GPT-4 Launches Today: The Rise of Generative AI from Neural Networks to DeepMind and OpenAI

OpenAI GPT-4 launch illustrated with Stable Diffusion (CC BY-SA 4.0)
OpenAI GPT-4 launch illustrated with Stable Diffusion (CC BY-SA 4.0)

With today’s launch of OpenAI’s GPT-4, the next generation of its Large Language Model (LLM), generative AI has entered a new era. This latest model is more advanced and multimodal, meaning GPT-4 can understand and generate responses based on image input as well as traditional text input (see GPT-4 launch livestream).

Generative AI has rapidly gained popularity and awareness in the last few months, making it crucial for businesses to evaluate and implement strategies across a wide range of industries, including e-commerce and healthcare. By automating tasks and creating personalized experiences for users, companies can increase efficiency and productivity in various areas of value creation. Despite being in development for decades, it’s high time for businesses to apply generative AI to their workflows and reap its benefits.

Before you dive into OpenAI GPT-4, let’s take a quick look back at the evolution of generative AI…

The history of generative AI begins in the late 1970s and early 1980s when researchers began developing neural networks that mimicked the structure of the human brain. The idea behind this technology was to assemble a set of neurons that could pass information from one to another with some basic logic, and together the network of neurons could perform complicated tasks. While minimal advances were made in the field, it remained largely dormant until 2010, when Google pioneered deep neural networks that added more data, hardware, and computing resources.

In 2011, Apple launched Siri, the first mass-market speech recognition application. In 2012, Google used the technology to identify cats in YouTube videos, finally reviving the field of neural networks and AI. Both Google and NVIDIA invested heavily in specialized hardware to support neural networks. In 2014, Google acquired DeepMind, which built neural networks for gaming. DeepMind built AlphaGo, which went on to defeat all the top Go players, a pivotal moment because it was one of the first industrial applications of generative AI, which uses computers to generate human-like candidate moves.

OpenAI was founded to democratize AI as a non-profit organization

In 2015, OpenAI was founded to democratize AI and was established as a non-profit organization. In 2019, OpenAI released GPT-2, a large-scale language model capable of producing human-like text. However, GPT-2 sparked controversy because it could produce fake news and disinformation, raising concerns about the ethics of generative AI.

In 2021, OpenAI launched DALL-E, a neural network that can create original, realistic images and art from textual description. It can combine concepts, attributes, and styles in novel ways. A year later, Midjourney was launched by the independent research lab Midjourney. Also in 2022, Stable Diffusion, an open-source machine learning model developed by LMU Munich, was released that can generate images from text, modify images based on text, or fill in details in low-resolution or low-detail images.

OpenAI launched ChatGPT in November 2022 as a fine-tuned version of the GPT-3.5 model. It was developed with a focus on enhancing the model’s ability to process natural language queries and generate relevant responses. The result is an AI-powered chatbot that can engage in meaningful conversations with users, providing information and assistance in real-time. One of the key advantages of ChatGPT is its ability to handle complex queries and provide accurate responses. The model has been trained on a vast corpus of data, allowing it to understand the nuances of natural language and provide contextually relevant responses.

Today’s launch of OpenAI GPT-4 marks a significant milestone in the evolution of generative AI!

This latest model, GPT-4, is capable of answering user queries via text and image input. The multimodal model demonstrates remarkable human-level performance on various professional and academic benchmarks, indicating the potential for widespread adoption and use. One of the most significant features of OpenAI GPT-4 is its ability to understand and process image inputs, providing users with a more interactive and engaging experience.

Users can now receive responses in the form of text output based on image inputs, which is a massive step forward in the evolution of AI. Depending on the model used, a request can use up to 32,768 tokens shared between prompt and completion, which is the equivalent of about 49 pages. If your prompt is 30,000 tokens, your completion can be a maximum of 2,768 tokens.

Token limitations of GPT models with real-world scenarios
Token limitations of GPT models with real-world scenarios

Bing has already integrated GPT-4 and offers both, chat and compose modes for users to interact with the model. With the integration of GPT-4, Bing has significantly enhanced its capabilities to provide users with more accurate and personalized search results, making it easier for them to find what they are looking for.

