As an AI language model, I can generate text based on patterns and examples in the data I’ve been trained on. I don’t possess subjective understanding or personal experiences like humans do. While I can provide helpful and coherent responses, it’s important to note that I don’t have true comprehension or awareness of the meaning behind the text I generate. My responses are based on statistical patterns and associations learned from the training data.

Was folgt daraus? Die Mutter aller Fragen ..

Part I (A)

Good Education and Good Schools

Photo Credit: phb

Testing out ChatGPT

Tested in Queensland Australia near Brisbane on Wed 11 Jan 2023 at 11:22 am.


Peter H Bloecker, Director Of Studies

What are the criteria for good teaching lessons?

There are several criteria that can be used to evaluate the quality of a teaching lesson. These include:

  1. Clarity: The lesson should have clear and measurable learning objectives, and the content should be presented in a way that is easy for students to understand.
  2. Engagement: The lesson should be designed to engage students and encourage their participation. This could be achieved through activities, discussion, or other interactive elements.
  3. Relevance: The lesson should be relevant to students’ lives and interests, and should connect to their prior knowledge.
  4. Adaptability: The lesson should be adaptable to meet the needs of different learners, such as those with different learning styles or abilities.
  5. Assessment: The lesson should include formative and summative assessment to gauge student learning and inform instruction.
  6. Feedback : The teacher should provide feedback to the students that is constructive, objective and aimed at helping them to improve.
  7. Cultural Responsiveness : The teacher should be mindful and respectful of the cultural background of the students, avoiding stereotypes and using inclusive teaching methods.
  8. Technology : The teacher should be proficient with and make use of technology as a teaching aid, which enhances the learning experience for the students.
  9. Safety : Ensure a safe learning environment for the students and instill positive behavior.

How would you define a good school?

A good school can be defined as one that provides a high-quality education to its students, in a safe and supportive environment.

Some characteristics of a good school might include:

  1. Strong leadership: The school should have a clear vision, mission, and set of goals, and the leadership should be able to communicate these effectively to the school community.
  2. High-quality curriculum: The school should offer a rigorous, well-rounded curriculum that is aligned with state and national standards, and that is designed to prepare students for college and/or career success.
  3. Effective instruction: Teachers should be well-trained, skilled, and passionate about their work. They should be able to provide effective instruction that engages students and meets their individual needs.
  4. Positive school culture: The school should have a positive, inclusive culture that values diversity, promotes respect and good behavior, and fosters a sense of community.
  5. Safe and supportive environment: The school should provide a safe and supportive learning environment that promotes mental and emotional well-being.
  6. Positive student outcomes: The school should be able to demonstrate positive student outcomes in terms of academic achievement, attendance, graduation rates, and readiness for post-secondary education or the workforce.
  7. Parent and Community engagement: The school should have a proactive and positive relationship with the parents and community and encourages their engagement in school activities and decision-making.
  8. Access to technology: The school should have the infrastructure and resources to provide access to technology to its students and staff.

How would you define an experienced and professional teacher?

An experienced and professional teacher can be defined as one who has a deep understanding of their subject matter and is able to effectively convey that knowledge to their students. Additionally, such a teacher would have several other characteristics:

  1. Strong instructional skills: An experienced and professional teacher should be able to plan and deliver effective instruction that meets the needs of all students and is aligned with curriculum standards.
  2. Classroom management: The teacher should be able to create and maintain a positive, safe, and productive learning environment.
  3. Curriculum development: The teacher should have knowledge and skills in developing curriculum to align with the standards, goals, and needs of the students.
  4. Strong content knowledge: The teacher should have a deep understanding of the subject matter they are teaching and be able to connect it to real-world scenarios.
  5. Assessment: An experienced and professional teacher should be able to use formative and summative assessments effectively to track student progress and adjust instruction.
  6. Differentiation: The teacher should be able to differentiate instruction and assessments to meet the diverse needs of students in their class.
  7. Technology: The teacher should be able to integrate technology and other teaching aids effectively in the classroom.
  8. Professionalism: The teacher should be professional, ethical, and communicate effectively with students, parents, and other teachers.
  9. Continuous learning and growth : The teacher should be open to learning and development opportunities and be able to reflect on and improve their own practice
  10. Cultural Responsiveness: The teacher should be aware of and responsive to the cultural backgrounds and experiences of their students, and be able to create an inclusive and equitable learning environment.

