人类能力、提高生产力、创造力和整体福祉的未来。

Mindmap

Keywords

💡人工智能

人工智能(AI)是模拟人类智能行为的科学技术,包括学习、推理、自我修正和感知。在视频中,人工智能是核心主题,涵盖了从自动驾驶汽车到聊天机器人等多个领域的应用,展示了AI在2024年的发展前景。

💡自主武器系统

自主武器系统是指能够在没有人类直接控制的情况下选择和攻击目标的军事系统。视频中提到,全球政府正在将AI集成到军事操作中,自主武器系统是AI军事化的一个关键例子,它涉及到AI在战争中的应用,包括无人机和化学武器的模拟。

💡材料科学

材料科学是研究材料的结构、性质和加工方法的学科。视频提到AI在材料科学中的应用,通过模拟和算法来发现和开发具有特定属性的新材料,这些材料可用于可再生能源、医疗保健和电子产品等多个领域。

💡AI驱动的游戏

AI驱动的游戏是指利用人工智能技术来增强游戏体验的游戏。视频中提到,通过机器学习算法和计算能力的提升,游戏开发者能够创造更具沉浸感、动态性和个性化的游戏体验,如NPC的人性化行为和适应玩家技能水平的难度级别。

💡内容审核

内容审核是指对在线内容进行检查和过滤,以确保其符合平台政策和法规。视频中指出,随着在线内容的指数级增长,AI在内容审核方面的应用预计将得到显著改进,利用先进的机器学习算法和自然语言处理技术来更准确地识别和标记违规内容。

💡对话革命

对话革命是指AI从简单的工具转变为能够进行复杂对话的伙伴。视频中提到,AI将能够无缝地融入日常生活并参与动态对话,这在医疗、教育和商业等多个领域提供了创新和改进的机会,同时也引发了关于沟通、同理心和智能本质的深刻社会反思。

💡自主代理

自主代理是指具有增强认知能力和自适应学习机制的AI系统,它们能够超越当前的角色,成为能够无缝融入我们日常生活的复杂数字伙伴。视频中提到,这些代理将不仅仅是执行预定义任务,而是能够更深入地理解上下文、情感和意图,从而促进更有意义的交互。

💡深度伪造技术

深度伪造技术是指利用AI生成看起来非常真实的照片和视频的技术。视频中提到,深度伪造技术将变得更加强大,能够更真实地伪造人脸和声音,预计这项技术将被用于教育和治疗等领域,同时也引发了关于滥用深度伪造技术进行恶意行为的担忧。

💡AI与物联网

AI与物联网(IoT)的结合是指将AI技术应用于物联网设备中,以提高实时决策的效率。视频中提到,混合AI方法将用于更快、更有效地做出实时决策,这意味着使用基于规则的系统和使用数据进行预测的推理AI,从而提供更精细和定制化的响应。

💡量子增强AI

量子增强AI是指利用量子计算的强大数据处理能力来增强人工智能算法的性能。视频中提到,量子增强AI将结合量子计算的能力与AI算法,如神经网络和机器学习,以处理大量数据并创建更准确的模拟和预测,例如在天气预报和交通流量预测中的应用。

💡人工通用智能

人工通用智能(AGI)是指能够执行任何智能任务的AI系统,类似于人类智能。视频中提到,Google发布的Genie模型具有110亿参数,标志着AI发展的一个重要时刻。Genie能够将静态图像和草图转换为动态交互式虚拟环境,展示了AI在理解多样化刺激和构建全面世界模型方面的进化能力。

