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A Generative AI Upped Worker Productivity and Satisfaction—and the Lowest-Skilled Benefited Most
Since OpenAI’s release of ChatGPT last November, the buzz around generative AI has been steadily ramping up. Some are excited about its potential to transform the way we work, create, and live, while others are wary of the dangers it poses and the nefarious ways it can be used. We know that programs like Midjourney, DALL-E, and GPT-4 are enabling millions of people to generate images and text, but not many studies have dug into the impact these tools are having, be it positive or negative. One such study was released this month. Titled “Generative AI at Work,” the paper, by teams from Stanford and...
Artificial Intelligence, Democracy, & the Future of Civilization | Yoshua Bengio & Yuval Noah Harari
What does the future of Artificial Intelligence (AI) look like and how will it impact democracy and society? This question was explored by Prof.Yoshua Bengio, pioneer AI developer and Turing Award winner, and Prof. Yuval Noah Harari, bestselling author and historian – in a live discussion moderated by political journalist Vassy Kapelos. Recorded on May 24 2023, as part of the C2 Montreal conference, presented by Mila - Quebec Artificial Intelligence Institute. Professor Yoshua Bengio is recognized as one of the leading pioneers in AI research and development - known for his prestigious work in the field of deep learning....
'Show Your Working': ChatGPT Performance Doubled w/ Process Rewards (+Synthetic Data Event Horizon)
I have not only read the Let's Verify step by Step paper released less than 24 hours ago, I have combed the release notes and appendix, read most of the linked papers and done my own tests. It's true, performance is massively boosted, and not just for mathematics but science and other domains too. I'll show you comparisons with GPT 3 and PaLM 2, and demonstrate that new records are coming soon. I will also cover the 'synthetic data event horizon' and what might have gone into GPT 4's training. I'll show you how PRM works vs ORM, and why...
Risks of Artificial Intelligence & Shifting Goal Definitions | The Great Simplification
The development of artificial intelligence poses potential risks to society and requires a shift in goal definitions, consideration of the motivational landscape, and wisdom to prevent self-extinction and promote sustainability On this episode, Daniel Schmachtenberger returns to discuss a surprisingly overlooked risk to our global systems and planetary stability: artificial intelligence. Through a systems perspective, Daniel and Nate piece together the biophysical history that has led humans to this point, heading towards (and beyond) numerous planetary boundaries and facing geopolitical risks all with existential consequences. Questions to inspire discussion What are the potential risks of artificial intelligence? —The potential risks...
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