OpenAI's chatbot, ChatGPT, debuted in November and has quickly become a viral sensation. And having seen its capabilities -- producing cogent and creative writing based on user prompts -- everyone from venture capital luminaries to my buddies at the bar seem to be saying the same thing: this is about to put knowledge workers like me out of a job. After all, Microsoft announced a multiyear, multi-billion dollar investment in OpenAI this week. So for this week's newsletter, I put the A.I. tool to the test. Keep in mind, ChatGPT warns you off the bat that it "may occasionally generate incorrect information" and "may produce harmful instructions or biased content."

As the breakout success of OpenAI's ChatGPT triggers a tsunami of excitement over artificial intelligence, Microsoft Corp. is positioning itself at the forefront of what some see as the next wave of technological innovation.

Originally published on Towards AI. Prophecies of the third AI winter early in 2022 -- or AI hitting a wall -- aged fast and poorly with DALL·E 2's announcement in April 2022, followed by many more text-to-image applications largely driven by Diffusion Models, a very productive area for Computer Vision research and beyond. The year 2022 in AI was defined by a strong upward trend. Moreover, large Language Models proved to be an even more fertile area with several papers significantly expanding on their capabilities: Retrieval Augmentation, Chain-of-Thought prompting, Mathematical Reasoning, Reasoning Bootstrapping. Language Models research is far from over.

Everybody seems to be enthralled with ChatGPT and the technology is indeed impressive. The chatbot is passing all kinds of graduate level exams, and educational institutions are rushing to devise policies to prevent students from cheating on assessments using the program. ChatGPT can even write scientific abstracts and research papers that fool scientists into thinking that they are real reports. Some users, however, have reported that the chatbot cited non-existent academic journal articles as source material. Amidst all this buzz, we recently conducted our own simple and non-iterative queries to test how the program fares with written texts, which are bread-and-butter products for the communications and PR industry. We noticed that prompts generated texts that included a few paragraphs at most and were short on e.g., persuasive arguments or supporting evidence.

Last year saw a remarkable series of advancements in artificial intelligence (AI). The latest image generation models, such as DALL-E, Midjourney, and Stable Diffusion, demonstrated unprecedented capabilities in creating highly realistic and stylistically diverse images. And ChatGPT captured the broader public's interest as it pushed the boundaries of what was previously thought possible in natural language processing. The potential of these technologies is vast, with the ability to revolutionize various industries such as education, health care, and the creative arts. However, alongside these benefits, it is important to consider the potential negative consequences and ethical dilemmas that may arise from their use.

The OpenAI chatbot ChatGPT has brought in a revolution of sorts in the world of technology. There is of course the looming threat on jobs, especially those of writers and artists, but there are also concerns over the manner in which artificial intelligence (AI) is getting integrated with the daily lives of people. Despite this, there has been a marked interest in ChatGPT alternatives. Interestingly, some of these are way better than OpenAI's chatbot. AI chatbots such as ChatGPT and its alternatives are neural language models based on the Transformer architecture.

AI has been hitting the headlines recently, with generative AI, in particular, generating a great deal of interest. Two tools - the large language model chatbot ChatGPT and image generator Dall-E - have caused a big stir since launching as public betas in recent months. These can be thought of as the current cutting-edge, public-facing applications of AI. However, as they are both free to use, their creator – AI research organization OpenAI – has been open about the fact that in order to be sustainable, they will have to start making money at some point. When it comes to commercializing AI technology today, businesses are generally following one of two strategies.

Google's AI tool Sparrow is a new generation of language models aiming to improve the capabilities of current models like ChatGPT. It is designed to be more efficient and accurate than previous models, with the ability to understand and respond to natural language input in a more human-like manner. OpenAI's ChatGPT language model is facing competition from Google's subsidiary, DeepMind, which plans to release a competing chatbot that offers improved safety features. It has the potential to replace current AI tools like ChatGPT, which is widely used for natural language processing tasks such as language translation, text generation, and chatbot development. ChatGPT is a large language model developed by OpenAI. It is trained on a wide range of internet text, allowing it to generate natural responses to various prompts.

Buzzfeed shares jumped on Thursday on reports of a deal with Meta Platforms Inc and plans to use artificial intelligence to personalize and enhance the digital media firm's online quizzes and content. The stock was 19% higher in extended trading, after more than doubling in value earlier in the day as a Wall Street Journal report said it would use ChatGPT creator OpenAI for its content. Shares of BuzzFeed Inc jumped on Thursday on reports of a deal with Meta Platforms Inc and plans to use artificial intelligence to personalize and enhance the digital media firm's online quizzes and content.

Microsoft plans to make OpenAI's generative AI technology such as ChatGPT available to billions of users by integrating it into all of its products, CEO Satya Nadella said this week. That means that ChatGPT's ability to generate text through short prompts is likely on its way to the Office 365 product suite, including Microsoft Word, PowerPoint and Outlook. Using OpenAI's models, Microsoft Word's autocomplete and autocorrect features could carry out more advanced tasks than style and grammar correction and generate longer chunks of text based on a few words. Though the company hasn't announced any specific features yet, users could potentially be able to input prompts and generate complete PowerPoint presentations and emails. These kinds of features could help Microsoft attract younger users. While Microsoft Office 365 has been a de facto standard for millions of enterprises, analysts say the tech giant has fallen behind in attracting those who gravitate toward collaborative-first products like Google Docs and Sheets.