Welcome to the Era of Generative AI

Gerd Leonhard
30 Mar 202410:54

Summary

TLDRThe transcript discusses the advent of generative AI, a technology that can create content and engage in conversation, revolutionizing fields like marketing and entertainment. It highlights the potential of platforms like Sora and 11laps for producing media without traditional constraints, while cautioning about the challenges of trust and authenticity in an AI-driven world. The speaker emphasizes the importance of maintaining human judgment and ethics as we integrate AI into various aspects of life, advocating for a balance between technological advancements and preserving human values.

Takeaways

  • 🌐 The world is transitioning to a new technological platform, generative AI, which can create content and engage in conversation using data, language, and image understanding.
  • 📹 Generative AI applications, like Sora from OpenAI, can produce movie clips without the need for cameras or image licensing, raising intellectual property concerns.
  • 🎶 Companies like 11laps can add sound to generative AI-created videos, further enhancing the capabilities of AI in media production.
  • 🔍 The technology enables the creation of manipulated content, which could impact trust in media, especially during election years.
  • 🤖 AI lacks common sense and human attributes like intuition, emotions, and consciousness, which are essential for making complex decisions.
  • 🚀 Despite its power, AI should be used as a tool rather than a purpose, and its outputs should be approached with a critical mind.
  • 📚 The shift to AI emphasizes the need for a broader educational focus, including emotional intelligence, creativity, and social skills, beyond traditional STEM fields.
  • 🌟 AI's role in healthcare, like Google's AI doctor, could significantly improve access to medical advice in regions with limited medical resources.
  • 🤖 The convergence of human and machine intelligence is leading to a future where AI augments human capabilities rather than replacing them.
  • 🌍 The future of education and work will be shaped by AI, requiring a reevaluation of human intelligence and the roles that machines will play in society.

Q & A

  • What is the significance of generative AI in the current technological landscape?

    -Generative AI represents a significant shift in the technological landscape as it has the ability to create content and engage in conversations using data, language understanding, and image recognition. This advancement allows for the creation of new content, such as movie clips and sounds, without the need for traditional methods like cameras or image licensing, thus revolutionizing the way we produce and consume media.

  • What are the potential applications of generative AI in marketing?

    -Generative AI can greatly enhance marketing efforts by creating realistic and engaging content rapidly. For instance, it can produce commercial mockups or promotional materials like movie clips and soundscapes by simply processing text prompts. This can lead to more efficient marketing strategies and innovative advertising campaigns.

  • What intellectual property issues might arise with the use of generative AI?

    -The use of generative AI raises intellectual property concerns because it can create content that resembles existing works without proper licensing or permissions. This could lead to copyright infringement and other legal disputes, emphasizing the need for clear regulations and ethical guidelines in the use of AI-generated content.

  • How might generative AI impact the trustworthiness of information during elections?

    -Generative AI has the potential to create manipulated content that may be difficult to distinguish from genuine material. During elections, this could undermine the trustworthiness of information, as it might be used to spread misinformation or create fake news, which poses a threat to the democratic process.

  • What are the limitations of large language models like Chat GPT?

    -While large language models like Chat GPT are powerful tools for generating text, they are not infallible. They can generate content that is contextually incorrect or factually inaccurate, as they lack common sense and human intuition. Therefore, they should be used as tools rather than definitive sources of information, especially in sensitive areas like legal or healthcare advice.

  • How is the evolution of AI changing the framework of various industries?

    -The advancement of AI is not just changing the tools we use but also the entire framework of industries. From education and work to healthcare and automation, AI is influencing how jobs are performed, how services are delivered, and how we interact with technology. This shift requires a reevaluation of skills and a focus on human-centric qualities that AI cannot replicate, such as empathy, creativity, and emotional intelligence.

  • What is the role of conversational AI in the future of human-computer interaction?

    -Conversational AI is poised to become an integral part of human-computer interaction, enabling us to communicate with machines in a more natural and intuitive way. This technology is expected to be ubiquitous, allowing us to issue commands, ask questions, and receive responses as if speaking to another person.

  • How might the development of AI impact the future of education?

    -The future of education will need to adapt to the changing landscape brought about by AI. While AI can handle simple, logic-based tasks, the education system should focus on nurturing human qualities that AI cannot replicate, such as emotional intelligence, creativity, critical thinking, and problem-solving skills that go beyond mere computation.

  • Why is it important to keep human qualities like empathy and consciousness exclusive to humans?