Highlights

2024年将是AI领域激动人心的一年,从自动驾驶汽车到能够进行复杂对话的聊天机器人,AI的潜力令人惊叹。

47个国家支持负责任使用AI在军事中的声明,强调了AI在军事操作中日益增长的重要性。

AI在军事设置中提供模式识别、自主学习、预测分析和决策支持,导致AI武器竞赛。

AI已经展示出其在现代战争中的变革性影响,例如以色列在以色列-哈马斯冲突中迅速识别目标的能力。

AI在材料科学中的应用,通过模拟和算法加速新材料的设计过程。

AI和材料科学的结合有望带来下一代电池和轻质耐用材料等前所未有的可能性。

游戏开发者正在将AI技术整合到游戏中,以创造更沉浸式、动态和个性化的游戏体验。

AI驱动的游戏允许程序化内容生成,确保每次游戏都新鲜和激动人心。

AI在内容审核中的应用,预计将通过高级机器学习算法和自然语言处理技术进行重大改进。

AI系统将更准确地识别和标记违反平台政策的内容,包括仇恨言论、骚扰、虚假信息和图形图像。

AI将从工具转变为真正的对话伙伴,无缝集成到日常生活中并进行动态对话。

AI驱动的聊天机器人为患者提供情感支持,个性化辅导系统提高学习成果。

2024年,我们期待在自主代理方面取得重大进展,这些代理将成为能够无缝集成到我们日常生活中的复杂数字伴侣。

深度伪造技术今年将看到重大进步,软件将变得更加强大,允许创建更逼真和有说服力的假视频和图像。

AI和物联网(IoT)的融合将增强实时决策能力,使用混合AI方法使决策更快、更有效。

量子增强AI的发展将结合量子计算的强大能力与AI算法,如神经网络和机器学习。

谷歌发布的Genie标志着向人工通用智能(AGI)迈出的重要一步,展示了AI理解多样化刺激的不断演变的能力。

Transcripts

00:00

this year is set to be an exciting one

00:02

for AI with a wide range of developments

00:05

on the horizon from self-driving cars to

00:08

chatbots that can carry on complex

00:10

conversations the potential for AI in

00:13

2024 is truly mind-blowing by the end of

00:16

this video you will discover the top 10

00:19

AI advancements that are coming our way

00:21

this year let's start number one killer

00:24

robots governments worldwide are

00:27

increasingly integrating artificial

00:29

intelligence into military operations

00:31

and strategies the endorsement by 47

00:35

states of a declaration on the

00:37

responsible use of AI in the military

00:39

initially launched at the ha in February

00:42

last year underscores the growing

00:44

significance of this trend the necessity

00:47

for such a declaration arises from the

00:50

potential risks associated with the

00:52

unchecked deployment of AI in Warfare

00:55

instances like AI driven drones

00:58

reportedly targeting soldiers in Libya

01:00

without human intervention highlight

01:03

these concerns AI offers capabilities

01:06

such as pattern recognition autonomous

01:08

learning predictive analysis and

01:11

decision-making support in military

01:13

settings leading to an ongoing AI arms

01:17

race Beyond Weapons Systems AI is also

01:20

going to revolutionize military

01:22

logistics decision-making processes and

01:25

research and development efforts notably

01:29

AI has has already demonstrated its

01:31

ability to generate novel hypothetical

01:33

chemical weapons and enhance Target

01:35

recognition and battle tracking

01:37

capabilities in drones Israel's

01:40

utilization of AI to rapidly identify

01:43

targets during the Israel Hamas conflict

01:45

further exemplifies ai's transformative

01:48

impact on Modern Warfare number two

01:51

Material Science one of the exciting

01:54

advancements to watch out for in AI this

01:56

year is its application in Material

01:59

Science sence Aid driven simulations and

02:02

algorithms are revolutionizing the

02:04

discovery and development of new

02:06

materials with tailored properties for

02:08

various applications by analyzing vast

02:11

data sets and predicting material

02:13

behaviors at Atomic and molecular levels

02:16

AI accelerates the design process

02:19

leading to the creation of innovative

02:21

materials for renewable energy healthc

02:24

care electronics and Beyond this

02:27

integration of AI and Material Science

02:30

promises to unlock unprecedented

02:32

possibilities from Next Generation

02:34

batteries and lightweight yet durable

02:36

materials to novel drug Delivery Systems

02:39

and advanced

02:40

nanotechnology as AI continues to refine

02:43

its predictive capabilities and

02:45

understanding of complex material

02:47

structures it paves the way for

02:49

groundbreaking discoveries and

02:50

transformative Technologies shaping the

02:53

future of numerous Industries number

02:55

three AI driven gaming with advancements

02:59

in machine learning algorithms and

03:01

computational power game developers are

03:04

incorporating AI Technologies to create

03:06

more immersive Dynamic and personalized

03:09

gaming experiences from NPCs exhibiting

03:12

humanlike behaviors to Adaptive

03:14

Difficulty levels tailored to each

03:16

player's skill level aid driven gaming

03:19

promises to blur the lines between

03:21

reality and virtual worlds most

03:24

interestingly AI is enabling procedural

03:27

content generation allowing for

03:30

infinitely varied game environments and

03:32

scenarios ensuring every playthrough

03:35

feels fresh and exciting additionally AI

03:39

powered analytics are providing

03:41

developers with valuable insights into

03:43

player Behavior preferences and

03:46

engagement patterns facilitating

03:48

datadriven decision-making for game

03:50

design and marketing strategies number

03:53

four AI in content moderation given the

