Artificial General Intelligence (AGI)

The EU AI Act aims to regulate the future of artificial intelligence. It’s a bold move, but innovation thrives on freedom, not constraints. Balance is key: foster growth while ensuring ethical guidelines. #euaiact #ai #eu #future #freedom

The Future of Artificial General Intelligence (AGI) Artificial General Intelligence (AGI) represents a major leap in AI capabilities, with the potential to match and even surpass human intelligence. As AI continues to advance at a rapid pace, experts believe AGI could become a reality within the next few decades, reshaping every aspect of our lives and society. #ai #agi #future #ethic #education

AGI´s Impact on Employment Artificial general intelligence (AGI), the pursuit of creating highly autonomous systems with broad, human-like intelligence, has the potential to significantly reshape the job market and employment landscape. #agi #artificial #future #ai #artificialgeneralintelligence

The Race for AGI: OpenAI vs Gemini In the pursuit of Artificial General Intelligence (AGI), OpenAI and Gemini are emerging as key contenders, each bringing unique approaches to this ambitious goal. OpenAI, renowned for its GPT series, has consistently pushed the boundaries of what language models can achieve. Its latest iteration, GPT-4, showcases unprecedented capabilities in understanding and generating human-like text, making strides toward AGI by enhancing its contextual understanding and problem-solving skills. On the other hand, Gemini, a formidable player backed by substantial resources and cutting-edge research, is quickly gaining traction. Known for its innovative techniques in machine learning and neural networks, Gemini aims to bridge the gap between narrow AI and AGI by focusing on multi-modal learning and adaptive reasoning. Their strategy involves integrating diverse data sources and leveraging advanced algorithms to create more versatile and autonomous AI systems. The competition between OpenAI and Gemini is not just about technological superiority but also about ethical considerations and the responsible deployment of AGI. Both companies emphasize the importance of aligning AI with human values and ensuring safety mechanisms to mitigate risks associated with AGI. As the race heats up, the quest for AGI promises to transform industries, redefine human-machine interaction, and potentially unlock unprecedented advancements in various fields. The world watches keenly as OpenAI and Gemini drive forward in this exciting journey toward achieving true AGI. #agi #openai #gemini #ai

AGI Update 22.01.2024 Artificial general intelligence (#AGI) continues to advance rapidly, with major players like Meta announcing efforts to develop human-level AI. However, experts warn that while generative AI has seen huge hype and investment, the technology still faces many unsolved problems that could limit its ultimate impact. Recent models like Llama 2 and You.com show the massive scales now being used to train language models - up to 2 trillion tokens. This could exhaust the world's supply of text training data. Meanwhile, enterprises are adopting AI for search and other workflows. But biases, hallucinations, and transparency issues persist, leading Gary Marcus to predict the boom could soon end if these problems remain unfixable. Industry leaders have expressed growing discomfort too - a recent statement by 350 AI experts called risks from general AI as concerning as nuclear war and pandemics. Speculation continues around when AGI might emerge. Microsoft's everyday AI companion #Copilot reaches 5 billion chats, showing strong adoption, but also faces criticism about copyright and bias. New custom Copilot models aim to improve domain performance. Overall there is a tension between rapid progress and commercialization in narrow AI, and calls to slow down to address risks, especially from future AGI. As IMF's Gopinath notes, Adam Smith saw prosperity relying on productivity growth, which #AI promises to spur. But Smith also saw morality requiring sympathy and wisdom - qualities an "artificial hand" may lack. Regulators lag behind tech developments. With AI progress accelerating, global rules are needed to steer innovations toward benefits over harms. But fundamental questions remain around if AI can or should replicate capacities like emotion and judgment underpinning human intelligence.