    -Human qualities like empathy and consciousness are integral to our experience and understanding of the world. These qualities enable us to connect with others, make moral judgments, and engage with the world in a meaningful way. Introducing these qualities into machines could have unforeseen consequences, including ethical dilemmas, national security risks, and economic implications. Therefore, it is crucial to maintain these aspects as uniquely human.

  • What are the potential benefits of AI in healthcare, particularly in underserved regions?

    -AI has the potential to improve healthcare, especially in regions with a shortage of medical professionals. AI-powered applications can provide medical advice, assist in diagnosis, and offer treatment recommendations, thus helping to reduce the burden on healthcare systems and improve access to quality healthcare services.

  • How can the humanities play a role in the AI-driven future?

    -As AI becomes more prevalent, the humanities can provide a crucial counterbalance by focusing on humanistic education. Subjects like literature, philosophy, and the arts can foster a well-rounded education that emphasizes human values, ethics, and the cultural and social aspects of technology, ensuring that as we advance technologically, we do not lose sight of our humanity.

Outlines

00:00

🌐 The Emergence of Generative AI and its Impact

This paragraph discusses the transition into a new era of technology, highlighting the advent of generative AI. It explains that generative AI can create content and engage in conversations using data, language understanding, and image recognition. The script mentions an app called Sora from Open AI, which can produce movie clips without the need for cameras or image licensing, raising intellectual property concerns. The paragraph also touches on the potential uses of generative AI in marketing and the challenges it poses, especially in the context of trust and democracy during election years. It emphasizes the importance of maintaining a balance between using AI as a tool and not losing human judgment in decision-making processes.

05:02

💬 The Shift to Conversational AI and its Integration into Daily Life

The second paragraph delves into the transition from graphic interfaces to conversational AI, where interactions with computers become more human-like. It describes an app called 'eain AI pin' that uses voice, touch, and gesture inputs to engage with AI. The script also discusses the potential challenges in implementing such technology in noisy environments. It further explores the integration of AI in various aspects of life, from smart devices to healthcare, and the impact of AI on industries and human intelligence. The paragraph underscores the importance of human qualities such as emotional intelligence, creativity, and empathy, which machines lack, and argues for maintaining these uniquely human attributes in our education and interactions with AI.

10:02

📚 Rethinking Education and the Human-Machine Dynamic

The final paragraph focuses on the implications of AI on education and the dynamic between human and machine intelligence. It suggests that as AI takes over tasks involving simple data and information, the education system must adapt by emphasizing areas where human intelligence shines, such as understanding, wisdom, purpose, consciousness, and spirituality. The paragraph argues for the reintroduction of humanities in education to preserve our human qualities, which machines cannot replicate. It also discusses the potential changes in the job market and societal structure due to AI, and the need to prepare for a future where machines handle more routine tasks, allowing humans to focus on creativity, problem-solving, and emotional intelligence.

Mindmap

Keywords

💡Generative AI

Generative AI refers to the subset of artificial intelligence systems that are capable of creating new content, such as text, images, or videos, using machine learning algorithms. In the context of the video, generative AI is highlighted as a significant advancement from previous technological platforms, emphasizing its role in content creation and conversational abilities. The video mentions generative AI's potential to produce movie clips and simulate conversations, which underscores its importance in transforming our interaction with technology.

💡Conversational AI

Conversational AI, also known as chatbots or virtual assistants, are AI systems designed to interact with humans in a conversational manner, using natural language processing and generation. The video emphasizes the significance of conversational AI in creating a more interactive and engaging user experience. It is noted for its ability to converse, respond, and assist, as exemplified by the mention of apps like Sora from Open AI, which can generate movie clips based on text prompts, showcasing the practical applications of conversational AI in content creation and user engagement.

💡Intellectual Property Rights

Intellectual property rights pertain to the legal protection of creations of the mind, such as inventions, literary and artistic works, designs, and symbols. In the video, the discussion around generative AI's ability to create content without the need for traditional cameras or licensed images raises concerns about potential infringement of intellectual property rights. The video suggests that as technology advances, there is a need to consider how to maintain and respect these rights in the context of AI-generated content.

💡Trust

Trust, in the context of the video, refers to the confidence and reliance placed in the information and outputs provided by AI systems. The video highlights the importance of trust in a democratic society and the challenges posed by AI in maintaining this trust, especially during elections. It emphasizes the need for individuals to exercise their own judgment and not solely rely on AI, as AI systems may lack the ability to fully understand the nuances of human existence, such as emotions and values.