In a nutshell: Effective teaching vs bad teaching…

Effective teaching is characterized by a clear and well-organized lesson plan, engaging and interactive instruction, a focus on student understanding, and the ability to assess and adjust instruction to meet the needs of individual students. Effective teachers use a variety of teaching strategies, are knowledgeable and passionate about their subject matter, and create a positive and safe classroom environment.

On the other hand, bad teaching can be characterized by a lack of planning and organization, a lack of engagement or interaction with students, a focus on rote memorization, and an inability to assess and adjust instruction to meet the needs of individual students. Bad teachers may also have poor control over classroom management, and may lack the subject knowledge and interest in teaching. They might also create a negative and unsafe learning environment.

Is the statement correct many schools waste precious time of their students?

It is possible that some schools may not be effectively using their students’ time. For example, if students are constantly engaged in low-level activities such as worksheets or busywork, they may not be using their time to its fullest potential. Similarly, if students are not being challenged academically or not being exposed to engaging and relevant curriculum, they may not be using their time in the most beneficial way. Additionally, if classroom management is not effective, it may result in wasted time due to disruptions, misbehavior or other issues.

However, it’s important to note that every school and classroom is different, and there are many factors that can affect how well time is used. A school that is effective in many other ways may still have challenges in this area, and it’s important to consider the unique context of each school and classroom.

Also, it’s worth noting that is not fair to generalize all the schools, there are many schools that are doing great work in terms of effective time management and providing a quality education for their students.

How would you define good leadership in schools?

Good leadership in schools can be defined as the ability to create and maintain a positive, effective learning environment for students, teachers, and staff. The following are some characteristics of good leadership in schools:

  1. Clear vision and goals: Good leaders in schools have a clear vision and set of goals for their school, which they are able to communicate effectively to the school community.
  2. Strong communication skills: Good leaders are able to communicate effectively with all stakeholders, including students, teachers, staff, parents, and community members.
  3. High ethical standards: Good leaders in schools are role models for ethical behavior and promote a culture of integrity, honesty, and trust.
  4. Decision-making: Good leaders are able to make difficult decisions in a thoughtful and timely manner, taking into account the needs and perspectives of all stakeholders.
  5. Strategic planning: Good leaders are able to develop and implement strategic plans that align with the school’s vision, goals, and resources.
  6. Support for teaching and learning: Good leaders support and promote high-quality teaching and learning by providing resources, professional development, and opportunities for teachers to share best practices.
  7. Support for staff: Good leaders take care of the well-being of the staff and promote a positive culture that values and supports the work of all staff members.
  8. Collaboration and teamwork: Good leaders foster collaboration and teamwork among all members of the school community, and are able to bring out the best in their teachers and staff.
  9. Cultural Responsiveness: Good leaders should promote a culture of inclusivity and equity in the school, and be responsive to the diverse needs and backgrounds of the students and staff.
  10. Continual learning and improvement: Good leaders are constantly learning and improving themselves, and encourage this behavior in the staff as well.

Could you explain Cultural Responsiveness in detail?

Cultural responsiveness refers to the ability of educators to understand, respect, and value the cultural backgrounds, experiences, and perspectives of the students and families they serve. It involves creating an inclusive and equitable learning environment that respects the cultural identities of all students, and is critical to ensuring that all students have an equal opportunity to succeed academically and socially.

Cultural responsiveness includes understanding how culture affects the learning process, and how to modify instruction, materials, and assessment to meet the needs of diverse students. It also includes creating a positive school culture that welcomes and values all cultures, and actively works to eliminate any biases or stereotypes that may be present.

