Navigating the New Era: Development of Systems Guided by Generative AI

Generative Artificial Intelligence (AI) stands at the forefront of technological innovation, pushing the boundaries of what machines can achieve. It learns from existing artifacts to generate new, realistic creations, scaling up the volume while maintaining the essence of the original data without mere replication. The spectrum of novel content that Generative AI can produce spans images, videos, music, speech, text, software code, and product designs. The backbone of Generative AI lies in foundation models, which are nurtured on a vast dataset and further fine-tuned for specific tasks. Although the complexity of math and computing power required is immense, the core remains to be prediction algorithms.

Generative AI is gradually becoming a household name, thanks to platforms like ChatGPT by OpenAI, which exhibits human-like interactions, and DALL-E, which generates images from text descriptions. As per Gartner, Generative AI is on the trajectory to become a general-purpose technology with an impact echoing the likes of steam engines, electricity, and the internet.

What does Gartner predict for the future of generative AI use?

Generative AI is primed to make an increasingly strong impact on enterprises over the next five years. Gartner predicts that:

By 2024, 40% of enterprise applications will have embedded conversational AI, up from less than 5% in 2020.

By 2025, 30% of enterprises will have implemented an AI-augmented development and testing strategy, up from 5% in 2021.

By 2026, generative design AI will automate 60% of the design effort for new websites and mobile apps.

By 2026, over 100 million humans will engage colleagues to contribute to their work.

By 2027, nearly 15% of new applications will be automatically generated by AI without a human in the loop. This is not happening at all today.

Which sectors are being impacted by the development of systems with Generative AI?

  1. Healthcare:
    • Drug Discovery: Generative AI is revolutionizing the pharmaceutical landscape by expediting the drug discovery process. It can predict new compounds’ effectiveness and potential side effects, significantly reducing the time and costs of bringing a new drug to market. Moreover, Generative AI can help create synthetic molecular structures that could be groundbreaking cures for various diseases.
    • Medical Imaging and Diagnosis: Generative AI also plays a pivotal role in medical imaging and diagnostics. It can generate synthetic medical images to augment datasets, which is invaluable for training machine learning models, especially when real-world data is scarce or sensitive. Besides, it can assist in detecting and diagnosing diseases by analyzing medical images.
  2. Automotive and Aerospace:
    • Generative Design: In industries like automotive and aerospace, generative design powered by AI is a game-changer. It allows engineers to input design goals and constraints into a generative design software, which then explores all possible permutations of a solution, quickly generating design alternatives. It tests and learns from each iteration what works and what doesn’t to meet the design objectives.
    • Simulation and Testing: Generative AI can create realistic simulation environments, which are crucial for testing and validating autonomous driving systems or new aerospace technologies before they are deployed in real-world scenarios.
  3. Finance:
    • Risk Analysis and Fraud Detection: By modeling complex financial systems, Generative AI helps in risk analysis and fraud detection. It can generate synthetic data to stress-test various scenarios, which is imperative for financial institutions to remain resilient against economic uncertainties.
    • Algorithmic Trading: Generative AI can also be harnessed to develop sophisticated algorithmic trading strategies. It can generate predictive models to identify trading opportunities by analyzing vast financial data.
  4. Marketing:
    • Content Generation: The marketing realm is being reshaped with Generative AI’s ability to create compelling content. From drafting initial copy to generating personalized advertising, it’s enabling marketers to engage with their audience on a new level.
    • Customer Insights: Generative AI can dive into vast datasets to unearth insights into customer behavior and preferences, which can be harnessed to tailor marketing strategies effectively.
  5. Intellectual Property (IP):
    • Automated Patent Analysis: Generative AI can automate the analysis of vast patent datasets, helping to identify patent trends, assess the novelty of inventions, and even predict future technological advancements. This automated analysis can significantly speed up the patent granting process and help organizations stay ahead in the IP landscape.
    • Design Generation: In the domain of design patents, Generative AI can assist in creating novel designs or variations of existing designs at an unimaginable pace. However, this raises critical questions about the ownership and originality of the generated designs, nudging the IP sector to redefine its boundaries.
  6. Legal:
    • Legal Research and Document Review: Generative AI can automate legal research and document review tasks. By quickly analyzing vast amounts of legal texts, case laws, and precedents, it can provide lawyers with relevant information, saving precious time and resources.
    • Contract Generation and Analysis: The creation and analysis of legal contracts are other areas where Generative AI is making a significant impact. It can generate contract drafts based on the input parameters and analyze existing contracts to ensure compliance with the requisite legal standards.
    • Predictive Analysis: Moreover, Generative AI can be used for predictive analysis in legal scenarios, helping forecast legal dispute outcomes based on historical data. This could provide legal practitioners with valuable insights to strategize their cases better.
    • Legal Chatbots: Generative AI-powered legal chatbots can provide initial legal advice based on the query fed to them. They can understand the legal issue and provide a basic understanding of the legal stance, aiding in better client engagement and filtering.

