Generative AI: AN HYPER-ASSISTANT TO DRIVE INFORMED DECISION
“By leveraging AI-driven analytics, diplomats can gain deeper insights into complex geopolitical issues, identify potential area for cooperation, and optimize diplomatic strategies for greater efficacy.” [05] By Damián Tuset Varela
It is imperative for diplomats to adapt to the evolving technological landscape.
AI tools enhance the efficiency of information processing and provide strategic inside beyond traditional instruments.
AI techniques could assist and enhance decision-making processes which are often made with limited or incomplete information. Furthermore, the complex nature of diplomatic decision-making is influenced by deliberate misinformation (particularly on social media platform), data obfuscation and cultural differences.
However, the use of artificial intelligence must be seen as a tool, in which humans must always remain at the centre, to improve and make diplomacy and international relations more effective and efficient.
The following is an overview of the main tools made available by artificial intelligence applications, in particular generative intelligence.
REDUCE WASTE AND INCREASE EFFICENCY: SEVERAL AI ChatBOT PLAY ON THE FIELD
With a view to continuous improvement and increased efficiency in any context, the use of generative artificial intelligence lends itself to be a supportive and complementary tool for making informed and conscious decisions in a short time.
As evidence of the importance and effectiveness of generative artificial intelligence, many major companies are investing in this technology. Besides ChatGPT there are other chatbots. Here are the main ones:
CHATGPT (chatgpt.com): it is the most famous chatbot and virtual assistant developed by OpenAI and launched on November 30, 2022.
MICROSOFT COPILOT (bing.com/chat): it is based on the same AI technology from OpenAI. It’s free to use and you don’t need to be signed in to use the service.
GOOGLE GEMINI (gemini.google.com): it replaced Bard.
CLAUDE (claude.ai): it is one of the more sophisticated rivals of ChatGPT. Claude has a usage limit, after half a dozen of requests it stops to return available in four hours’ time.
PERPLEXITY (perplexity.ai): it only gets five searches every four hours.
META (meta.ai): it can be only used in the US.
BOOST YOUR PRODUCTIVITY AND ENHANCE YOUR POTENTIAL WITH MORE AI TOOLS
Besides ChatBOTs, there are other AI-based tools that offer specific capabilities non covered by players like ChatGPT. Here are a few examples
CANVA (canva.com): It is really good for designing posters, flyers, social media posts and the like.
NOTION (notion.so): It is a tool for creating to-do lists, taking notes o for creating personal journals. You can use it via web browser or by its mobile app.
OTTER (otter.ai): It is the best tool for transcribing meeting by video conference or in real life. Otter will listen in and transcribe the entire meeting, automatically a summary of meeting and not only. There are limits on free account. You can only record up to 300 minutes per month and up to 30 minutes in each meeting.
GAMMA (gamma.app): It is a tool to create unlimited presentations, websites, and more in seconds
LM STUDIO (lmstudio.ai): It runs an unlimited AI chatbot on your own computer rather than relying on cloud services. It is very similar to ChatGPT. It runs entirely on your device so you can even use it for sensitive tasks. It can check the Internet for up-to-date information or interacting with your files.
CHALLEGES AND OPPORTUNITIES IN THE AGE OF AI
“AI offers numerous opportunities for enhancing diplomatic efforts, fostering collaboration, and addressing global challenges in a more efficient and effective manner.” [05]
AI technologies will reshape traditional diplomatic practices.
BIBLIOGRAPHY/WEBOGRAPHY
[01] openai.com/news;
[02] theverge.com/ai;
[03] bensbites.beehiiv.com;
[04] grow.google/intl/uk;
[05] Damián Tuset Varela, Diplomacy in the Age of AI: Challenges and Opportunities, Journal of Artificial Intelligence General Science JAIGS Vol.2, Issue1, January 2024;
Technological evolution and the mass dissemination of technological tools has caused the digital world to permeate and change our behavior and lifestyle. This process seems unstoppable as is the technological evolution itself. Now the digital is still more in connection with our bodies and minds in an immersive digital world. Even if it is too early to say what impact this will have, it will certainly be a way to enrich and to improve our knowledge and our experience. In order to understand Metaverse we need to know which are the role of Augmented Reality (AR), Virtual Reality (VR) and Neuroscience.
