Welcome to the latest edition of the ‚Data & AI Digest‘, where we voyage through the cascading waves of data and AI innovations. This edition is brimming with fresh advancements, critical discussions, and a sprinkle of controversy that showcases the dynamic nature of our field. Let’s delve into the highlights:
[Generative AI] OpenAI’s DALL-E 3 Revolution: OpenAI unveils the third iteration of its acclaimed DALL-E visual art platform. Experience enhanced contextual understanding, seamless ChatGPT integration, and bolstered security in this generative marvel: Dive deeper.
[Microsoft] AI Integration in Windows 11: Microsoft introduces Copilot, bringing the prowess of GPT-4 to Windows 11. Engage with this new AI assistant across various applications and discover Bing’s support for DALL.E 3: Explore Copilot.
[ChatGPT] Internet-Savvy ChatGPT: OpenAI supercharges ChatGPT with real-time internet scanning capabilities, ensuring your interactions are backed by the most recent information. Discover the new browsing rules ensuring respectful web interaction: Unveil the update.
[Finance AI] Morgan Stanley’s Wealth Management AI: In collaboration with OpenAI, Morgan Stanley is launching a generative AI chatbot aimed at revolutionizing wealth management. Explore this new virtual assistant’s journey from conception to deployment: Read more.
[Meta] AI-Powered Creativity Unleashed: Meta unfolds new AI experiences across its app ecosystem. Dive into the AI-powered assistants, characters, and creative tools enriching digital interactions: Discover more.
[Artistic Stand] AI Image Generation Sparks Debate: Chinese artists rally against a major social media platform over AI-generated imagery concerns. Uncover the discourse between creativity and AI: Join the discussion.
[Google] Privacy-Forward AI Training: Google unveils an opt-out feature for publishers wary of contributing to AI training datasets. Explore the implications for data privacy and AI development: Learn more.
[Amazon] Generative AI on Amazon Bedrock: AWS heralds a new era of generative AI innovation with the rollout of Amazon Bedrock. Uncover the powerful new offerings accelerating the AI frontier: Explore Bedrock.
If you found value in this edition, share the knowledge with colleagues and friends. For those keen on diving deeper into discussions and networking, the LinkedIn Data & AI Hub awaits your insights. Until the next issue, where we’ll venture further into the data and AI cosmos, thank you for your continued support and curiosity.
Today marks my 4-year anniversary at Microsoft. Reflecting on this milestone, I’m filled with gratitude for a year that has been the most turbulent and exhilarating of my career. The integration of AI into our products has been groundbreaking, and the velocity of development has been extraordinary. Here’s a look back at last year’s achievements.
The Year of AI: A Game Changer for Microsoft
AI Integration Across Products: This year, AI has found its way into almost every product, transforming the way we work, interact, and innovate. The collaboration with OpenAI has brought additional excitement and potential to our AI initiatives.
The Rise of Generative AI: Microsoft’s partnership with OpenAI focuses on democratizing AI models like GPT and DALL-E. We’ve already integrated GPT into Power BI and are actively developing integrations across products, including Outlook, PowerPoint, Excel, Word, and Teams. Read more about The Rise of Generative AI here.
Looking Forward: Embracing the Future with a Growth Mindset
The people around me have made this journey truly special. From motivating work to a team I love and leadership I respect, the human aspect has been the cornerstone of my Microsoft experience. The future holds exciting challenges, and it’s the wisdom, creativity, and passion of our team that fills me with optimism.
I’m sure the coming years will continue to be fast-paced, filled with innovation and growth. With an extraordinary team by my side, I look forward to embracing the challenges and joys ahead.
Stay Connected: Follow Me for More Insights on Microsoft, AI, and Power BI
The experiences we’ve shared have shaped me, and I’m grateful for every moment. I invite you to join our ongoing conversation about AI, digital transformation, Power BI, and more. Follow me on Twitter and LinkedIn, and let’s continue learning together.
I’m overjoyed to share an exciting milestone in my journey as a digital strategist and data scientist: myLinkedIn account has now reached a milestone of 30,000 followers! This achievement is more than just a number – it symbolizes a thriving community of enthusiasts passionate about data, AI, and digital transformation. The icing on the cake? Being recognized as a LinkedIn Top Voice in AI, an accolade that underscores my commitment to this fascinating field.
