Interviewing GPTs on Digital Twins and Their Future

In October 2019, as a favor to an executive ( Joe Schechter ), I sat on a panel to discuss AI at Tulane University which was attended by students, parents, and media. On the panel were a data scientist building virtual reality training for safety during disasters ( Soundar Anbalagan ), the new head of education innovation at Dell, and myself. Weeks before the panel, Microsoft had just run into issues of bias in its conversational AIs. We were asked the question, “Can we remove bias from an AI and if not, then what?

Having thought about this and recently toyed with conversational AIs and other learning AI models ( Sam Gross ), I answered “no” and proposed something different. Rather than try to build the perfect AI, why don’t we consider every form of bias a unique perspective or a different frame of context that provides a focused expert point of view which can be expressed or detect things like it (the old adage "it takes one to know one comes to mind").

Imagine you are the President of a country and multiple issues are taking place simultaneously. Supplementing the heads of agencies are AI’s that look at these multiple perspectives. In the heat of a crisis, each AI provides its take on environmental, economic, sociological, food supply, infrastructure, et cetera… AIs can be great intelligent sensors of patterns. Having heard the answers, the President then directs the AIs to find the best course of action that meets various perspectives, goals and ethical concerns. You could literally hear “the gears turning” in the audience as they envisioned a board room, mixed with leaders and AIs.

Now four years later, large language models (LLM) and GPT demonstrate huge advances and flexibility in synthesizing responses, albeit they still need error checking. Let’s remember that we’ve already lived through multiple years of SIRI or Alexa, or Wikis giving us not so favorable nor truthful answers. ?So I decided to assemble my own panel using ChatGPT 3.5 and 4.0. I also encountered an interesting project at You.com that is trying to preserve sourcing. Here are the different perspectives observed following a line of inquiry about Digital Twins.?

Let the Panel Begin

How would you describe a "Digital Twin" to a non-technical person?

3.5 A digital twin is a virtual replica of a physical object or system. It's like having a digital copy of something in the real world that you can use to simulate different scenarios and make predictions about how it might behave in different conditions. For example, if you had a digital twin of a car, you could use it to test different designs, simulate different driving conditions, and predict how the car would perform in different scenarios. In essence, a digital twin is a powerful tool that allows you to explore and experiment with real-world objects or systems in a safe and controlled way, without having to actually interact with the physical object or system itself.

4.0 A "Digital Twin" is like a virtual copy or a digital model of a real-life object, process, or system. Imagine having a digital version of your car on your computer or phone. This digital version would have all the details and characteristics of your actual car, and it can be used to simulate various situations, test different scenarios, and predict outcomes. In this way, you can better understand how your car might behave in real life, and you can make improvements or fix problems without having to physically touch the car. Digital Twins can be used for many things, like machines, buildings, or even entire cities, to help us analyze, optimize, and make better decisions.

You A digital twin is like a virtual copy of something in the real world, such as a product or process. It's created using advanced technology and serves as a digital counterpart to the physical entity. The digital twin is used to simulate, test, monitor, and maintain the physical entity over its entire lifecycle from creation to disposal. This technology helps to improve efficiency and optimize performance by providing real-time data from sensors integrated with the physical counterpart. Essentially, a digital twin is an innovative way to bring the physical and digital worlds together to enhance productivity and develop better products. (Source: Wikipedia)

How would you describe a digital twin to a third grader?

3.5 A digital twin is like having a special toy that looks and acts like a real thing you have in your home or school. It's like having a copy of your favorite toy, but you can use it on a computer to make it do different things and see what happens. For example, if you have a digital twin of a toy car, you can make it drive on a computer screen and see how it would move in different situations. A digital twin is a way to play with something on a computer and learn how it works without having to touch the real thing. It's like having a superpower to control and explore things in a virtual world!

4.0 A "Digital Twin" is like having a pretend or make-believe version of something on a computer, kind of like a video game character that looks and acts like the real thing. It can be a toy, a car, a building, or even a whole city. We can use this pretend version to play and learn, testing out different ideas and finding ways to make the real thing better or fix problems without actually touching it. It's a fun and helpful way to learn about how things work and make them even better.