    Each of these sectors exemplifies the profound impact and the boundless potential of Generative AI. By automating and augmenting various processes, Generative AI is not only driving efficiency and cost-savings but is also opening doors to new possibilities that were once deemed unattainable.

    The Developer’s New Playground

    In the wake of a technological renaissance, where artificial intelligence (AI) is the linchpin of modern innovation, the traditional silhouette of a developer’s career is undergoing a remarkable transformation. The advent of AI-infused systems is not just a fleeting trend but a seismic shift, nudging developers into a new epoch where their roles transcend the conventional boundaries of code and algorithms. This transition is not merely about adapting to new tools or languages but embracing a holistic metamorphosis, redefining what it means to be a developer. Here, we delve into the kaleidoscope of changes, painting the developer’s journey with new shades of challenges, learning, and opportunities.

    Morphing Roles and Skillsets:

    1. From Coders to Solution Architects: The new era nudges developers from mere coders to solution architects, orchestrating AI-driven solutions that address real-world problems.
    2. Interdisciplinary Proficiency: A developer’s role now demands a confluence of skills, including data science, machine learning, and understanding of domain-specific challenges.
    3. Ethical and Responsible AI Development: Developers are at the helm of ensuring that AI systems are built with a framework of ethics, transparency, and accountability.

    With Generative AI, developers are stepping into an expansive playground. They can now focus on crafting high-level objectives while the AI handles the detailed design. This speeds up the development process and opens up creativity and innovation.

    Continuous Learning: The New Norm

    In the fast-paced realm of technology, staying updated is not a choice but a necessity. This truth resonates even louder in Generative Artificial Intelligence (Generative AI), a domain continuously evolving, expanding, and surprising us with its potential. For developers, riding the wave of Generative AI is not about catching up but constantly sailing along, learning, and adapting. As Generative AI continues to redefine the contours of what’s possible in system development, a culture of continuous learning emerges as the new norm for developers. This isn’t merely about acquiring new skills; it’s about fostering a mindset of perpetual growth and curiosity.

    Why Continuous Learning?

    1. Staying Relevant:
      In a rapidly changing field, staying updated with the latest advancements is crucial for developers to remain relevant and competitive in their careers.
    2. Harnessing Full Potential:
      Continuous learning enables developers to harness the full potential of Generative AI, ensuring they can leverage their projects’ latest features and capabilities.
    3. Problem-Solving:
      With each new learning, developers expand their problem-solving toolkit, equipping themselves to tackle complex challenges innovatively.
    4. Ethical and Responsible AI Development:
      As Generative AI advances, so do the ethical considerations surrounding its use. Continuous learning is imperative to ensure responsible and ethical AI development.

    The Path of Continuous Learning:

    1. Online Courses and Certifications:
      Numerous online platforms offer courses and certifications on Generative AI and related technologies, facilitating continuous learning.
    2. Community Engagement:
      Engaging with the AI community, participating in forums, and attending conferences are excellent ways to learn from peers and stay updated.
    3. Practical Application:
      Applying learned concepts in real-world projects is a powerful way to reinforce learning and gain practical experience.
    4. Reading and Research:
      Regularly reading research papers, blogs, and articles in the domain can provide insights into the latest advancements and best practices.