The surge in followers came on the heels of my inspiring ACM talk onGenerative AI—a topic that captivates and challenges the norms of technology and creativity. This talk was more than a presentation of the work of our Microsoft AI For Good Lab; it was an invitation to explore the endless possibilities that AI brings to our world.
I cannot express enough gratitude for the overwhelming response to my book 📘Decisively Digital (➡️ Amazon). Each page was crafted with the intent to guide, enlighten, and inspire. Your support and feedback have been pivotal in its success.
What makes this journey truly remarkable is you – my followers, peers, and fellow enthusiasts. Our shared passion for data, AI, and digital technology has created a unique and vibrant community. Engaging with you, sharing insights, and learning from your perspectives has been one of the most rewarding aspects of my career.
One of the most exciting initiatives has been the #datamustread book club. Witnessing your engagement, the dynamic discussions, and how we are collectively uncovering the potential of data and analytics to shape our world is nothing short of inspiring.
As LinkedIn’s Top Voice in AI, I look forward to continuing our journey of discovery and discussion. Your thoughts, ideas and contributions are the lifeblood of this community. Let’s keep the momentum going and dive deeper into the realms of AI and digital innovation.
Thank you, each and every one of you, for your unwavering support and enthusiasm. Together, let’s take the road to the next 30,000 followers and beyond, making every step a leap toward a more informed, innovative, and inspired digital world.
Following the talk, I was inspired by a conversation to leverage the power of GPT-4 and create an automatically generated summary of the Microsoft Teams transcript. This approach not only streamlines information sharing but also showcases the practical applications of advanced AI technology.
Below, I will share the key insights generated by GPT-4 and also include some captivating images from the event:
Decisively Digital: AI’s Impact on Society
In my talk, I drew inspiration from my book Decisively Digital, which discusses the impact of AI on society. I shared about the innovative projects underway at Microsoft’s AI for Good Lab. In light of GPT-4’s recent launch, I also highlighted our mission to leverage technology to benefit humanity.
By harnessing Generative AI, we can stimulate the creation of innovative ideas and accelerate the pace of advancement. This cutting-edge technology is already transforming industries by streamlining drug development, expediting material design, and inspiring novel hypotheses. AI’s ability to identify patterns in vast datasets empowers humans to uncover insights that might have gone unnoticed.
Generative AI can Augment our Thinking
For instance, researchers have employed machine learning to predict chemical combinations with the potential to improve car batteries, ultimately identifying promising candidates for real-world testing. AI can efficiently sift through and analyze extensive information from diverse sources, filtering, grouping, and prioritizing relevant data. It can also generate knowledge graphs that reveal associations between seemingly unrelated data points, which can be invaluable for drug research, discovering novel therapies, and minimizing side effects.
„Now is the time to explore how Generative AI can augment our thinking and facilitate more meaningful interactions with others.“
At the AI for Good Lab, we are currently employing satellite imagery and generative AI models for damage assessment in Ukraine, with similar initiatives taking place in Turkey and Syria for earthquake relief. In the United States, our focus is on healthcare, specifically addressing discrepancies and imbalances through AI-driven analysis.
Our commitment to diversity and inclusion centers on fostering digital equality by expanding broadband access, facilitating high-speed internet availability, and promoting digital skills development. Additionally, we are dedicated to reducing carbon footprints and preserving biodiversity. For example, we collaborate with the NOAH organization to identify whales using AI technology and have developed an election propaganda index to expose the influence of fake news. Promising initial experiments using GPT-4 showcase its potential for fake news detection.
ChatGPT will be Empowered to Perform Real-time Website Crawling
While ChatGPT currently cannot crawl websites directly, it is built upon a training set of crawled data up to September 2021. In the near future, the integration of plugins will empower ChatGPT to perform real-time website crawling, enhancing its ability to deliver relevant, up-to-date information, and sophisticated mathematics. This same training set serves as the foundation for the GPT-4 model.