You To put it simply, a digital twin is like a computer game that copies something in real life. You can use it to see how things work and test out different ideas without actually touching the real thing. It can help people make things better and safer. It's kind of like a magical computer game that helps make the real world even cooler! (Ad: Microsoft Azure).

Could you compare a digital twin to a remote control of a drone that also allows you to simulate or project outcomes?

3.5 Yes, you could compare a digital twin to a remote control of a drone in some ways. Both tools allow you to manipulate something from a distance and get feedback on its behavior. However, a digital twin typically involves much more than just remote control. With a digital twin, you have a detailed virtual model of the object or system, which can be used to simulate different scenarios and predict outcomes. This allows you to test and experiment with the object or system in a way that goes beyond simply controlling it from a distance. For example, you could use a digital twin of a drone to simulate different weather conditions and predict how it would perform in those conditions, or test different designs to optimize its performance. So while a remote control is a useful tool for controlling an object from a distance, a digital twin provides a more powerful and versatile set of capabilities for exploring and experimenting with objects or systems.

4.0 A digital twin is a bit like a combination of a remote control for a drone and a video game that lets you see what might happen in different situations. With a remote control, you can operate a drone from a distance and make it do different things. A digital twin is similar because it allows you to control and interact with a virtual copy of something on a computer.

The digital twin is also like a video game that lets you simulate or project outcomes because you can test different scenarios and see what might happen without actually doing it in real life. For example, you could see how a building would react to an earthquake or how a car might perform in a race.

So, a digital twin combines the control aspect of a remote control with the simulation and prediction aspect of a video game, allowing you to interact with and understand real-life objects, systems, or processes in a safe and efficient way.

You Yes, that's a good way to think about it. With a digital twin, you can simulate or project outcomes just like how you can visualize where a drone will go when you use the remote control to fly it. Both the digital twin and the remote control allow you to see what might happen ahead of time and make better decisions based on that information.

What metaphor best describes a digital twin, the control console of OZ?

3.5 The metaphor of the control console of OZ from the Wizard of Oz could be an apt comparison for a digital twin in some ways. Just as the control console allowed the wizard to manipulate and control different elements of the world of Oz from behind the scenes, a digital twin can allow you to manipulate and control a virtual replica of a real-world object or system. However, the digital twin goes beyond just control and manipulation. It also provides the ability to simulate and test different scenarios and predict outcomes, much like how the wizard could use his control console to see what was happening in different parts of Oz and make decisions accordingly. So while the control console of OZ is a useful metaphor for describing some aspects of a digital twin, it doesn't capture the full range of capabilities that a digital twin provides.

4.0 A digital twin can be compared to the control console of OZ, a fictional, magical world from the movie "The Wizard of Oz." In the story, the Wizard of Oz operates behind a curtain, controlling a great and powerful machine that can create illusions and manipulate the world of OZ.

In this metaphor, the digital twin is like the control console, providing a way for us to interact with, understand, and manage the real-world object, system, or process it represents. Just as the Wizard uses the console to create and control different aspects of OZ, we can use the digital twin to simulate different scenarios, test ideas, and make improvements in a safe and efficient way.

The main difference is that a digital twin is based on technology and real data, while the control console of OZ is a fictional and magical device. Nonetheless, the metaphor captures the essence of how a digital twin can give us a deeper understanding and control over complex systems in a way that might seem almost magical.

You There is no metaphor provided in the search results that directly compares a digital twin to the control console of OZ. However, it's worth noting that the search results do include information on both digital twins and the metaphorical use of the control console in The Wonderful Wizard of Oz. A digital twin is like a virtual copy of something in the real world used for simulation and optimization purposes, while the control console in The Wonderful Wizard of Oz is a literal device used to control elements in the magical land of Oz.

What is a Single Pane of Glass?

3.5 A single pane of glass is a term used in the context of information technology (IT) to refer to a unified and comprehensive view of data and information from multiple sources, presented on a single interface or dashboard.

In other words, instead of having to switch between different applications, platforms, or screens to access information from different sources, a single pane of glass presents all of this information in one place. It can be a dashboard or interface that provides a real-time, holistic view of key performance indicators, alerts, and other important data from multiple sources, such as servers, applications, networks, and databases.