    Generative AI transcends the conventional role of a tool; it emerges as a formidable collaborator, amplifying developers’ creative and problem-solving prowess. The journey with Generative AI is akin to navigating through an expansive realm of innovation, where each step forward unveils new horizons of possibilities. As elucidated, the rapid evolution of Generative AI beckons a culture of continuous learning among developers, a requisite not merely to remain relevant but to excel and innovate in this dynamic landscape.

    As Generative AI continues to percolate through various sectors, notably intellectual property and legal domains, its harmonization with modern development systems is not a fleeting trend but a profound shift. Understanding and adapting to Generative AI isn’t just beneficial; it’s quintessential for developers to harness this technology’s burgeoning potential fully. The narrative is not about optional adaptation but essential evolution to foster a synergistic alliance with Generative AI.

    The infusion of Generative AI in modern development systems isn’t merely a technical enhancement; it’s a paradigm shift towards a more collaborative, innovative, and continuously evolving development ecosystem. As developers, embracing this shift is synonymous with stepping into a future of endless exploration, innovation, and growth. The ripple effects of this fusion are significant, reshaping not just how systems are developed but how developers evolve in their careers, continuously learn, and contribute to the broader narrative of technological advancement.

    As Generative AI finds its footing in more sectors, the symbiotic relationship between it and developers will be the linchpin for unlocking new dimensions of innovation, solving complex problems, and creating value in unprecedented ways. Hence, understanding and adapting to Generative AI is not a mere advantage; it’s a cornerstone for thriving in the modern development landscapes increasingly becoming intertwined with intelligent and creative computational counterparts.

    That’s it for today!


    Generative AI: What Is It, Tools, Models, Applications and Use Cases (

    Unlocking the Power of GPT-4: An Introduction to Free ChatBot AI

    As technology advances at an unprecedented rate, there is an increasing demand for tools that can simplify, innovate, and augment human experiences. One such technological marvel is ChatGPT, based on OpenAI’s GPT-4 architecture. With the introduction of the Free ChatBot AI, a complimentary version of ChatGPT, everyone can now experience the power of conversational AI without breaking the bank. In this post, we will explore what this free ChatBot AI is and how you can harness its capabilities.

    What is Free ChatBot AI?

    Free ChatBot AI is a conversational model based on OpenAI’s cutting-edge GPT-4 technology. It retains much of the paid version’s functionality, accuracy, and contextual understanding but is offered without a price tag. The motivation behind introducing a free version was to democratize access to AI, ensuring that businesses, developers, students, and hobbyists alike can taste what state-of-the-art AI conversational models can achieve.

    How to use Free ChatBot AI?

    Using Free ChatBot AI is a straightforward process:

    Access: Navigate to the official website of the Free ChatBot AI version. It’s not necessary to create a login to use.

    Prompt: Start by entering a prompt or a question. For instance, you might type, “Tell me a fun fact about dolphins.” The more specific and clear your prompt, the better and more accurate the response you can expect.

    Response: After inputting your prompt, the AI will process the information and provide an answer in seconds. Seeing the model generate responses that often feel incredibly human-like is fascinating.

    Refinement: If the answer isn’t quite what you expected, you can refine your question or ask follow-up questions to get the desired information.

    Begin with any prompt you choose. Let’s try this: “Write a persuasive email to convince potential customers to try our service. My service is IT consulting”.

    You can ask Free ChatBot AI to create code. Let’s try this: “Create a Python function that takes in a list of numbers and returns the average, median, and mode of the list. The function should be able to handle large datasets and return the results as variables”.

    You can create prompts to ask Free ChatBot AI to act like you want. Let’s try this: click “+ New Prompt” and write, “I want you to act as an English translator, spelling corrector and improver. I will speak to you in any language and you will detect the language, translate it and answer in the corrected and improved version of my text, in English. I want you to replace my simplified A0-level words and sentences with more beautiful and elegant, upper level English words and sentences. Keep the meaning same, but make them more literary. I want you to only reply the correction, the improvements and nothing else, do not write explanations.”

    Click save.

    Now you have the prompt saved. If you insert “/” in the text bar, the prompt you save will appear. Select one of them and start the prompt.

    You can import and export to a file all prompt histories and configurations. I save my prompts to share with you in this link.