GPT-4 demonstrates remarkable reasoning capabilities, while Bing Chat offers valuable references for verifying news stories. AI encompasses various machine learning algorithms, including computer vision, statistical classifications, and even software that can generate source code. A notable example is the Codex model, a derivative of GPT-3, which excels at efficiently generating source code.
Microsoft has a long-standing interest in AI and is dedicated to making it accessible to a wider audience. The company’s partnership with OpenAI primarily focuses on the democratization of AI models, such as GPT and DALL-E. We have already integrated GPT-3 into Power BI and are actively developing integrations for Copilot across various products, such as Outlook, PowerPoint, Excel, Word, and Teams. Microsoft Graph is a versatile tool for accessing XML-based objects in documents and generating results using GPT algorithms.
Hardware, particularly GPUs, has played a pivotal role in the development of GPT-3. For those interested in experimenting with Generative AI on a very technical level, I recommend Stable Diffusion, which is developed by LMU Munich. GPT-3’s emergence created a buzz, quickly amassing a vast user base and surpassing the growth of services like Uber and TikTok. Sustainability remains a crucial concern, and Microsoft is striving to achieve a CO2-positive status.
Generative AI Models have garnered Criticism due to their Dual-use Nature
Despite its potential, Generative AI models such as GPT-3 have also garnered criticism due to their dual-use nature and potential negative societal repercussions. Some concerns include the possibility of automated hacking, photo manipulation and the spread of fake news (➡️ deepfake disussion on LinkedIn). To ensure responsible AI development, numerous efforts are being undertaken to minimize reported biases in the GPT models. By actively working on refining algorithms and incorporating feedback from users and experts, developers can mitigate potential risks and promote a more ethical and inclusive AI ecosystem.
Moving forward, it is essential to maintain open dialogue and collaboration between AI developers, researchers, policymakers, and users. This collaborative approach will enable us to strike a balance between harnessing the immense potential of AI technologies like GPT and ensuring the protection of society from unintended negative consequences.
GPT-3.5 closely mimics human cognition. However, GPT-4 transcends its forerunner with its remarkable reasoning capabilities and contextual understanding. GPT models leverage tokens to establish and maintain the context of the text, ensuring coherent and relevant output. The GPT-4-32K model boasts an impressive capacity to handle 32,000 tokens, allowing it to process extensive amounts of text efficiently. To preserve the context and ensure the continuity of the generated text, GPT-4 employs various strategies that adapt to different tasks and content types.
GPT-4 Features a Robust Foundation in Common Sense Reasoning
One of GPT-4’s defining features is its robust foundation in common sense reasoning. This attribute significantly contributes to its heightened intelligence, enabling the AI model to generate output that is not only coherent but also demonstrates a deep understanding of the subject matter. As GPT-4 continues to evolve and refine its capabilities, it promises to revolutionize the field of artificial intelligence, expanding the horizons of what AI models can achieve and paving the way for future breakthroughs in the realm of generative AI.
In the near future, advanced tools like ChatGPT will elucidate intricate relationships without requiring us to sift through countless websites and articles, further amplifying the transformative impact of Generative AI.
I appreciate the opportunity to share my insights at the German Chapter of the ACM.
Did you enjoy this GPT-generated Summary of my Talk?
Leveraging GPT-4 to generate a summary of my talk was an exciting experiment, and I have to admit, the results are impressive. GPT was able to provide a brief overview of the key takeaways from my talk.
Now, I would love to hear about your experiences with GPT. What are your experiences with GPT so far? Feel free to share your thoughts in the comments section of this Twitter thread or this LinkedIn post:
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:
Manage Cookie Consent
The technical storage or access is strictly necessary for the legitimate purpose of enabling the use of a specific service explicitly requested by the subscriber or user, or for the sole purpose of carrying out the transmission of a communication over an electronic communications network.
The technical storage or access is necessary for the legitimate purpose of storing preferences that are not requested by the subscriber or user.
The technical storage or access that is used exclusively for statistical purposes.The technical storage or access that is used exclusively for anonymous statistical purposes. Without a subpoena, voluntary compliance on the part of your Internet Service Provider, or additional records from a third party, information stored or retrieved for this purpose alone cannot usually be used to identify you.
The technical storage or access is required to create user profiles to send advertising, or to track the user on a website or across several websites for similar marketing purposes.