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[D] The best way to train an LLM on company data : MachineLearning

#artificialintelligence

Can these steps be done through the openai API? You only reply using JSON. Write 5 queries that will return useful data to aid you in answering the users questions "What was Apple's return compared to it's sector last month" return in JSON array with no explanations. Each query must run independently. Use the return format [{"Reason":"Why the query is useful","query":"The sql query"}] The schema is: "Reason": "Compare Apple's return to the average return of its sector last month",


Humanity is in danger if the world does not pause AI 'experiments', 1,000 experts including Elon Musk warn

#artificialintelligence

Humanity is in danger from "AI experiments" and they must be paused to ensure that we are not at risk, according to more than 1,000 experts. Researchers need to stop working on the development of new artificial intelligence systems for the next six months โ€“ and if they will not, then governments need to step in, they warned. That is the grave conclusion of a new open letter signed by experts including academics in the field and technology leaders including Elon Musk and Apple co-founder Steve Wozniak. The letter notes that the positive possibilities of AI are significant. It says that humanity "can enjoy a flourishing future" with the technology, and that we can now enjoy an "AI summer" in which we adapt to what has already been created.


The AI Interlude: Industry Leaders Call for a Moratorium on AI Development

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Today, in an open letter signed by tech industry leaders, including Elon Musk and Steve Wozniak, artificial intelligence labs have been urged to halt the development of AI systems more powerful thanโ€ฆ


Trial and Error: The Rush (and Risk) Around ChatGPT

#artificialintelligence

In a matter of months, millions of people have come to rely on ChatGPT, even though the technology, by its own makers' admission, was released while still in beta. Welcome to a longstanding practice in the tech field: the release of flawed products designed to improve as consumers use them. The approach is known as the "minimum viable product" model, and it has at least some experts worried. They contend that the potential risks--of a new AI tool that can create content almost as well as a human being can--are too great to be left to users to figure out. "There is a risk in this case," says Chris Cantarella, global sector leader of the Software practice at Korn Ferry.


Musk's proposed AI pause means China would 'race' past US with 'most powerful' tech, expert says

FOX News

'The Five' co-hosts weigh in on the creator of ChatGPT raising'major concerns' regarding the implications of how artificial intelligence could change society. Elon Musk's proposed temporary halt in AI development would give China the freedom to surpass the U.S. and develop "the most powerful tool" in the 21st century, according to an industry expert. "We need artificial intelligence to automate and manage so much of the existing technology, as well as open the ability for us to manage a significantly larger population," Sultan Meghji, a professor at Duke University's Pratt Engineering School, told Fox News Digital. "We will not be able to do that without artificial intelligence." "As we consider our global competition with the People's Republic of China and others," Meghji, who served as the first chief innovation officer for the FDIC, argued, "artificial intelligence is the most powerful tool in our toolbox, and I don't want to lose the 21st century to the Chinese."


Microsoft Sentinel -- Azure OpenAI Incident Response Playbook

#artificialintelligence

In a previous blog post, I discussed how integration of ChatGPT and Microsoft Sentinel can simplify the incident handling process. As part of my ongoing exploration of AI-driven incident handling, I recently played with Azure OpenAI and I discovered new possibilities for enhancing my previous work. I decided to integrate Azure OpenAI into my existing setup.


Elon Musk and experts say AI development should be paused immediately

#artificialintelligence

Elon Musk and a group of artificial intelligence experts are calling for a pause in the training of powerful AI systems due to the potential risks to society and humanity. The letter, issued by the non-profit Future of Life Institute and signed by more than 1,000 people, warned of potential risks to society and civilisation by human-competitive AI systems in the form of economic and political disruptions. "AI systems with human-competitive intelligence can pose profound risks to society and humanity," the letter warns. "Powerful AI systems should be developed only once we are confident that their effects will be positive and their risks will be manageable." It called for a six-month halt to the "dangerous race" to develop systems more powerful than OpenAI's newly launched GPT-4.


The Real Reason Elon Musk Wants To Pause AI Development

#artificialintelligence

Elon Musk signed an open letter on Tuesday calling for a six-month pause in the development of artificial intelligence tools like OpenAI's ChatGPT, a chatbot that's become incredibly popular since it was first made public in November. And while Musk may insist it's all about making sure the technology is safe, there's likely a much easier explanation: Musk is no longer involved in OpenAI and is frustrated he doesn't have his own version of ChatGPT yet. OpenAI was founded as a nonprofit in 2015, with Elon Musk as the public face of the organization. An article from Wired in early 2016 showed a photo of Musk with his arms crossed, giving the impression he was ready to revolutionize yet another industry. But the story behind Musk's departure from OpenAI is a interesting one, and seems like a much more logical explanation for why the billionaire CEO of several high-tech companies wants to hamper development at OpenAI.


The End of Programming Is Nigh - The New Stack

#artificialintelligence

Is the end of programming nigh? If you ask Matt Welsh, he'd say yes. As Richard McManus wrote on The New Stack, Welsh is a former professor of computer science at Harvard who spoke at a virtual meetup of the Chicago Association for Computing Machinery (ACM), explaining his thesis that ChatGPT and GitHub Copilot represent the beginning of the end of programming. Welsh joined us on The New Stack Makers to discuss his perspectives about the end of programming and answer questions about the future of computer science, distributed computing, and more. Welsh is now the founder of Fixie.ai, a platform they are building to let companies develop applications on top of large language models to extend with different capabilities. For 40 to 50 years, programming language design has had one goal.


ChatGPT and AI automation: 300 million jobs could be affected globally, says Goldman Sachs

#artificialintelligence

As many as 300 million full-time jobs around the world could be automated in some way by the newest wave of artificial intelligence that has spawned platforms like ChatGPT, according to Goldman Sachs economists. They predicted in a report Sunday that 18% of work globally could be computerized, with the effects felt more deeply in advanced economies than emerging markets. That's partly because white-collar workers are seen to be more at risk than manual laborers. Administrative workers and lawyers are expected to be most affected, the economists said, compared to the "little effect" seen on physically demanding or outdoor occupations, such as construction and repair work. In the United States and Europe, approximately two-thirds of current jobs "are exposed to some degree of AI automation," and up to a quarter of all work could be done by AI completely, the bank estimates.