    You can also search on Google by clicking in the icon below selecting “Google Search”. After that you can ask gpt to create you text.

    There are many other options: Clear the conversations, change the theme to light or dark mode, create folders to organize your chats and prompts, and much more.


    The Free ChatBot AI, based on the GPT-4 architecture, is a testament to our strides in the AI world. It provides a unique opportunity for many to interact with and benefit from advanced AI without any financial commitment. Whether you’re a curious individual, a student, a developer, or a business owner, this tool can revolutionize how you seek information, automate tasks, or engage with users. Explore the fascinating world of conversational AI with Free ChatBot AI. What do you think about it? I would be happy to hear from you!

    What are you waiting for? Go to the Free ChatBot AI app and have fun!

    That’s it for today!

    Feature Spotlight: A Closer Look at BotGPT’s Integration with Google Bard

    In the world of chatbots, two names that are often mentioned in the same breath are BotGPT and Google Bard. Both are powerful AI-powered chatbots that can hold conversations with humans in a natural and engaging way. But what happens when you combine the two?

    That’s the question that BotGPT is answering with its new integration with Google Bard. This integration gives BotGPT access to Google Bard’s vast knowledge and language processing capabilities, making it even more powerful and versatile.

    In this blog post, we’ll take a closer look at the BotGPT-Google Bard integration. We’ll discuss what it is, how it works, and what it means for the future of chatbots.

    What is Google Bard?

    Google Bard is a large language model (LLM) chatbot developed by Google AI. It is trained on a massive dataset of text and code, which allows it to generate text, translate languages, write different kinds of creative content, and answer your questions in an informative way.

    Google Bard is set to rival Bing’s offering that incorporates ChatGPT integration. Like OpenAI’s ChatGPT, Bard employs AI technology to interpret natural language, delivering human-like responses to intricate inquiries.

    Google Bard is still under development, but it has already learned to perform many kinds of tasks, including:

    • Answering your questions in a comprehensive and informative way, even if they are open-ended, challenging, or strange.
    • Generating different creative text formats of text content, like poems, code, scripts, musical pieces, emails, letters, etc.
    • Translating languages accurately and fluently.
    • Writing different kinds of creative content, like blog posts, articles, stories, and poems.

    This is the official website for Google’s Bard.

    What is BotGPT?

    BotGPT is a virtual assistant that connects different artificial intelligences to your Whatsapp:

    • Chat GPT 3.5 and GPT 4
    • Google Bard
    • Dall-e 2
    • Midjourney
    • Whisper
    • Azure Cognitive Services

    BotGPT is a new service product that leverages the power of artificial intelligence to provide a personalized chat experience to customers through WhatsApp. Powered by the large language models, ChatGPT and Google Bard, BotGPT is designed to understand natural language and provide relevant responses to customer inquiries in real time.

    One of the key benefits of using BotGPT is its ability to provide personalized recommendations to customers based on their preferences and past interactions. BotGPT can suggest products, services, or solutions tailored to each customer’s needs by analyzing customer data. This personalized approach helps to enhance the overall customer experience, leading to increased customer satisfaction and loyalty.

    You can use BotGPT for a variety of tasks, such as:

    Text generation: writing stories, poems, and scripts.
    Answer questions.
    Translate language.
    Summarize texts.
    General chatting.
    Generating creative ideas.
    Create realistic images and art from instructions by text.

    Learn all the commands before using:

    help to get instructions on how to use the BotGPT
    prompts to get a list of example prompts
    create image to create realistic images using Dall-e 2
    midjourney to create realistic images using Midjourney
    midselect to select one of the 4 Midjourney images
    gpt-3 to change the ChatGPT model to GPT-3
    gpt-4 to change the ChatGPT model to GPT-4
    bard to change to the Google Bard model
    send to send the last response you received from BotGPT to your email
    send audio to send the last response as audio
    give me a document for you to receive the last BotGPT response as a Word document
    list user first instruction to display the first prompt. The first prompt sets the direction for BotGPT
    alter user first instruction to change the first prompt
    onlyvoice to configure the BotGPT to respond through audio only
    onlytext to configure the BotGPT to respond through text only
    voicetext to configure the BotGPT to respond through text + audio
    clear to clear the memory buffer and start new questions
    buffer displays the set of prompts currently in BotGPT’s memory
    save to save a sequence of prompts
    load to load a previously saved sequence of prompts
    del to delete a saved sequence of prompts
    list to list all saved prompt sequences
    list <name>to display the saved sequence of a single prompt sequence
    status to get your expiration date, ChatGPT model, and selected language
    cancel to manage or cancel your subscription

    How to sign up?