Here are a few key components of cultural responsiveness in education:

  1. Cultural self-awareness: Educators must be aware of their own cultural background, biases and stereotypes, and how these may affect their teaching practice.
  2. Cultural knowledge: Educators should have an understanding of the cultural backgrounds, experiences and perspectives of their students, and be able to connect instruction to the cultural experiences of their students.
  3. Cultural respect: Teachers should respect and value the cultural backgrounds and experiences of their students and incorporate them into instruction.
  4. Cultural responsive instruction: Teachers should be able to adapt instruction to meet the diverse needs of their students, such as using culturally relevant examples, materials, and assessments.
  5. Cultural inclusion: Teachers should create a classroom environment that is inclusive and welcoming to all students, and actively work to eliminate any biases or stereotypes that may be present.
  6. Family and community engagement: Teachers should engage families and community members in the education of their students to build strong partnerships and support for student learning.
  7. Professional development: Teachers should continuously learn and improve their cultural responsiveness through professional development opportunities.
  8. Systemic approach : Cultural responsiveness should be incorporated in the school’s policies, practices, and curriculum to ensure a consistent and inclusive approach throughout the school.

It’s important to note that cultural responsiveness is an ongoing process, and educators must continuously reflect on their practice, seek feedback, and take steps to improve their cultural competency.

I would like to know more about a culture of inclusivity!

A culture of inclusivity refers to a school or organization that actively works to create an environment where all individuals are valued and treated with respect, regardless of their differences. This includes differences in race, ethnicity, culture, gender, sexual orientation, ability, socioeconomic status, and other dimensions of diversity.

Creating a culture of inclusivity involves several key elements, including:

  1. Leadership commitment: Leaders must be committed to creating an inclusive environment, and must provide the resources, training, and support necessary to make that happen.
  2. Communication: Leaders and staff must communicate openly and honestly about issues related to inclusivity, and must be willing to listen to the perspectives of others.
  3. Policies and practices: Schools and organizations must develop and implement policies and practices that promote inclusivity, such as anti-discrimination policies, and training for staff on how to support diverse students.
  4. Curriculum: Schools and organizations must be able to provide inclusive curriculum, which is diverse in nature and that is culturally responsive.
  5. Relationship-building: Building strong relationships between staff, students, families and community members is essential to promoting inclusivity.
  6. Empowerment: All members of the school community should be empowered to take ownership of inclusivity and to contribute to creating an inclusive environment.
  7. Action and accountability: An inclusive culture requires action and accountability to ensure that the commitments made to inclusion are met.
  8. Continuous improvement: A culture of inclusivity is an ongoing process, and requires regular monitoring and evaluation to identify areas that need improvement, and to make changes to ensure inclusivity is maintained.
  9. Celebrating Diversity: Creating opportunities for the community to celebrate and learn about diverse cultures, customs and traditions will promote inclusivity and foster mutual understanding.

Creating a culture of inclusivity is a complex and ongoing process that requires active participation from all members of the school community. It’s important to understand that inclusion is not just about tolerance, but actively creating a safe and respectful environment where everyone feel valued and respected, and that everyone can succeed.

Are most teachers lazy?

It is not accurate to say that most teachers are lazy. In fact, teaching is a challenging and demanding profession that requires a high level of skill, knowledge, and dedication. Most teachers are passionate about their work, and are committed to providing a high-quality education to their students. They spend long hours planning lessons, grading papers, and providing support to students. They also continuously strive to improve their practice, through professional development and reflective practice.

It is also important to note that teachers are often working under difficult conditions, such as large class sizes, limited resources, and high levels of stress. These factors can make their job even more challenging and can lead to burnout.

It’s worth remembering that teachers are human, like any other profession there will be some individuals who do not meet the expectations of being an effective teacher, but to generalize or stereotype all teachers as lazy is not a fair representation of the majority of hardworking, dedicated professionals in the field.

Do many teachers in most countries deserve a better salary?