The disruptive potential of generative AI is enormous, particularly in the retail industry. The technology can create personalized product recommendations and content, and even generate leads, saving sales teams time and increasing productivity. However, the ethical implications of generative AI cannot be ignored, particularly in the creation of disinformation and fake news.

To sum up, generative AI is here to stay, and companies must evaluate and implement strategies swiftly. As generative AI technology advances, so do the ethical concerns surrounding its use. Therefore, it is critical for companies to proceed with caution and consider the potential consequences of implementing generative AI into their operations.

Are you already using generative AI for a more productive workflow?

What improvement do you expect from OpenAI GPT-4 in this regard? I look forward to reading your ideas in the comments to this LinkedIn post:

„GPT-4 Launches Today: The Rise of Generative AI from Neural Networks to DeepMind and OpenAI“ weiterlesen

Authenticity in Photography: Samsung’s Moon Shots Controversy and the Ethics of Synthetic Media

Side-by-side comparison of the original capture and the synthesized version
Side-by-side comparison of the original capture and the synthesized version: Generative AI technology adds texture and details on moon shots, blurring the line between real and synthesized images.

Generative AI has made waves around the world with its ability to create images, videos, and music that are indistinguishable from human-made content. But what happens when this technology is applied to photography, and the images we capture on our devices are no longer entirely real?

While Samsung claims that no overlays or texture effects are applied, a recent Reddit post suggests otherwise. The post provides evidence that Samsung’s moon shots are „fake“ and that the camera actually uses AI/ML to recover/add the texture of the moon to the images.

The use of AI in photography is not new, as many devices already use machine learning to improve image quality. But the use of generative AI to create entirely new images raises ethical questions about the authenticity of the content we capture and share – especially when the photographer is unaware that their images are being augmented with synthesized content.

What do you think about the use of generative AI in photography? Is it okay for a phone to use this technology to synthesize a photo, or is it crossing a line?

Join the conversation on LinkedIn:

Decisively Digital is the #1 Best-Selling Digital Transformation Book on Amazon

Decisively Digital is an Amazon Best Seller. Experience a completely rewired perspective on digital transformation with 'Decisively Digital', a book that intricately navigates the complexities of today's technological landscape.
Experience a completely rewired perspective on digital transformation with Decisively Digital, a book that intricately navigates the complexities of today’s technological landscape.

It’s been an incredible start to the year, and I’m overjoyed to announce that my book, Decisively Digital, has reached a significant milestone. It has risen to become the #1 bestselling book in the computer and technology industry on Amazon. This achievement is not only a personal victory but a reflection of the growing interest and need for knowledge in the field of digital transformation.

Navigating Digital Transformation with Decisively Digital

When I embarked on the journey of writing Decisively Digital, I was driven by a strong belief in the power of digital transformation. I was eager to share my wealth of knowledge and first-hand experience on how organizations, regardless of size or industry, can leverage digital technologies to drive growth and achieve unprecedented success.

I had the unique opportunity to conduct insightful interviews with thought leaders across industries, delving deep into the strategies and methodologies that have propelled them to the forefront of digital innovation. These conversations weren’t just enlightening, they were transformative, providing a holistic view of digital transformation that goes beyond the surface layers.

Empowering Readers in the Digital Age: A Rewired Approach

My vision for Decisively Digital has always been clear: to serve as a beacon of knowledge and inspiration for readers seeking to navigate the complexities of the digital age. The book is designed to empower you, giving you the tools and insights you need to harness the full potential of technology for your business or organization, effectively rewiring your approach to digital challenges.

As we stand at the crossroads of a digital revolution, Decisively Digital aims to be more than just a book. It is a guide, a companion, and a catalyst for change, encouraging readers to embrace digital transformation and drive innovation within their own spheres of influence. With a rewired mindset, you can unlock unprecedented opportunities and forge ahead confidently in this ever-evolving digital landscape.

A heartfelt thank you

I am deeply grateful for the overwhelming support that Decisively Digital has received. This accomplishment is not mine alone; it is a testament to the power of community, collaboration, and the indomitable spirit of innovation that resides within all of us.