The idea behind a single pane of glass is to simplify and streamline the monitoring and management of complex IT environments by presenting all relevant data in one place, allowing IT professionals to quickly identify issues and take action to resolve them.

4.0 - A "Single Pane of Glass" is a term used in technology and business to describe a unified interface or dashboard that brings together information from multiple sources, systems, or applications. The idea is to provide users with a comprehensive view of their data, metrics, or processes in one place, making it easier to monitor, analyze, and manage complex systems.

Imagine trying to look through multiple windows, each showing a different view of a scene. It can be confusing and challenging to piece together the complete picture. A Single Pane of Glass is like having one large window that combines all those views into a single, clear, and easy-to-understand perspective.

In the context of technology, a Single Pane of Glass can be a dashboard or a management console that consolidates information from various systems, such as network devices, servers, applications, or databases, making it more convenient for IT professionals, managers, or decision-makers to monitor and manage their environments.

You A single pane of glass is an IT management console that aggregates data from multiple sources and presents it in a unified view (1). It's an information technology (IT) phrase used to describe a management tool that provides a single point of control for managing complex digital systems (2). It's similar to having a window in your house that allows you to view everything outside, rather than having to move from window to window to see different parts of the landscape. The single pane of glass enables IT teams to have a holistic view of their systems and can streamline the management process. Note:You.com will sometime source references (1) Techslang (2) webopedia. Diving deeper in You , which seems to change daily, you can prune or emphasize your knowledge sources.

Can a Digital Twin be considered a modern Single Pane of Glass?

3.5 A digital twin and a single pane of glass are related concepts in that they both involve presenting a unified view of complex systems or environments. However, while a single pane of glass focuses on aggregating data and information from multiple sources in a single interface or dashboard, a digital twin goes further by creating a virtual replica of a physical object or system.

In other words, a digital twin is more than just a dashboard or interface for monitoring and managing data from different sources. It is a sophisticated model that allows for simulating and testing scenarios, predicting outcomes, and even making changes to the real-world object or system based on insights gained from the virtual model.

So, while a digital twin can be used as part of a single pane of glass to provide a comprehensive view of a system or environment, it is a more advanced and specialized tool that goes beyond the scope of a traditional single pane of glass.

4.0 Yes, a Digital Twin can be considered a modern version of a Single Pane of Glass in some contexts. When used as a comprehensive interface or dashboard, a Digital Twin can bring together data, insights, and simulations from various sources and systems, providing a unified view of a specific object, process, or system.

By integrating data from sensors, analytics, and simulations, a Digital Twin can offer a more detailed and real-time understanding of the object or system it represents. This enables users to monitor, analyze, and manage the performance, efficiency, and potential improvements more effectively.

In this sense, a Digital Twin can be seen as an advanced form of a Single Pane of Glass, offering not only a consolidated view of information but also the ability to interact with, simulate, and predict the behavior of the real-world object or system it represents. This makes Digital Twins a powerful tool for decision-makers and operators in various industries, such as manufacturing, transportation, energy, and smart cities.

You Yes, a digital twin can be considered a modern single pane of glass in some contexts, such as in industrial settings where the digital twin provides a unified view of physical assets and processes. Both digital twins and single panes of glass aim to provide a centralized and streamlined view of complex systems, allowing for better monitoring, management, and decision-making. However, it's worth noting that a digital twin tends to be more focused on simulation and predictive maintenance, while a single pane of glass may cover a wider range of IT management tasks. Microsoft ad is back.

Are Digital Twins the Path to the Metaverse?

3.5 Digital twins and the metaverse are related concepts in that they both involve creating digital representations of the real world. However, while digital twins focus on creating virtual replicas of specific objects or systems, the metaverse is a more comprehensive vision of a shared virtual space that is connected to the real world.

The metaverse is envisioned as a fully immersive and interactive virtual world that spans multiple platforms and technologies, where users can interact with each other, engage in activities, and conduct transactions in a seamless and engaging manner. While digital twins can certainly contribute to the development of the metaverse by providing detailed virtual models of real-world objects and systems, they are not the only path to the metaverse.