AR (AUGMENTED REALITY)
Augmented reality (AR) is the real-time use of information in the form of text, graphics, audio and other virtual enhancements integrated with real-world objects. It is based on the concept of overlay (or superimposition): through the webcam of a device or particular glasses, an AR application is able to recognize a framed object by activating information and contents about it (audio, video, three-dimensional objects ) integrating reality without modifying it. In other words, reality is "enriched" through a digital content that is superimposed on it. Augmented reality, indeed, is already part of our daily lives: for example applications to try out new haircuts, interactive mirrors with which to try on a look without having any clothes with you.
According to Hoffman [06] There are different types of augmented reality:
• Marker-based AR: They allow you to quickly connect to websites and download multimedia contents (audio and video or 3D simulations) which will overlap the real images, providing additional information. These markers, called ARtags, are often used in the marketing, recreational, cultural and creative fields.
• Non-marker-based AR: markerless augmented reality relies on device hardware, including the camera, GPS, digital compass, and accelerometer, to gather the necessary information that will allow the AR software to download data and information or insert virtual 3D objects into a real-world environment.
VR (VIRTUAL REALITY)
Virtual reality does not superimpose itself on the real world but replaces the surrounding reality altogether with a 3D simulation of a digital world. In order to be able to enter this digital world, tools such as visors, game consoles, inertial sensors, accelerometers, joysticks and gloves are required to increase interactivity and enhance the immersive feeling of the user. In VR, we therefore speak of alternative virtual worlds separate from reality, which consist of three essential, integrated components:
CONTENT: reproduction of real objects in the virtual world.
GEOMETRY: which concerns the physical extension of the environment, e.g. indoors (a building) or outdoors (a park).
DYNAMICS: i.e. the rules of interaction between all contents. For example, the rules of interaction between elements must or mustn’t respect the laws of real-world physics.
NEUROSCIENCE
“Neuroscience is the scientific study of the nervous system (the brain, spinal cord, and peripheral nervous system), its functions and disorders” (From Wikipedia). During the COVID-19 homes are becoming our schools and our offices. The continuous use of these digital platforms (overuse of virtual videoconferencing) often generates physical and psychological discomfort like:
• Tiredeness; • Anxiety; • Worry
called ZOOM FATIGUE.
In our brain there are a number of specific neurons: • Place cell; • Border cell also called GPS neurons (discovered by the Norwegian neuroscientists Moser in 2014). GPS neurons are activated when we occupy a position in the environment, allowing us to orient ourselves in space. They play a vital role in our memory. We build our identity through memory. For example, we are student because we go to the university.
When we are in videoconference, we are in multiple places: 1. Place one: on the computer screen 2. Place two: in the room where we move.
For our brain, videoconferencing systems are “not places” and therefore are not connected to our autobiographical memory. These are transit places that leave no marks and are characterized by an eternal present. This is the reason of “zoom fatigue”. The good news is that the two technologies (AR and VR) used by the Metaverse are capable of activating the GPS neurons and making the subject present in digital places. This is the reason of great interest in this type of digital word.
METAVERSE
Neal Stephenson spoke about the “metaverse” for the first time in 1992 in his science fiction novel Snow Crash. Neal describes it as a three-dimensional digital world that allowed users to escape from a physical world that had become uninteresting. Today Metaverse is a shared, online 3D space where users can interact with each other and with computer-generated objects and avatars. The Metaverse opens up a whole new world of economic prospects, from virtual music events to NFT-based products, to name a few. In other words: Metaverse is:
• a universal and immersive virtual world • a network of 3D virtual worlds focused on social connection
based on these technologies: • virtual reality (VR) • augmented reality (AR)
Brain and body interact with the Metaverse in a special way. The experience of our body is not direct but is the result of a simulation created by our mind through the multi-sensory integration of different body signals. Considering for example PHANTOM LIMB SYNDROME, amputees suffering from this syndrome continue to feel pain in the empty space where their limb used to be. The Metaverse works in a similar way: virtual and augmented reality send the same sensations to the brain (via helmet and sensors) that they would receive in the real world. The subject will feel present in the virtual world they are experiencing.