The Quest for Artificial General Intelligence Of all the goals and visions for artificial intelligence (#AI), perhaps none is more ambitious than the pursuit of artificial general intelligence (#AGI). AGI refers to hypothetical AI systems that possess a comprehensive ability to understand the world, learn, reason, and apply knowledge and skills across an open-ended range of domains—essentially displaying the breadth of intellectual capacities humans exhibit. #future #technology

The key opinions - when artificial general intelligence (AGI) may be achieved: Elon Musk, Bill Gates, Nick Bostrom, and the late Stephen Hawking have expressed concerns about the risks of advanced AI, though opinions vary on the timeline. Ray Kurzweil predicts AGI could arrive by 2029 and superintelligence by 2045. The AI safety organization FLI argues more study is needed to develop safe AI. Key predictions and viewpoints: - Ray Kurzweil (Google Director of Engineering) predicts human-level AI by 2029, singularity by 2045, and superintelligence by 2049. - Elon Musk, Bill Gates, Geoffrey Hinton, Yoshua Bengio, Demis Hassabis and Sam Altman have endorsed the view that advanced AI poses existential risk and needs more attention. - Masayoshi Son, CEO of Softbank, predicts superintelligence will exceed human intellect in all domains by 2047. - The Future of Life Institute and OpenAI aim to support safe AI development given concerns expressed by figures like Musk and Hawking. - AI pioneer Herbert Simon predicted human-level AI within 20 years back in 1965, but this did not come to pass. - Microsoft's Paul Allen believed human-level AI is unlikely in the foreseeable future. In summary, expert opinions remain mixed on whether advanced AI will arrive in the coming decades. Predictions range from 2029 to after 2100. There are also differing views on whether the outcomes would be more utopian or dystopian for humanity. Ongoing research and discussion is focused on ensuring AI safety and ethics as the field continues to progress.

Meta, the company led by CEO Mark Zuckerberg, is actively developing artificial general intelligence (AGI) and has indicated that it may release it as open source software. AGI is a form of AI that is capable of understanding, learning, and applying knowledge in a way that is similar to human intelligence. Zuckerberg has stated that the long-term vision for Meta is to build AGI, open source it responsibly, and make it widely available for everyone's benefit. Meta is bringing together two of its AI research teams, FAIR (Facebook AI Research) and GenAI, to work towards this goal. The company is also working on training its next-generation model, Llama 3, and is building a massive compute infrastructure to support future AI models. This includes plans to have 350,000 H100 GPUs by the end of the year, which would amount to almost 600,000 H100 equivalents of compute. Zuckerberg has expressed that AI and the metaverse are closely linked, and he envisions smart glasses as a primary way people will interact with AI and the metaverse. He has also mentioned that Meta's approach to AGI will be to open source it as long as it is safe and responsible to do so, although he has not committed to a definitive plan for open sourcing any potential AGI developed by Meta. The move towards open sourcing AGI aligns with Meta's and Zuckerberg's advocacy for keeping AI technology open-source, which has sparked debate within the tech industry. This stance is somewhat in contrast to more secretive rivals and has led to the formation of the AI Alliance, a group launched by Meta and IBM to promote an open-source vision of AI. Zuckerberg's announcement follows a trend of tech leaders downplaying the dangers of AGI, and it comes at a time when the tech industry is hotly debating the control and accessibility of AGI technology. The decision to open source AGI is ultimately Zuckerberg's, given his voting control over Meta's stock. In summary, Meta is investing in the development of AGI with the intention of potentially open sourcing it, which would be a significant contribution to the AI ecosystem and could influence the future direction of AI development and accessibility. #agi #ai

AI & robotics briefing: Why superintelligent AI won’t sneak up on us Sudden jumps in large language models’ apparent intelligence are often a result of the way their performance is tested. Plus, a GPT-powered robot chemist designs reactions and what’s in store for AI in 2024. Sudden jumps in large language models’ apparent intelligence don’t mean that they will soon match or even exceed humans on most tasks. Signs that had been interpreted as emerging artificial general intelligence disappear when the systems are tested in different ways, reported scientists at the NeurIPS machine-learning conference in December. “Scientific study to date strongly suggests most aspects of language models are indeed predictable,” says computer scientist and study co-author Sanmi Koyejo. #ai #agi #future #humans https://lnkd.in/eJmsvQx8