To achieve the metaverse, we need advancements in a range of technologies, including virtual and augmented reality, blockchain, artificial intelligence, and cloud computing, among others. We also need collaboration and standardization across different platforms and technologies to create a seamless and interconnected virtual space.

In summary, while digital twins can certainly contribute to the development of the metaverse, they are just one part of a much broader and complex ecosystem that is required to make the metaverse a reality.

4.0?Digital Twins and the Metaverse share some similarities, but they serve different purposes and have distinct characteristics.

Digital Twins are virtual representations of real-world objects, processes, or systems, primarily used for analysis, optimization, and decision-making. They focus on accurate and data-driven simulations to understand and improve real-world entities.

The Metaverse, on the other hand, is a collective virtual shared space or a universe of interconnected digital worlds, where people can interact, communicate, work, play, and create using virtual representations called avatars. The Metaverse is more focused on social interaction, entertainment, and virtual experiences.

However, the technologies and concepts underlying Digital Twins and the Metaverse can intersect and complement each other. Digital Twins could be integrated into the Metaverse to provide realistic and data-driven simulations of real-world environments, objects, or systems. This could enable new possibilities for remote collaboration, training, education, and even advanced gaming experiences.

In conclusion, while Digital Twins and the Metaverse are not the same thing, they can coexist and potentially contribute to each other's development, pushing the boundaries of what is possible in the virtual world and our understanding of the physical world.

You While digital twins are being leveraged in the development of the metaverse, they are not the only path to building the metaverse. The metaverse involves various technologies and platforms, including virtual and augmented reality, IoT, blockchain, cloud computing, and artificial intelligence. Digital twins can play a role in this by creating virtual replicas of real-world objects and environments for simulation and optimization purposes. However, the development of the metaverse also requires significant investment in infrastructure, software development, and user adoption, among other factors. Therefore, while digital twins are a key aspect of the metaverse's development, they are only one of many pieces of the puzzle. ?New ad: Azure Blog

What is the best movie scene of a digital twin that most people would recognize?

3.5 One of the most well-known movie scenes that features a digital twin is probably the one from the 1999 sci-fi movie, The Matrix, where the protagonist Neo (played by Keanu Reeves) meets the character Morpheus (played by Laurence Fishburne) for the first time.

In the scene, Morpheus presents Neo with two pills: a blue pill that will allow him to continue living in the simulation of the Matrix, and a red pill that will allow him to wake up and see the real world. Morpheus then shows Neo a digital twin of himself, explaining that the Matrix is a digital construct that creates a simulated reality.

The scene is memorable because it introduces the concept of a digital twin in a compelling and memorable way, using visual effects and dialogue to explain the idea of a virtual replica of oneself. It also sets the stage for the rest of the movie, which explores the theme of reality and illusion in a thought-provoking way.

4.0?One of the most recognizable movie scenes featuring a concept similar to a digital twin is from the 2002 science fiction film "Minority Report." In this film, Tom Cruise's character, Chief John Anderton, uses a highly advanced and interactive computer interface to analyze and manipulate video data from various sources. This system, called "Precrime," can predict and prevent crimes before they happen, based on the visions of psychic individuals called "Precogs."

While the Precrime system in "Minority Report" is not a digital twin in the strictest sense, as it focuses on predicting future events rather than simulating real-world objects or systems, the way it visualizes and interacts with data shares similarities with digital twin concepts. The scene effectively demonstrates the idea of using advanced technology to analyze complex information, make predictions, and solve problems, which are also core aspects of digital twin applications.

You I'm sorry, but there hasn't been any movie scene featuring a digital twin that has gained widespread recognition in popular culture. While digital twins themselves are becoming increasingly common in various industries, their representation in movies and other forms of media has been relatively limited so far. More Microsoft ads

How might a CFO benefit from a digital twin of their organization?

3.5 A CFO (Chief Financial Officer) could benefit from a digital twin of their organization in several ways. Here are some examples:

1.??????????Improved Financial Planning: A digital twin can help a CFO to create accurate and comprehensive financial forecasts, by providing real-time data and insights into the performance of different departments and business units. This can help the CFO to identify trends and patterns in financial data, and make informed decisions about resource allocation and investment priorities.

