"Which means we will all hotly debate as to whether it actually achieves AGI. This implies that with a GPT-5 upgrade, generative AI may be indistinguishable from a human. Meanwhile, Chen commented that he didn't mean achieving AGI with GPT5 is a consensus belief within OpenAI, "but non-zero people there believe it will get there." The ability of an AI to learn and comprehend any task or concept that humans can is referred to as AGI, whereas AI refers to a machine that can perform specific tasks. AGI is a higher level of AI that is not restricted to specific tasks or functions.

Are tech companies moving too fast in rolling out powerful artificial intelligence technology that could one day outsmart humans? That's the conclusion of a group of prominent computer scientists and other tech industry notables such as Elon Musk and Apple co-founder Steve Wozniak who are calling for a 6-month pause to consider the risks. Their petition published Wednesday is a response to San Francisco startup OpenAI's recent release of GPT-4, a more advanced successor to its widely-used AI chatbot ChatGPT that helped spark a race among tech giants Microsoft and Google to unveil similar applications. The letter warns that AI systems with "human-competitive intelligence can pose profound risks to society and humanity" -- from flooding the internet with disinformation and automating away jobs to more catastrophic future risks out of the realms of science fiction. It says "recent months have seen AI labs locked in an out-of-control race to develop and deploy ever more powerful digital minds that no one – not even their creators – can understand, predict, or reliably control."

A new'Dream Simulator' game harnesses the power of ChatGPT to recreate people's dreams in 3D -- instantly. The PC game called Project Electric Sheep uses OpenAI's GPT-3 AI, with people typing what they dreamed about, then seeing the landscape come to life around them. A voice asks, 'What do you wish to dream about,' then the player types in their choices and the game creates the world around them in 3D in seconds. Users can move around inside their dreams using a mouse and interact and talk with the people in their dreams. Users are asked, 'What do you want to dream about?' Gadney said: 'People were stunned.

ChatGPT bans: The Italian Data Protection Authority also says that OpenAI could be fined if it doesn't make ChatGPT follow privacy laws in Italy. OpenAI says that it has stopped giving ChatGPT to users in Italy because that country is looking into the program. But the CEO of the company, Sam Altman, tweeted, "Though we think we follow all privacy laws." We of course defer to the Italian government and have ceased offering ChatGPT in Italy (though we think we are following all privacy laws). Italy is one of my favorite countries and I look forward to visiting again soon!

Self-supervised learning is a rapidly evolving field in deep learning that has shown great promise for learning useful representations from unlabeled data. It is unsupervised learning, where the goal is to learn a representation of the data that is useful for downstream tasks such as classification, object detection, or segmentation. In contrast to traditional supervised learning, where the model is trained on labeled data, self-supervised learning involves training the model on unlabeled data, using techniques such as contrastive learning or generative modeling to learn meaningful representations. In a recent study, researchers at Facebook AI and NYU demonstrated that self-supervised learning can achieve state-of-the-art results on a range of natural language processing tasks, including text classification, question answering, and machine translation. The researchers used a self-supervised pretraining approach called T5, which was trained on a massive dataset of 800 billion words.

Discussions over whether "robots" will replace people have increased since the introduction of sophisticated AI tools like ChatGPT and Google's Bard, and studies indicate that some jobs--surprisingly, some traditionally white-collar work--may be significantly impacted. Since the public release of OpenAI's ChatGPT, generative AI--a type of artificial intelligence that can produce text or other content in response to user prompts--has quickly grown in popularity. Since its November 2022 release, users have used the AI chatbot ChatGPT for a variety of tasks, including as creating programming and producing college-level essays. Once Google introduced Bard on March 21, a rival to ChatGPT and a separate entity from the company's Google search engine, the AI competition picked up steam. Over 300 million jobs, or 18% of employment worldwide, could be automated, according to a new Goldman Sachs analysis, with more developed countries being severely impacted than emerging markets.

Artificial intelligence in some shape or form has been a part of everyday life for years, but the meteoric rise of ChatGPT and the resulting aggressive development pace of conversational and generative AI models is, for the first time ever, putting the underlying technology into the hands of the general public. Even though current large language models are primarily able to guess the best-fitting next word in a sentence based on the corpus of content they were fed, CEOs, researchers and AI experts are now urging the industry to pump the brakes on training and developing models more capable than OpenAI's GPT-4. The company's latest large language model is currently available in a limited capacity for ChatGPT Plus subscribers and will soon be integrated into Microsoft productivity and security products. According to an open letter signed by influential figures like Elon Musk and Stability AI CEO Emad Mostaque, "powerful AI systems should be developed only once we are confident that their effects will be positive and their risks will be manageable." The letter was released by the Future of Life Institute, a non-governmental organization founded in 2014 by MIT professor Max Tegmark and Skype co-founder Jaan Tallinn, among others.

Join top executives in San Francisco on July 11-12, to hear how leaders are integrating and optimizing AI investments for success. It has been a challenging week for OpenAI, as calls for generative AI regulation grow louder: Today, Italy's data protection agency said it was blocking access OpenAI's popular ChatGPT chatbot and had opened a probe due to concerns about a suspected data collection breach. The agency said the restriction was temporary, until OpenAI abides by the EU's General Data Protection Regulation (GDPR) laws. A translation of the announcement said that "a data breach affecting ChatGPT users' conversations and information on payments by subscribers to the service had been reported on 20 March." It added that "no information is provided to users and data subjects whose data are collected by Open AI; more importantly, there appears to be no legal basis underpinning the massive collection and processing of personal data in order to'train' the algorithms on which the platform relies."

Last month, Microsoft fired a powerful salvo by launching Viva Sales, an application with embedded generative AI technology designed to help salespeople and sales managers draft tailored customer emails, get insights about customers and prospects, and generate recommendations and reminders. A few weeks later, Salesforce (the company) followed by launching Einstein GPT. Sales, with its unstructured, highly variable, people-driven approach, has been a laggard behind functions such as finance, logistics, and marketing when it comes to utilizing digital technologies. But now, sales is primed to quickly become a leading adopter of generative AI -- the form of artificial intelligence used by OpenAI (the company behind ChatGPT) and its competitors. AI-powered systems are on the way to becoming every salesperson's (and every sales manager's) indispensable digital assistant.

The Italian Data Protection Authority said Friday that ChatGPT was violating the European Union's strict General Data Protection Regulation (GDPR) in multiple ways, ranging from the fact that it sometimes spews out incorrect information about people, to OpenAI's failure to tell people what it's doing with their personal data. Until it can satisfy the privacy regulator that it has brought its practices into compliance with the GDPR, OpenAI now has to stop processing the personal data of people in Italy, which means the authority wants it to stop serving users there. It has 20 days to comply with the ban, or face fines that could theoretically go up to €20 million ($22 million) or 4% of global revenue, whichever is higher. OpenAI's revenues are not publicly disclosed. According to OpenAI documents seen by Fortune, the company was projected to have less than $30 million in revenues in 2022 but was forecasting revenues would grow rapidly to exceed $1 billion by 2024.