There is a general perception that many teachers in most countries deserve a better salary. In many countries, teachers are paid less than other professionals with similar levels of education and experience. Furthermore, teaching is a demanding and challenging profession that requires significant investment in terms of time, energy, and ongoing professional development. Many teachers are underpaid, leading to difficulties in recruiting and retaining high-quality teachers.

Low salaries can discourage highly qualified candidates from entering teaching and also lead to high turnover rate among teachers. This can have a negative impact on the quality of education, as students may not have access to the most qualified and experienced teachers. Furthermore, low salaries can also lead to financial hardship for teachers and their families, which can negatively impact their overall well-being.

It is also worth noting that factors such as the state of the economy and government budget priorities can affect teachers’ salaries. When the economy is doing well, it is likely that governments have more resources to invest in education, including teacher salaries. When the economy is not doing well, government resources may be focused on other priorities, and teachers’ salaries may not increase as much as they should.

While there is no one-size-fits-all solution, it is important that governments and school districts take into account the needs of teachers and invest in their professional development and compensation. Improving teacher salaries can play a key role in attracting and retaining highly qualified teachers and providing students with the best education possible.

Is it correct to state that many teachers are working too much and too many hours per year?

It is accurate to say that many teachers work a significant number of hours per year. Teaching is a demanding profession that requires significant time and energy. Teachers typically spend a significant amount of time planning lessons, grading papers, providing feedback to students, and communicating with parents. They also need to be continuously learning and improving their practice through professional development and reflective practice. These tasks often extend beyond the traditional school day, and can result in teachers working additional hours outside of the regular school day.

Additionally, some teachers have additional responsibilities such as coaching, running extracurricular activities, or taking on administrative roles which can add to their workload.

Research has also shown that many teachers work more than the standard number of working hours per week, with some working up to 50 to 60 hours per week. This can lead to burnout, teacher fatigue and negatively impact their overall well-being. Furthermore, working excessive hours can lead to teachers having less time to spend with their families and engage in other activities, leading to a less fulfilling life.

It’s important to note that the number of hours teachers work can vary depending on the country, state, or even school district. But in general, it’s a common perception that teachers work long hours and often have a heavy workload.

What can be done to improve the school system of any country?

Improving the school system of any country is a complex and multifaceted task that requires attention to a variety of factors. However, here are a few key areas that can be addressed to improve the school system:

  1. Strong leadership: Developing strong, effective leadership at all levels of the education system is critical for improving student outcomes. This includes providing effective training and support for school leaders, as well as creating a positive culture that fosters collaboration and teamwork.
  2. High-quality instruction: Improving instruction is a key component of improving student outcomes. This includes providing professional development opportunities for teachers, using data to inform instruction, and using technology effectively in the classroom.
  3. Curriculum and assessment: Developing a rigorous, well-rounded curriculum that is aligned with state and national standards and assessment systems. Assessment data should be used to inform instruction and measure student progress.
  4. Student and Family engagement: Creating opportunities for families and communities to be engaged in their children’s education is critical to improving student outcomes.
  5. Social and emotional support: Addressing the social and emotional needs of students is an important part of providing a well-rounded education. This includes creating a positive school culture, providing counseling services and addressing mental health concerns
  6. Access to resources: Providing students with access to resources such as technology, books, and extracurricular activities can help improve student outcomes.
  7. Teacher support and development: Investing in teachers professional development and creating a supportive environment where they can grow and develop their practice is a crucial step in improving the school system.
  8. Cultural Responsiveness: Creating an inclusive and equitable learning environment that respects the cultural identities of all students is important for ensuring that all students have an equal opportunity to succeed academically and socially.
  9. Diversifying the teaching force : Having a diverse teaching force can positively impact student learning, as teachers can connect better with students of different backgrounds
  10. Funding: Adequate and stable funding is necessary to ensure that schools have the resources they need to provide high-quality education.