2.??????????Optimized Asset Management: A digital twin can provide a detailed virtual model of physical assets, such as factories, production lines, and warehouses, allowing the CFO to monitor and manage their performance in real-time. This can help to optimize asset utilization, reduce downtime, and improve operational efficiency.

3.??????????Better Risk Management: A digital twin can be used to simulate and test different scenarios, allowing the CFO to identify potential risks and vulnerabilities before they occur. This can help to minimize the impact of unexpected events on the organization's finances, and improve the overall resilience of the business.

4.??????????Enhanced Cost Control: A digital twin can provide a comprehensive view of costs across the organization, including direct costs, indirect costs, and overheads. This can help the CFO to identify opportunities for cost savings, and implement strategies to reduce expenses and improve profitability.

Overall, a digital twin can help a CFO to make more informed decisions, improve financial performance, and drive growth and innovation across the organization.

4.0 A CFO (Chief Financial Officer) can benefit from a digital twin of their organization in several ways, as it can provide valuable insights and help improve financial performance and decision-making:

1.??????????Real-time monitoring and analysis: A digital twin can provide real-time data on various aspects of the organization, such as revenue, costs, cash flow, and resource utilization. This enables the CFO to have a comprehensive and up-to-date understanding of the financial health and performance of the company.

2.??????????Scenario planning and forecasting: Digital twins can simulate various scenarios and predict their financial outcomes, allowing the CFO to make informed decisions on investments, resource allocation, and risk management. This can help optimize financial strategies and improve the company's ability to adapt to changing market conditions.

3.??????????Cost optimization: By analyzing the digital twin's data, a CFO can identify inefficiencies, bottlenecks, and areas of potential cost savings. This can lead to improved operational efficiency, reduced waste, and ultimately better financial performance.

4.??????????Performance benchmarking: A digital twin can provide an objective basis for comparing the organization's performance against industry standards or competitors, helping the CFO to identify areas where the company is underperforming or has the potential to excel.

5.??????????Improved collaboration: A digital twin can serve as a central platform for sharing financial and operational data across departments, enabling better collaboration and coordination among teams. This can lead to more effective decision-making and overall organizational alignment.

6.??????????Regulatory compliance: A digital twin can help ensure compliance with financial regulations by providing real-time monitoring and reporting of relevant financial data. This can help the CFO proactively address potential issues and reduce the risk of non-compliance.

By leveraging a digital twin of their organization, a CFO can gain a deeper understanding of the company's financial performance, make data-driven decisions, and drive improvements that directly impact the bottom line.

You A CFO could benefit from a digital twin of their organization in several ways. Digital twins can provide a detailed, real-time view of the organization's operations, allowing the CFO to monitor key financial metrics and identify areas for optimization and cost savings. For example, a digital twin could be used to simulate different scenarios and forecast the impact of changes in pricing, production, or logistics on the organization's financial performance. Additionally, a digital twin can help the CFO to ensure compliance with regulatory requirements and mitigate risks associated with financial fraud or cybersecurity threats. By leveraging digital twins, CFOs can make more informed decisions and improve the financial performance of their organization.

Who are the founders and investors behind You.com?

You You.com was founded in 2020 by Richard Socher, the former Chief Scientist at Salesforce, and Bryan McCann, a former Lead Research Scientist in NLP at Salesforce. The company has raised about $20 million from a number of investors, including Salesforce co-founder, chairman, and co-CEO Mark Benioff. Other investors include Salesforce Ventures, the investment arm of Salesforce, and various other venture capital firms. Additionally, You.com has recently launched a $250 million Generative AI Fund with the support of Salesforce Ventures to invest in AI companies driving innovation and productivity.

In my own words and in closing, what sent me down this road was a recent integration created by my company, edgeTI. It enables business operations and systems to utilize GPT by threading queries and responses inside work instructions and communications — all without modifying the participating software or service. In fact, several GPT threads and different models could be interrogated based on different knowledge sets like public, industry, and private just like we did above or mix generative sources with traditional knowledge. At a minimum, its worth knowing that there is software that allows any company or organization to mesh applications, data, and AI – true composability.?Check us out here in our short simple demo https://edgeti.com/chatgpt/ Please note that no applications were harmed or modified in this demo. ??