I extend my heartfelt thanks to every reader, supporter, and advocate of Decisively Digital. It is your belief in the book’s message, and your commitment to advancing digital transformation, that has brought us to this remarkable milestone.

Join the Digital Transformation Movement

As we celebrate this achievement, I invite you to spread the word about Decisively Digital. Share your thoughts, experiences, and insights with the broader community. Together, we can continue to foster a culture of innovation, learning, and transformative growth.

Feel free to share this post, recommend the book to your network, and engage in conversations about digital transformation. Let’s continue to empower and inspire each other on this journey to a digitally savvy future:

Join the #bookaweekchallenge for a Chance to win a copy of Decisively Digital

Join the #bookaweekchallenge with 7 days of Decisively Digital
Join the #bookaweekchallenge with 7 days of Decisively Digital

My book Decisively Digital: From Creating a Culture to Designing Strategy (➡️Amazon) is guest at Christina Stathopoulos and her #bookaweekchallenge on LinkedIn. Join Christina as she reflects on her journey through the book with several LinkedIn posts.

Christina’s posts can be found further down this blog along with a variety of interesting comments and opinions. Feel free to join the discussion on LinkedIn! You also have the chance to participate in our raffle and win one of three copies of Decisively Digital! Good luck!

Now I’ll turn it over to Christina, who kicks off the challenge with the following introduction to Decisively Digital (day 1):

No one can argue that today’s business landscape is DIGITAL, you’ve got to stay ahead of the curve or you’ll quickly fall behind. It’s Digital or… Disappear.

Jam-packed with insights, this book includes 24 interviews with leaders of the digital revolution covering:

💻 Digital Culture & Modern Work (day 2)
📊 Data Democracy & Analytics (day 3)
☁️ Big Data Processing & Cloud Computing (day 4)
🤖 Artificial Intelligence (day 5)
📳 Process Automation, Blockchain & IoT (day 6)

Plus:

💡 Wrap-up and Raffle (day 7)
🎁 Announcement of Winners (day 8)

Day 1: 🚀 Introduction to Decisively Digital

Day 2: 💻 Digital Culture & Modern Work

„Join the #bookaweekchallenge for a Chance to win a copy of Decisively Digital“ weiterlesen

Thank you fellow Microsofties, Merry Christmas and a Happy New Year 2022

Alexander Loth's Microsoft Achievements: the book Decisively Digital with a personal note from Satya Nadella
Alexander Loth’s Microsoft Achievements: the book Decisively Digital with a personal note from Satya Nadella

As we approach the end of 2021, I would like to take a moment to reflect on the incredible achievements we’ve made at Microsoft and to extend my heartfelt gratitude to my fellow Microsofties.

❤ My dear fellow Microsofties, I have learned a lot from you and would like to thank you for the great teamwork, it was a lot of fun! This year I was able to achieve an incredible amount thanks to your support and the omnipresent growth mindset at Microsoft.

Key Milestones and Microsoft Achievements

🔬 Mixed Reality for Life Sciences: This year, we elevated mixed reality for our life sciences customers like Ottobock, making the world more inclusive and healthier.

📚 Literary Accomplishments: As you may know, I love to write. I was able to finish two book projects: for the book Decisively Digital, I interviewed 24 thought leaders on Digital Transformation. We also finished the German-language book Datenvisualisierung mit Power BI.

🎓 Technical Leadership Development Program (TLDP): Graduating from TLDP, a sort of tech MBA, was a fantastic experience, enhancing my next-gen tech focus.

👾 Microsoft Global Hackathon Award: Together with over 40 colleagues, we won an award at Microsoft Global Hackathon, the world’s largest privately-organized hackathon. Patent pending!

🐦 15,000 Followers on Twitter: Reaching this significant milestone reflects not only my journey in data and digital strategy but also the power of community engagement. Catch up on my journey to 15k Twitter followers here.

Stay Connected: Follow Me for More Insights

Keep up with my insights and adventures in the tech world by following me on Twitter and LinkedIn.

🎄 Now it’s really time for some reflective days. Merry Christmas and a Happy New Year to all of you! I’m sure 2022 will be a blast…