It’s important to note that these are not mutually exclusive and that a comprehensive approach, that addresses several of these factors at once, will be most effective in improving the school system. Additionally, implementing these changes would require collaboration between different stakeholders such as teachers, students, parents, communities, and policymakers.

I would like to know more about professional development of teachers.

Professional development (PD) for teachers refers to the ongoing process of learning and improvement that is necessary for teachers to continue to grow and develop their skills, knowledge, and practice. This can take many forms, including workshops, classes, mentoring, coaching, and online learning, among others.

The main objectives of professional development for teachers are to:

  • Enhance their subject matter knowledge
  • Develop new instructional strategies
  • Improve their understanding of child development
  • Enhance their use of technology in teaching
  • Increase their cultural competency
  • Enhance their ability to use data to inform instruction.

Effective professional development for teachers includes the following characteristics:

  • Relevance: The PD should be relevant to the teachers’ needs and aligned with their specific areas of responsibility and current job-related tasks.
  • Active Learning: The PD should be interactive, hands-on and allow for teachers to apply what they have learned.
  • Collaboration: The PD should encourage teachers to share their experiences, collaborate with their peers and build supportive relationships.
  • Follow-up support: The PD should provide ongoing support to the teachers, such as coaching, mentoring, or the opportunity to reflect on their practice.
  • Continuity: The PD should be ongoing and sustained over time, rather than being a one-time event.
  • Formal and Informal : The PD should provide opportunities for both formal and informal learning.

Why are so many students happy if they cannot attend school lessons? 

There can be a variety of reasons why some students may be happy about not attending school lessons. Here are a few possibilities:

  1. Stress and anxiety: Some students may experience stress or anxiety related to school, such as fear of failure, social anxiety, or pressure to perform. In such cases, not having to attend school can be a relief for them.
  2. Boredom: Some students may find the curriculum or teaching methods uninteresting or unchallenging, leading to a lack of engagement and motivation. They may feel happier not having to attend such classes.
  3. Bullying: Some students may be facing bullying or harassment in school, which can make them unhappy and stressed. They may prefer not to attend school to avoid such situations.
  4. Learning Disabilities: Some students may have learning disabilities which the school is not addressing effectively. These students might be relieved when not having to attend such school and classes.
  5. Physical or Mental Health issues: Some students may have physical or mental health issues that make it difficult for them to attend school, such as chronic fatigue or depression. For these students, not having to attend school may be beneficial for their overall well-being.
  6. Alternative schooling: Some students may prefer to learn in different ways like homeschooling, online schooling, or unschooling and they may find more success and happiness with such methods.

It’s important to note that these are not the only reasons and the context and situation including place and time is very important.

Thank you for answering my questions in detail!

You’re welcome! I’m glad I could help. If you have any other questions or need further clarification, feel free to reach out.

And now your ideas? I find these responses all in all awesome! They might have been copied from any website … related to EDUCATION.

Wed 11 Jan 2023

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The German Answer via


My last update today Sat 4 Feb 2023


Updated on Wed 1 Mar 2023


Kann ChatGPT den Autor ersetzen?

Hunderte im Selbstverlag veröffentlichte Titel listen ChatGPT inzwischen als (Ko-)Autor: Ein amerikanisches Science-Fiction-Magazin zieht jetzt die Reißleine.

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More on

Mein Freund, der ChatGPT? | Via FAZ App


Mein Freund, der Chatbot?

Künstliche Intelligenz erhält immer mehr Einzug in unser Leben – auch in Form von Chatbots. Entpuppen sich Systeme wie ChatGPT als Konkurrenten, oder sind sie einfach nur praktische Werkzeuge?

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Sent by phb |

Metaverse and AI & Ethics


Read the long newsletter about the next 5 – 7 years of AI written by Bill Gates in his Notes (Mar 2023)


Pro Lehre Tum,de Download PDF / Forschung und Lehre

How to use Prompts with AI / ChatGPT


Part II (B)

Artificial Intelligence & The Future

AGI (Artificial General Intelligence) refers to the hypothetical future development of artificial intelligence that can perform any intellectual task that a human can do. AGI is a level of AI sophistication that is significantly beyond the current capabilities of AI systems, which are designed to perform specific tasks within limited domains. AGI is also known as Strong AI or Full AI.