💡Human Intelligence

Human intelligence encompasses a wide range of cognitive abilities that enable humans to learn, understand, and solve problems. The video contrasts human intelligence with artificial intelligence, emphasizing the unique aspects of human cognition, such as emotions, intuition, and empathy, which are not replicated in AI systems. It suggests that while AI can handle logical and data-driven tasks, the essence of human intelligence, including social, emotional, and creative faculties, should remain a distinctly human domain.

💡Artificial Intelligence (AI)

Artificial Intelligence, or AI, refers to the simulation of human intelligence in machines that are programmed to think and learn like humans. The video discusses AI's evolving role from traditional computing platforms to more sophisticated generative and conversational AI systems. It highlights AI's capabilities in data analysis, language understanding, and content creation, while also addressing the ethical considerations and the need for a balanced integration of AI in society.

💡Education

Education in the video is discussed in the context of preparing for a future where AI plays a significant role. It suggests that the traditional focus on STEM (Science, Technology, Engineering, and Mathematics) should be expanded to include emotional intelligence, social skills, creativity, and other aspects of human intelligence that AI cannot replicate. The video implies that education should evolve to equip individuals with the skills necessary to work alongside AI and maintain a human-centric approach to problem-solving and decision-making.

💡Healthcare

Healthcare is mentioned in the context of AI's potential to improve access to medical advice and services, particularly in regions where there is a shortage of doctors. The video refers to an AI-powered app that can provide specific health advice, suggesting that AI could help reduce healthcare costs and improve accessibility. However, it also cautions that the implementation of such AI systems must be carefully managed to ensure accuracy and ethical considerations.

💡Elections

Elections are brought up in the video as a critical societal process that could be influenced by AI-generated content. The concern is that the ability of AI to create convincing yet manipulated content might affect the trust people place in information, which is fundamental to the democratic process. The video underscores the importance of maintaining vigilance and critical thinking to discern trustworthy information, especially during election periods.

💡Human-Machine Interaction

Human-Machine Interaction refers to the ways in which humans communicate and interact with machines, particularly AI systems. The video discusses the shift from traditional graphical user interfaces to more natural forms of interaction, such as voice commands and gestures. It suggests that as AI becomes more integrated into everyday life, from virtual libraries to smart devices, the way we engage with technology will become more intuitive and conversational, resembling interactions with other humans.

💡Consciousness

Consciousness in the video is described as a deeply human quality that encompasses self-awareness, emotions, and the ability to experience and understand the world in a subjective way. It is contrasted with the logical and data-driven nature of AI, emphasizing that machines should not be designed to possess consciousness. The video argues that consciousness should remain a unique human attribute, as it involves complex aspects of existence that AI cannot fully comprehend or replicate.

Highlights

The transition to generative AI, which uses data, language understanding, and image recognition to create content and conversation.

The emergence of apps like Sora from OpenAI that can create movie clips without the need for cameras or image licensing, raising intellectual property concerns.

The potential for generative AI to revolutionize marketing and content creation by producing fast, machine-generated material.

The issue of trust in AI-generated content, especially in the context of elections and the importance of maintaining trust in democracy.

The limitations of large language models like Chat GPT in generating specific content, such as left-handed writers, and the legal and ethical implications.

The development of AI that can fake not only images and videos but also sounds, as demonstrated by the company 11laps.

The importance of using AI as a tool rather than a purpose, similar to how we use apps like WhatsApp or Spotify.

The shift from command-line interfaces to natural user interfaces, enabling us to speak to computers and receive answers.

The potential for AI to change various industries, including education, work, jobs, automation, and augmentation.

The convergence of human intelligence and artificial intelligence, leading to a new form of 'alien intelligence'.

The eight types of human intelligence according to Garden, which include social, intellectual, kinesthetic, musical, purposeful, and others.

The distinction between human and digital intelligence, with the latter being powerful but lacking common sense and emotional understanding.

The future of education focusing on EQ and IQ, incorporating emotional and social intelligence, creativity, and design.

The potential dangers of AI if used improperly, emphasizing the need for human judgment and responsibility.

The importance of maintaining human consciousness and not creating machines with consciousness for various practical and ethical reasons.

The changing landscape of knowledge work, where machines handle simple logic and data processing, while humans focus on understanding, wisdom, purpose, and spirituality.