03:56

exponential growth of online content AI

04:00

in content moderation is expected to

04:01

undergo significant improvements

04:04

leveraging Advanced machine learning

04:06

algorithms and natural language

04:08

processing techniques to better

04:10

understand the context tone and intent

04:13

behind user generated content this

04:15

enhanced comprehension allows AI systems

04:18

to more accurately identify and flag

04:20

content that violates platform policies

04:23

including hate speech harassment

04:26

misinformation and graphic imagery again

04:29

AI EMP powered content moderation is

04:31

evolving to adapt to the dynamic nature

04:34

of online content continuously learning

04:36

from new data and user interactions to

04:39

refine its decision-making capabilities

04:42

this adaptive approach enables platforms

04:44

to stay ahead of emerging Trends and

04:46

evolving forms of online abuse ensuring

04:49

a proactive and effective moderation

04:52

strategy number five a conversation

04:55

Revolution this year AI is going to

04:58

evolve from tools to genuine

05:01

conversational Partners this

05:04

transformation transcends scripted

05:06

interactions enabling AI to seamlessly

05:09

integrate into daily life and engage in

05:12

Dynamic conversations mirroring human

05:15

interaction this revolution extends

05:18

across diverse domains offering new

05:20

opportunities for Innovation and

05:22

Improvement in healthcare aid driven

05:25

chat Bots provide empathetic support to

05:27

patients while in education personalized

05:30

tutoring systems adapt teaching methods

05:32

to enhance learning outcomes businesses

05:35

leverage conversational AI to deliver

05:37

tailored customer service and streamline

05:40

workplace communication driving

05:42

productivity and efficiency the

05:45

conversation Revolution prompts profound

05:48

societal Reflections on communication

05:51

empathy and the nature of intelligence

05:54

as AI integrates further into our lives

05:57

ethical considerations become parent

05:59

amount necessitating safeguards to

06:02

uphold privacy mitigate biases and

06:05

ensure transparency and accountability

06:08

in AI development and deployment number

06:11

six autonomous agents 2024 is the year

06:16

when we anticipate significant

06:17

advancements in autonomous agents these

06:20

agents built with enhanced cognitive

06:23

capabilities and adaptive learning

06:24

mechanisms will transcend their current

06:27

roles to become sophisticated digital

06:30

companions capable of seamlessly

06:32

integrating into our daily lives rather

06:35

than merely executing predefined tasks

06:38

they will exhibit a deeper understanding

06:40

of context emotions and intentions

06:44

fostering more meaningful interactions

06:47

imagine AI companions that not only

06:49

assist with mundane tasks but also

06:52

proactively anticipate needs offer

06:55

emotional support and engage in genuine

06:58

conversations these agents will blur the

07:00

lines between tool and companion

07:03

becoming indispensable allies in

07:05

navigating the complexities of Modern

07:07

Life they will contribute to the

07:09

equalization of AI empowering

07:12

individuals and businesses with

07:14

accessible customizable Solutions

07:17

tailored to their unique

07:19

requirements as autonomous agents

07:21

continue to evolve we can anticipate a

07:23

future where AI seamlessly augments

07:26

human capabilities enhancing

07:28

productivity creativity and overall

07:31

well-being in unimaginable ways number

07:34

seven AI deep fake technology the Deep

07:38

fake technology we saw last year

07:40

courtesy of software like deep face lab

07:43

fake app and Wombo was impressive but

07:45

it's just the beginning this year we can

07:48

expect to see significant advancements

07:50

in the technology as well as its uses

07:53

deep fake software will become more

07:55

powerful allowing for more realistic and

07:57

convincing fake videos and images with

08:00

algorithms becoming more Adept at

08:02

seamlessly blending faces and voices

08:05

into various scenarios even experts

08:08

predict a surge in its capabilities and

08:10

applications Beyond entertainment and

08:12

social media this technology is expected

08:15

to find new applications in areas such

08:18

as education where historical figures

08:21

could be brought to life to deliver

08:22

interactive lessons or in theapy

08:25

sessions where virtual simulations could

08:27

Aid in empathy building exercises

08:30

however alongside its potential benefits

08:33

concerns regarding the misuse of deep

08:35

fakes for malicious purposes are likely

08:37