However, there are several visions of the metaverse:
• The first Metaverse idea is digital three-dimensional worlds accessible through dedicated viewers and devices. In this vision there are companies such as Meta, HTC, Sony and ByteDance, owner of TikTok.
• The second Metaverse idea is augmented reality. In this vision are companies such as: Niantic, Snap and Apple. The Metaverse, in this case, is the world we see enriched by digital objects and information that are superimposed on our vision through a smarthphone and/or glasses.
• The third Metaverse idea is 3D worlds accessible from a browser or a desktop or mobile application. Examples of this vision are Roblox, Minecraft and Fortinite games and 3D meetings by Google.
• The fourth Metaverse idea is the future of the Internet not as html pages but as three-dimensional, interconnected immersive places.
METAVERSE: BODY SWAPPING
Television and social media are persuasive technologies, the Metaverse is a transformative technology. The metaverse allows one to enter a body other than one's own.
EXAMPLE 01: By entering Albert Einstein's body, subjects become significantly more intelligent. EXAMPLE 02: By entering the body of a black person, racial prejudice is reduced. EXAMPLE 03: By entering the body of a bad guy, I could become a dangerous person.
In practice, our brain enters a different body in an automatic way and changes its simulations. Positive applications: health, wellness, training.
METAVERSE: MIXED REALITY
The term 'mixed reality' (MR) was coined by Paul Milgram (1994); he assumes that at the antipodes of this definition, there is on the one hand reality (without any digital contamination) and, on the other hand, the virtual (exclusively synthetic world) and that MR develops, contiguously, precisely between these two extremes. In the context of Metaverse “mixed reality” is the fusion between the virtual and physical worlds, where the experience we have in the physical world influences the virtual world and vice versa. Between the two worlds there is a one-to-one correspondence. The two worlds are by the “digital twins”, virtual clones of real objects, connected directly with the physical counterpart, for example: • AVATAR: If I move in the real world my virtual avatar also moves. If the avatar is touched in the digital world, tactile feedback is provided to the physical body. • OBJECTS: If I start the washing machine in virtual reality, the physical one in my apartment also starts working.
INDUSTRIAL METAVERSE
The objective is to create virtual copies of one or more elements of a company: workshop, production chain, marketing department to simulate without blocking operations. Operating parameters could be analyzed and then these can be modified in order to increase performance and decrease costs. Only when the suitably modified virtual model creates the desired advantages in terms of both economics and performance then the real counterpart is modified. In this way these interventions will produce the desired effects with high probability of success.
Since Metaverse touches many aspects: from technology to cognitive psychology, from learning to social life, from economics to entertainment, we can say that it needs a human, integrated and multidisciplinary approach to be used. What it will lead to and how it will change our lives we can only imagine for now.