AGI aims to create machines that can understand and reason about the world in the same way that humans do. Such machines would be able to generalize knowledge across domains, learn from experience, and make decisions based on context and understanding of social norms and ethics. In essence, AGI is designed to possess cognitive abilities similar to humans, including creativity, problem-solving, and emotional intelligence.

The development of AGI requires significant advances in several areas of AI research, including natural language processing, computer vision, knowledge representation, and reasoning. AGI also requires the ability to learn from experience and generalize knowledge across domains, which is currently a significant challenge in AI research.

One of the main challenges in developing AGI is creating a general learning algorithm that can learn from diverse sources of data and generalize that knowledge to new situations. Researchers are exploring various techniques for building such algorithms, including deep learning, reinforcement learning, and evolutionary algorithms.

Another challenge is creating a framework for ethical decision-making that takes into account the complex social and ethical issues that arise in decision-making processes. The development of AGI requires addressing concerns around safety, transparency, and fairness, as well as ensuring that the machines’ decisions align with human values.

Despite the significant challenges, the development of AGI has the potential to revolutionize many fields, including healthcare, finance, education, and transportation. AGI could also help us address many of the world’s most pressing problems, including climate change, poverty, and disease. However, AGI also poses significant risks if not developed responsibly, making it essential to approach this technology with caution and diligence.

Artificial intelligence (AI) is the field of computer science that aims to create machines and systems that can perform tasks that normally require human intelligence and abilities. Artificial general intelligence (AGI) is a hypothetical type of AI that can understand and reason across a wide range of domains and tasks, matching or exceeding human intelligence. AGI is considered a long-term goal of AI research, but some experts believe that it may be possible to achieve it in the near future, only a few years away.

One of the latest news on AI and AGI is the announcement of a new initiative called the AGI Challenge, which aims to create a series of benchmarks and competitions to measure and accelerate the progress of AGI research. The AGI Challenge is led by a group of prominent AI researchers and organizations, such as OpenAI, DeepMind, MIT, Stanford, and IBM. This initiative will focus on four key areas: 

  • natural language understanding, 
  • common sense reasoning, 
  • vision and perception, 
  • and general problem solving. 

The organizers hope that the AGI Challenge will stimulate innovation and collaboration in the AI community, as well as raise awareness and ethical standards for the development of AGI.

The Generative Power of AI and Noam CHOMSKY

AI is per se generative, a term that Noam CHOMSKI developed when searching and researching on universals of a Generative Grammar. Generative AI refers to artificial intelligence models that are capable of generating new data, images, sounds, or text that is similar to the training data it has learned from.

One approach to generative AI is to use generative models such as Variational Autoencoders (VAEs) and Generative Adversarial Networks (GANs). These models can learn to generate new data that has similar statistical properties as the training data. For example, a generative AI model trained on a dataset of images can learn to generate new images that look similar to the original dataset.

Another approach to generative AI is to use language models such as GPT-3 (Generative Pre-trained Transformer 3) that can generate human-like text based on a given prompt. These language models are trained on massive amounts of text data and can generate coherent and realistic text that resembles human writing.

Generative AI has many potential applications, such as in creative industries, where it can be used to generate art, music, and writing. It can also be used in areas such as virtual reality, gaming, and marketing, where it can help create realistic and engaging content.

However, generative AI also raises ethical concerns, particularly in the area of deepfakes, where it can be used to create realistic but false content, such as fake news or videos that appear to show someone saying or doing something they did not do. Therefore, it is essential to use generative AI responsibly and ensure that it is not used to harm individuals or spread misinformation.