    Signing up for BotGPT is a straightforward process:

    1. Navigate to the official BotGPT website.
    2. Look for the “Try BotGPT” or “Register” button, usually located at the top right corner.
    3. Follow the prompted steps, enter your details, and click here to enter.
    4. Once registered, you can explore and customize your chatbot based on your requirements.

    Once you register you will have 2 days free to use. For more information go to the BotGPT website.

    How does the new integration with Google Bard work?

    Setting up Google Bard is straightforward. Simply type “bard” on WhatsApp to begin. If you prefer to switch back to GPT-4, just type “gpt 4”, and you’re all set.

    Feel free to ask any questions. If Google Bard provides an image in response, you’ll receive it via WhatsApp.

    For further details, visit the BotGPT website, or don’t hesitate to reach out to me here.


    The convergence of two powerful technologies – BotGPT and Google Bard – heralds a new era in the realm of chatbots. For businesses, this presents an opportunity to elevate customer interactions, offer more personalized experiences, and harness the full power of AI-driven conversational platforms. As these technologies continue to evolve, one can only imagine the innovative ways they’ll transform our digital interactions.

    That’s it for today.


    ✨Unleash the Power of GPT-4 with BotGPT: Your Inspiring Ally on WhatsApp🌟 – Tech News & Insights (

    English | BOT GPT (

    Bard (

    What is Google Bard? Here’s everything you need to know | ZDNET

    Presenting the First Edition of the New ChatBot for Making Questions about Trademarks, Patents, and More from the Brazilian Patent and Trademark Office (BRPTO)

    It is with great delight that I introduce the innovative ChatBot developed with artificial intelligence to answer queries concerning the official manuals provided by the National Institute of Industrial Property (BRPTO) on trademarks, patents, industrial designs, and more.

    These manuals, presented in Brazilian Portuguese PDF format, are readily accessible in the respective sections of the INPI website. What’s unique about this initiative is the inclusivity that transcends language barriers. In the app, you can ask questions in any language, and the ChatBot will comprehend and respond in the language used in the query.

    A vital feature of this AI-powered ChatBot is its ability to provide the exact source of the information extracted. Each time the ChatBot responds to a query, it will present the hyperlink to the PDF from where the information was derived. This enhances transparency and allows users to delve into more details if they wish.

    Moreover, within the left-side options in the app, you can access the complete manuals utilized to create the AI model. This provides direct access to the information and serves as a testament to the quality and reliability of the data used.

    How do you get to the BRPTO’s Chatbot app?

    To try out the app, click here to reach out to me. Please include “BRPTO Chatbot” in your message.

    Here are a few examples of the questions you can ask:

    1. What is a patent?
    2. What is a trademark?
    3. What are the fees I need to pay to file a patent?
    4. What is a contract?
    5. What is copyright?
    6. What are the rules of geographical indications?
    7. How was the intellectual protection of circuit topology established?
    8. What are the filing procedures for an industrial design?

    What are the limitations?

    • If the National Institute of Industrial Property (INPI) makes any updates to a manual, it will be necessary to reprocess the Artificial Intelligence model and roll out a new update for the app.
    • The chatbot is only limited to answering questions related to the manuals specified on the left side of the app.
    • Any questions outside the context of these manuals will not be answered.
    • As we are using a free version of the vector database (Pinecone), there might be some confusion in the responses.

    How the app was created?

    The app was created based on the guidelines provided in my previous post that I copy below.


    The AI ChatBot is an innovative solution that aims to democratize access to information and make it more convenient for the public to learn and understand essential aspects of industrial property rights. So feel free to explore, ask, and learn!

    That’s it for today!