Indeed, in most stories that people shared, there were instances in which the technology spewed misinformation or otherwise failed. My favorite: architect Nidhi Hegde fed Midjourney an image of a rock & asked it to “make the rock gold.” It spit out a golden torso of @TheRock
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@_karenhao
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Midjourney AI Misinterprets Rock Image as The Rock
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ChatGPT language bias: English accurate, Portuguese misleading
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A subtler example: Telmo Gomes, an IoT expert, found that while ChatGPT gave him great answers in English, it gave completely misleading ones to the same question in Portuguese. Importantly, with his existing knowledge, he could identify which ones to consider or discard.
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Generative AI enhances existing skills rather than providing new knowledge
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As @mmitchell_ai said to me, in the best applications of generative AI that she has seen, the tools are not informing people about what they don’t know but helping them do what they do better.
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Generative AI Tools Boost Productivity Across Professional Fields
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We spoke to several individuals—architects, software engineers, finance and IT professionals—who all use generative AI tools like ChatGPT, Copilot & Midjourney to spark new ideas & boost productivity. The tools play an assistive role—the humans choose when and when not to listen.
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Domain Experts Successfully Deploy ChatGPT Despite Microsoft’s Bing Integration Issues
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Microsoft’s misadventures integrating ChatGPT with Bing have highlighted critical shortcomings with generative AI. But people across industries are still finding ways to use the technology safely & effectively. The key: they’re experts in their domain.
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ChatGPT Limits on Politically Sensitive Topics to Prevent Toxicity
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Meanwhile, ChatGPT's outputs will be limited in a different way — OpenAI designed it to avoid politically sensitive topics like race in an effort to prevent it from spewing toxic comments.
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Baidu’s chatbot faces censorship and labeling requirements in China
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Of course, Baidu's chatbot outputs will be heavily limited by state censorship—and will fall under China's new rules for "deep synthesis," which requires the labeling of such outputs that could be misconstrued as real. The US doesn't have equivalent rules.
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Baidu’s ChatGPT Built on ERNIE Bilingual Model Advantage
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Another thing to watch for: Baidu will be building its ChatGPT atop its ERNIE model, which is bilingual (English & Chinese). ChatGPT can also handle different languages as a byproduct of its training data, but Baidu has more experience designing for this explicitly.
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Search Engines Lack Deep Learning Conversational Chat Integration
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Yes, very aware that all of the search engines have been using deep learning. But none of the major ones have yet to integrate a deep-learning-based conversational chat interface, which is what many are calling the next generation of search technology. That’s what I mean.