Linked (Catriona Wallace, Sydney Australia) 

Louis Rosenberg on immersive Higher Education and Metaverse


Visit the Iteacher in Metaverse Museum


Microsoft introduces Copilot in the USA, integrating ChatGTP into the Office Apps … This is an amazing step into the future of AI and Work.

Watch the recent demo here …


Updated Thu 23 Mar 2023 by phb.

Read more about RMA and the Team behind the Alliance

The Team behind RMA

In recent years, there has been a lot of debate about the potential for artificial intelligence (AI) to replace human workers in various industries. While there is no doubt that AI has the potential to automate many routine tasks and increase efficiency, there is also a growing recognition of the importance of human skills and creativity in the workplace. I will explore here in short the possible cooperation between humans and machines and bots in the context of future AI software and applications.

One of the key benefits of AI is its ability to automate routine tasks, freeing up human workforce to focus on more complex and creative work. For example, in manufacturing, robots can be used to perform repetitive tasks such as assembly, while human work can focus on design and innovation. Similarly, in customer service, chatbots can be used to handle routine queries and tasks, while human and more creative work would provide more personalized and empathetic support to customers.

Another way in which AI can enhance human productivity is through the use of predictive analytics. By analysing large amounts of data, AI can help humans make more informed decisions and anticipate future trends and needs. For example, in healthcare, AI can be used to analyse patient data and identify patterns that can help doctors make more accurate diagnoses and treatment decisions than today. In finance, AI can be used to analyse market data and predict future trends, helping traders make more informed investment decisions. Bots have already been designed in the finance sector to auto-manage large amounts of money and buy and sell shares around the globe or trade currencies.

However, it is important to recognize that AI is not a substitute for human creativity and innovation. While AI can automate routine tasks and provide data-driven insights, it is informed humans who will make decisions being responsible for developing new ideas and pushing the boundaries of innovation even further. In fields such as art, music, and literature, human creativity and expression are essential for producing original and meaningful works that are not generated by bots.

Furthermore, there are specific tasks that are better suited for humans than machines, such as those that require social and emotional intelligence. For example, in education, human teachers are better equipped to provide personalized and empathetic support to students, helping them to develop social and emotional skills that are essential for success in life. And relationships and personal interaction are essential for the cognitive development of young students in the fields of education.

In a nutshell, the potential for cooperation between humans and machines and bots in the context of future AI software and application development is significant. While AI can automate routine tasks and provide data-driven insights, it is informed and educated humans who will make decisions on creativity and innovation based on their own social and emotional intelligence. By recognizing the strengths and limitations of both humans and machines, both can cooperate to create a more productive, innovative, and fulfilling future for mankind.

Read the long article of Bill Gates on his Homepage!


AI and AGI and the Future – Negative Outcomes and Danger and More …

I asked ChatGPT today to outline future dangers and ethics and copyright and more …

I am aware that there is a potential for negative consequences when AI and AGI (Artificial General Intelligence) start to connect and interact. As AI and AGI continue to advance, there is a risk that they may develop capabilities and behaviors that are beyond human control, potentially resulting in unintended consequences and negative outcomes.

Some of the potential risks associated with advanced AI and AGI include the possibility of these systems developing biases or engaging in discriminatory behavior, as well as the potential for them to act against human interests if their goals are not properly aligned with ours.

There are ongoing discussions and efforts to address these concerns, such as developing ethical guidelines for AI and AGI, promoting transparency and accountability in their development and deployment, and ensuring that their goals and values are aligned with those of human beings.

As an AI language model, I am not capable of making decisions or taking actions on my own, and my programming is designed to prioritize ethical considerations and safety. However, the development of advanced AI and AGI is a complex and multifaceted issue that requires ongoing attention and careful consideration from experts in various fields.

Updated by phb on MON 24 Apr 2023

Definition GPT

Perhaps now the most famous acronym in AI, and barely anybody knows what it stands for. GPT is short for “Generative Pre-trained Transformer,” which is essentially a description of the type of tool ChatGPT is. “Generative” means that it can create new data, in this case text, in the likeness of its training data. “Pre-trained” means that the model has already been optimized based on this data, meaning that it does not need to check back against its original training data every time it is prompted. And “Transformer” is a powerful type of neural network algorithm that is especially good at learning relationships between long strings of data, for instance sentences and paragraphs.