The suggestion to bring back humanities in education to ensure a well-rounded understanding of the world and human experience.

Transcripts

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we're moving to a world where technology

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is just now starting another platform so

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from the smartphone and the web and the

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open source now to generative AI

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generative AI is AI that can make things

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in a nutshell using data information

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language understanding image

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understanding to create content and

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conversation this is the important part

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this AI can converse can talk to me and

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I can talk to it content and

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conversation conversational AI That's of

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course a big deal now we have apps like

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Sora from open AI that make movie clips

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60 seconds it's not on the market yet

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but you can check it out on the website

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open AI Sora to look at their clips and

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now you can basically kind of fake a

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clip without a camera and without

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licensing any images think about the

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issues that brings up in terms of

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intellectual property right but pretty

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cool clips that you can use I'll show

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you later why that's not as you know

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amazing all of it as it looks but it is

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pretty amazing that we can do that with

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a machine now so we can just enter a

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text prom then it will make a alien

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video walking through the city for us

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would be very good you know for

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commercial the mockups or that sort of

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thing probably and then we have uh that

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also with sound so now this company

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called 11 laps they can take the movie

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from Sora and they can put sound on it

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all I have to do is type in the prompt

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and say I want Angel noise or words well

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you know that sort of thing

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[Music]

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well you get the point you know not only

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can I fake people I can also fake sounds

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videos images and I think that's sort of

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a a dual issue here some of it would be

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amazing because it would help me to for

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example to do marketing better and to

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create things much faster but sometimes

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of course we wouldn't know whether we

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are looking at something that's

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manipulated and this being the year of

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Elections around the world that could be

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a big deal you know we don't know if we

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can trust something because trust is at

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the basis of democracy and Trust of

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course is a very big deal when we're

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looking at this so now we have this

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thing also from Sora now here you can

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see why it isn't all uh actually like

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it's made to be for example this monkey

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is now playing you can see here he has

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three kings right uh on the board and he

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has Seven Fields on the chess board

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which obviously yeah that's that's not

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going to be a good chess game so those

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kind of things veracity you know truth

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context causality common sense no

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machines don't have common sense because

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common sense is not something that's

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based on just the data so powerful stuff

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here but let's take it with a grain of

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salt because now we're at the point

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where we use it as a tool not as a

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purpose just like we're using you know

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WhatsApp or Spotify or but probably more

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dramatic in its output like here I gave

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a prompt to Chad GB

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using the app called di d a l l e that's

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part of chat GPT open Ai and I said I

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want show left-handed writers creating

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poetry do you see any left-handed

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writers here I don't see any and I ask

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it 47 times to actually do that it will

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not generate left-handed writers is not

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allowed I guess but eventually it would

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generate writers without any hands it

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would do that right so basically large

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language models like Chad GPT fre ly

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wrong but never end out that can be an

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issue when it's about legal issue or

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healthare or financial advice you know

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we need to make sure that we can trust

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it and I think that will greatly improve

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but it will never be perfect so it's

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like Google search we have to use our

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own judgment we cannot fall asleep with

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the real we cannot just say okay that's

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that's the definitive answer whether

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it's about little things or small things

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whether it's about you know voting or

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whether it's about making decisions top

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level decisions we have to keep our own

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judgment we should always keep the human

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in the loop so Marsh mcloon in the 70s

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said it's the framework that changes

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with each technology not just the

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picture so when we look artificial

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intelligence it's everything around

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education work jobs automation

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augmentation all of that stuff is

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changing not just the picture which is

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to say I'm going to use a better app so

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I can work faster no it's much larger

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than that because now we're moving into

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a world from the CLI the code command

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line the you know basically browsers

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and apps and now we're moving to the new

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the natural user interface now we can

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speak to computers that is next imagine

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you can sit down you have a virtual

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library of pretty much any book ever

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written you can query it you can ask it

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you can you can ask her to make

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slideshows you can ask to make videos

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yeah is that a blessing or occurs I

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think it'll be mostly a blessing but

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we'll have to figure out how to go about

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it and how to protect our humanness you

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know our inefficiency our privacy and we

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have to think about that as we develop

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new things so as we're going from

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graphic interfaces to conversational AI

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we're going to basically speak to

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computers as if there were people here's

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an example from an app called

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um. eain AI pin it's a standalone device

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and software platform built from the

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ground up for AI engagement comes

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through your voice touch gesture the

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laser ink display

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Play the song how music makes you feel