to escalate prompting the need for

08:40

robust detection mechanisms and ethical

08:42

guidelines to mitigate their negative

08:44

impact on Society number eight Ai and

08:48

Internet of Things One Innovative Trend

08:51

expected in the AI and Internet of

08:53

Things iot space this year is the

08:56

integration of hybrid AI approaches to

08:59

enhance realtime decision making hybrid

09:03

AI is a trend that will be used to make

09:06

real-time decisions faster and more

09:08

efficiently this means using both

09:11

rule-based systems and inferential AI

09:14

which uses data to make predictions the

09:17

result is a more sophisticated and

09:19

tailored response this is an exciting

09:22

advancement especially for

09:23

time-sensitive situations like

09:25

autonomous driving with this technology

09:28

decisions can be made quickly and with

09:30

more accuracy keeping everyone safe and

09:33

secure for instance instead of just

09:36

turning on a light when a switch is

09:38

pressed Advanced AI systems can use

09:40

factors like light levels occupancy

09:43

patterns and user preferences to save

09:46

energy and improve user experience by

09:49

using machine learning and generative AI

09:51

iot applications can adapt and learn

09:54

from data in real time making decisions

09:57

more autonomously and intelligently

09:59

Additionally the merging of AI and iot

10:02

will enable the development of dynamic

10:04

control systems that continuously

10:07

enhance operations according to changing

10:09

environmental factors and user

10:12

requirements this comprehensive

10:14

integration not only boosts efficiency

10:17

but also enables personalized and

10:19

adaptable features in areas ranging from

10:21

Smart Homes to Industrial Automation

10:24

number nine Quantum enhanced AI another

10:28

exciting thing to look forward to to in

10:29

AI this year is the development of

10:31

quantum enhanced AI in Quantum Computing

10:35

data is stored in Quantum bits or qits

10:38

which can exist in a superposition of

10:40

States unlike classical bits which are

10:43

either zero or one this allows quantum

10:46

computers to process data exponentially

10:49

faster than traditional computers making

10:51

them ideal for AI applications Quantum

10:54

enhanced AI will combine these powerful

10:57

Computing capabilities with AI

10:59

algorithms like neural networks and

11:02

machine learning for example imagine

11:04

trying to predict the weather

11:06

traditional AI systems might use

11:08

historical weather data and pattern

11:10

recognition to predict what the weather

11:12

will be like also Quantum enhanced AI

11:16

would be able to process much more data

11:19

including things like humidity

11:21

barometric pressure and wind speed to

11:23

create more accurate simulations and

11:26

predictions or imagine using quantum

11:29

enhanced AI to predict traffic flow the

11:32

system could take into account things

11:34

like real-time traffic data weather

11:37

conditions and even driver Behavior to

11:40

predict where congestion might occur and

11:42

how to best alleviate it number 10

11:46

artificial general intelligence we have

11:49

always thought that achieving artificial

11:51

general intelligence is something that

11:53

might likely happen in the next 20 50

11:55

years but with the release of Genie by

11:57

Google it is finally confirmed confirmed

11:59

that AGI is closer than we think

12:02

Google's Genie with its staggering 11

12:04

billion parameters marks a watershed

12:07

moment in AI advancement this shift

12:09

emphasizes the importance of

12:11

constructing comprehensive World models

12:14

crucial for achieving a AGI Genie's

12:16

standout feature lies in its ability to

12:19

translate static images and sketches

12:21

into Dynamic interactive virtual

12:24

environments showcasing ai's evolving

12:26

capacity to understand diverse stimuli

12:30

an essential trait for AGI its knack for

12:33

synthesizing immersive worlds from

12:36

various inputs represents a significant

12:38

Leap Forward in ai's engagement with its

12:41

surroundings moreover Genie's adeptness

12:44

at learning from videos demonstrates

12:47

ai's adaptability and its potential to

12:50

extract insights from Dynamic content

12:53

contributing to the journey towards AGI

12:56

through this Fusion of multimodal

12:58

learning and world modeling Genie paves

13:00

a promising pathway towards AGI enabling

13:04

AI to comprehend and interact with the

13:06

world holistically akin to human

13:09

intelligence if you have made it this

13:11

far let us know what you think in the

13:14

comment section below for more

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