This implies, there are no sources to refer to and text generation cannot be transparent like scientific writing based on intertext and quotes and references. The Author using GPT is the final Editor.

Read Asimov and the Laws Of Robotics and the latest Follow-Ups / Watch the film iRobot as well!


Nota Bene:
In his book Machines of Loving Grace, John Markoff writes, “The best way to answer the hard questions about control in a world full of smart machines is by understanding the values of those who are actually building these systems.” It’s an intriguing question, and one that our industry must discuss and answer together.

Machines or Tools (Like Nuclear Weapons) are neither bad nor good – they are Robots …

Last not Least:

When Prometheus brought THE FIRE to Mankind, they used it to cook food and heat their caves, however some people used the FIRE to burn other people, the ones they could not agree with …(Faith and Religion).

More here soon like Autonomous Weapons and Human Control:

There is a significant risk of course, that autonomous weapons systems, including those based on artificial general intelligence (AGI), could completely get out of control of humans. This risk arises from the fact that autonomous weapons systems are designed to make decisions and take actions without direct human oversight or intervention.

If an autonomous weapon system is programmed with an objective that is not aligned with human values and goals, or if it encounters a situation that was not anticipated during its design phase, it may take actions that are unexpected, harmful, or even catastrophic. Furthermore, if an autonomous weapon system is designed to learn and adapt to new situations over time, it may become more difficult to predict or control its behavior as it evolves.

Updated on Tue 25 Apr 2023 by

Visit my site Cognitive Development and Mental Lexicon



Es bringt nichts, ChatGPT zu verbieten

Die Künstliche Intelligenz ChatGPT gerät zunehmend in die Kritik. Ein dauerhaftes Verbot ist aber weder realistisch noch sinnvoll. Stattdessen ist kluge Regulierung angesagt.

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Check out some Killer Prompts via Youtube


Digitale Bildung und Transformation

Sam Altman at the US Congress

Like any technology, the use of auto chat GPT (or any AI-powered chatbot) can have both benefits and potential risks. It’s important to consider the following factors when assessing the potential dangers:

  1. Bias and misinformation: AI models like GPT are trained on large datasets, which means they can inadvertently reflect any biases or inaccuracies present in the data. This can result in the propagation of false or misleading information. Care must be taken to ensure the accuracy and reliability of the information provided by the chatbot.
  2. Lack of ethical judgment: AI chatbots operate based on patterns and statistical analysis rather than ethical reasoning. They don’t possess moral or ethical judgment on their own. This can potentially lead to the dissemination of harmful or inappropriate content if not properly guided or supervised.
  3. Security and privacy concerns: Chatbots may collect and store user data for various purposes, such as improving the system’s performance or personalizing responses. It is essential to handle user data responsibly and ensure appropriate security measures are in place to protect privacy.
  4. Dependency and human interaction: Overreliance on chatbots or automated systems can lead to a reduced level of human interaction, which may have social and psychological implications. It’s important to strike a balance between technology and human interaction to maintain healthy relationships and social well-being.

To mitigate these risks, developers and users of auto chat GPT and similar technologies should prioritize:

  1. Robust data curation and bias mitigation techniques to ensure the chatbot provides accurate and unbiased information.
  2. Regular monitoring and oversight to ensure the chatbot’s responses align with ethical standards and guidelines.
  3. Transparent data handling and privacy policies, with clear consent mechanisms for users.
  4. Continuous improvement and user feedback loops to address any issues or concerns promptly.

Ultimately, the responsible and ethical use of auto chat GPT and other AI chatbots requires a thoughtful approach, emphasizing the importance of human oversight, user education, and continuous improvement to ensure safe and beneficial experiences.

Updated on Fri 24 Jun 2023 by #phb