In the era of AI, the focus is shifting from generative AI to conversational AI. Mustafa Suleyman, co-founder of DeepMind, expressed his desire to develop chatbots with advanced capabilities beyond simple conversational abilities. He believes that conversational AI is the next step after generative AI. Conversational AI refers to the form where AI requests tasks from other software or humans in order to complete the tasks specified by the user.

In the era of AI, the focus is shifting from generative AI to conversational AI. Mustafa Suleyman, co-founder of DeepMind, expressed his desire to develop chatbots with advanced capabilities beyond simple conversational abilities. He believes that conversational AI is the next step after generative AI. Conversational AI refers to the form where AI requests tasks from other software or humans in order to complete the tasks specified by the user.

Suleyman also emphasized the need for strong regulations and expressed optimism that legislation for this purpose would not be difficult. The first wave of AI was focused on classification. Deep learning demonstrated the ability to train computers to classify various types of input data such as images, videos, audio, and language. Now, we are in the generation phase where we can generate new data based on the input data. The third wave will be the conversational phase. Therefore, I have long been confident that conversation will be the interface of the future. Users will converse with AI instead of pressing buttons or inputting text. Moreover, this AI will be able to take appropriate actions in response to the conversation. When users present complex and diverse goals, AI will use all available tools to achieve those goals. Conversational AI will be able to interact with other people or AI. This is what artificial general intelligence (AGI) is meant to do. It represents a tremendous change in the capabilities and scope of technology.

Many people underestimate the significance of this change, but I believe it is a very pivotal moment in the history of science and technology. Today's technology is static. It simply performs as instructed by the user. However, now technology will come to life and be able to take actions on its own. Creating tools with this kind of agency represents a truly groundbreaking change in human history. Many people are concerned about such stories. They want to give machines autonomy, a kind of agency, to have an impact on the world, but at the same time, they want to control the machines. There seems to be tension between these two desires.

Indeed, this is a valid concern. That is the point. It is important that humans always have the upper hand. We need to set boundaries and limitations that AI cannot surpass. Clearly defining these boundaries in every aspect, from the actual code being used to how AI interacts with other AI or humans, and even the motivations and incentives of the companies developing the technology, ensures provable safety. Additionally, there should be independent institutions or governments that have direct access to prevent AI from crossing these boundaries.

In the field of education, AI technology can be incorporated into various systems to assist teachers in their educational roles. By utilizing AI technology, educators can engage in more proactive teaching activities. The significance of AI-powered education lies in the fact that teachers can utilize AI-assisted teaching systems to perform individualized education tailored to each student. With the help of AI-assisted teaching systems, teachers can manage personalized lessons during the process of lesson design, teaching, learning, evaluation, recording, and feedback.

In conclusion, the transition from generative AI to conversational AI reflects the evolving capabilities and potential of AI technology. It is crucial to establish clear boundaries and limitations for AI, ensuring that humans retain control and autonomy. Additionally, incorporating AI technology in education can enhance the role of teachers and facilitate personalized learning experiences for students. As we move forward, it is essential to embrace the potential of AI while also prioritizing human oversight and ensuring the ethical and responsible development and use of AI.

Actionable Advice:

1. Stay informed about the latest developments in AI technology and its impact on various industries. This will help you understand the potential benefits and risks associated with AI.
2. Advocate for robust regulations and policies that promote transparency, accountability, and ethical use of AI. Engage with policymakers and industry leaders to shape the future of AI in a responsible manner.
3. Embrace AI as a tool to enhance human capabilities rather than replace them. Explore ways to integrate AI into your professional and personal life to improve productivity and efficiency while maintaining human control and decision-making.