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better we

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the the date how much

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protein these almonds have 15 g of

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protein well you get the point here

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right it's yeah we're supposed to be

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launching in uh in March hasn't launched

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yet I think this is very complicated

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there going to be some time before that

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actually works imagine if you're and a

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noisy like a workshop or a campus you

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know that that will be pretty tough to

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make that work but it's coming we move

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the conversational AI move to a world

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where this will be basically everywhere

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every command line every browser window

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every car everything we do will be

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connected to Smart machines that can

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give answers Amazon rufos as an app

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where you can buy stuff on Amazon and of

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course you can buy more Stu on Amazon

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because of rofus they're quite happy

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about that Google has an app that is an

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artificial intelligent doctor where you

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can ask very specific questions it gives

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good advice so that would be quite

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helpful especially in countries like you

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know in Africa for example continents

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like Africa where we have not enough

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doctors so that could make a dent in the

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cost of healthcare that's why all these

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industries are changing because you know

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I can use these tools to find things and

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of course it has to be authorized and

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has to be done in such a way where we

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can easily expect that to happen so

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powerful stuff I think what we're seeing

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here is really this convergence of hi

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human intelligence and machine

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intelligence AI artif IAL intelligence

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some people have been calling this alien

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intelligence you know intelligence that

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comes from outside which is kind of true

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in a way we've always thought about

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aliens coming and doing that with us not

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to us and now it's us who have built

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these machines so in this feature it's

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about biological intelligence and that

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is eight different things according to

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Garden I'm sure you're aware of these

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things social intellectual kinesthetic

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musical purposeful intelligence all of

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this you know the the whole ballpark of

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human intelligence is not just about

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knowledge it's not just about logic

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digital intelligence is about logic

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that's where it falls short of course

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because the logic is unlimited it has

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everything that's ever been said and

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written in the cloud that's very

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powerful but does it truly understand

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human existence and human existence is a

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little bit more than just digital

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numbers you know emotions intuition

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compassion Consciousness values

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spirituality empathy powerful stuff that

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we need to focus on because the machines

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will do the heavy lifting when it's

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about simple logic you know commodity

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work like I said before so this is of

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course what we should be going to school

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for but can you go to school for mystery

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Consciousness empathy right that's a

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interesting question that's something

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that you learn kind of inadvertently as

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we move into our world the human world

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you know we have a complete 360 degree

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understanding of the world we don't

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think with the with the head and the

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Brain we think think with the body and

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intelligence is the ability to solve

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problems machines can do that so solve

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certain problems as long as it can be

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solved in that calculation kind of way

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logical kind of way but Consciousness

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the ability to feel things that takes

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humans and I I don't want that for

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machines to be something that they

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should be doing and I think we should

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not invent machines that have

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Consciousness that would be a very bad

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idea for many reasons or for economic

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reasons for practical reasons for

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national security reasons for all of

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that right basically Consciousness

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should be kept for humans I feel very

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strongly about that because knowledge

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work means you know we we don't just

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compute things you know we don't just go

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back there pick up information you know

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we think about EQ emotional Cent and IQ

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that is the education of the future EQ

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and IQ not just stem engineering and

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math and science machines can do that I

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mean some rules-based systems now it's

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about emotion intelligence social

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intelligence creativity negotiation

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design because Let's uh keep in mind

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what's happening here at machines don't

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think machines don't have hunches very

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important for human business right

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machines don't understand they

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understand the facts machines don't

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imagine and they certainly don't care

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and they shouldn't as long as we keep

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that in mind I think these are powerful

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tools it's kind of like you know if

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you're Carpenter use a nail gun you can

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you know fix things quicker you can uh

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you can go about the work quicker but a

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nail gun is also quite dangerous you

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have to know how to use it so machines

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don't do all this things but they do

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other things that we can uh apply them

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to so as we're moving into this world

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the the Pyramid of what we're going to

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end up doing changes dramatically so the

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lower part intelligence uh knowledge

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data and information that's kind of

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becoming machine Turf not all knowledge

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of course intelligence we'll keep a lot

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of that as well but simple data and

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information machines will do that and

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that will change our education forever

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we're going to move up into the top part

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of this P the human Turf right tcid

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knowledge quiet knowledge understanding

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wisdom purpose Consciousness

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spirituality human agency and how do we

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learn that at school well that should be

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part of what we're studying and that's

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why we should also bring back the

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humanities because the humanity is not

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something the machines will get

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