1. Surviving COVID-19: The Neuroscience of Smart Working and Distance Learning: https://www.liebertpub.com/doi/full/10.1089/cyber.2021.0009;
2. Osservatorio italiano Metaverso: https://osservatoriometaverso.it/;
3. Giuseppe Riva professore ordinario di Psicologia generale dell’Universita’ Cattolica del Sacri Cuore di Milano;
4. Fasano L.(2022). Realtà aumentata: cos’è e come provarla. Mister Gadget Tech. https://www.mistergadget.tech/110904/realta-aumentata-cose-e-come-provarla/;
5. Milgram P., & Fumio K. (1994). A Taxonomy of Mixed Reality Visual Display, IEICE Transactions on Information Systems, Vol E77-D, No.12 December 1994;
6. Hoffman A., Metaverso: guida per principianti alla nuova frontiera e a come investire nel nuovo mondo virtuale su Blockchain, Criptovaluta, Arte digitale, NFT e Virtual Land, 2021;
7. Open Metaverse Interoperability Group: https://omigroup.org/;
8. OpenSea is the world's first and largest web3 marketplace for NFTs and crypto collectibles. Explore, collect, and sell NFTs: https://opensea.io/;
9. Bellesso Angela, The Metaverse and the new frontiers of marketing, UNIVERSITÀ DEGLI STUDI DI PADOVA A.A. 2021-2022
Digital transformation (DT) is the process of integration of digital technology into all areas of a business to create new — or modify existing — business processes and customer experiences to meet changing business and market requirements. It's also a cultural change that requires organizations to continually challenge the status quo, experiment, and get comfortable with failure. It is important not to confuse Digital Transformation with investing in technology or digitalizing paper archives.
The revolution of Digital Transformation involves every aspect of modern society both public and private sectors.
It is essential to governments, as they have to keep up with the rapid changes through more efficient delivery of services and for the creation of the so-called “digital cities”. It is really urgent for industry, service companies, and so on as if they don’t transform themselves they have a high risk of extinction in a high competitive digitized economy.
While in the public sector the government should initiate and propel Digital Transformation, in the private sector instead this is up to CEO, who should be ready to explain to the board the power of digital technology applied to every aspect of the organization, especially in term of increasing in revenue.
Digital Transformation is a key factor of success to bring a traditional company to competitive company in a digitized economy.
CEO could adopt the follow approach:
Leverage insiders. They have an intimate knowledge about what works and what doesn’t in their daily activity.
Analyse customer experience from the outside. The goal of digital transformation is to improve customer satisfaction.
Involve employees. They are an important key for the success of Digital Transformation. For this reason they mustn’t feel the fear of being replaced. On the contrary need to emphasize them that Digital Transformation is an opportunity to upgrade their expertise to suit the marketplace of the future.
Analyse the present model of business, in particular realize which is the “core business” and what isn’t and therefore can be externalized.
Define the concrete goals of the transformation: speed, innovation, high level of customer care but only in the direction of consolidating and increasing the core business.
Elaborate a new model of business with the new technology (Cloud computing, Big Data, IoT, AI) and concrete goals in mind and using as reference the present one.
decide which digital tools one should adopt
elaborate a plan for employee training
Implement the Digital Transformation based on new in theory working model of business step-by-step. It works better than all-or-nothing approach because after every step you can check and verify if you going to go in the right direction.
CYBERSECURITY IS A TOP PRIORITY
During the process of Digital Transformation a company must be protected by cyberattack which can stop the process or the company must fail by losing reputation with an impact on its core business. Cybersecurity must grow in parallel with the increasing digitalization of work processes. So to keep safe the constant Digital Transformation it is necessary to boost cybersecurity by integrating AI and ML technologies into security solutions and add regulations for data privacy and protection.
Cyber-attacks, espionage, sabotage and data theft are the major risk to business activities, so security and trust are essential for a successful digital transformation.
The Digital Transformation increases the attack surface because:
every company is becoming a data company;
employees have ubiquitous access to applications and data for more productivity;
customers use digital interaction.
So investing in cybersecurity means:
protecting data that are important for strategic advantage;
increasing and defending the reputation of the company;
avoiding money loss and the extinction of the company.
Cybersecurity minimizes the risk of a fail in the Digital Transformation and this is a must for the survival of transformed company.
References
[01] Thomas M. Siebel “Digital Transformation – Survive and Thrive in an Era of Mass Extinction”, RosettaBooks, New York 2019;
[02] Behnam Tabrizi, Ed Lam, Kirk Girard, and Vernon Irvin, “Digital Transformation is not about technology”, Harvard Business Review, 2021