I appreciate the opportunity to speak with an actual journalist (
@karanhm134
) about my experience finding a fabricated quote attributed to me in what turned out to be a fully fabricated (using the Gemini system) "news" article — and the broader implications of these practices:
RESEARCH
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AI-Generated Fake News: Fabricated Quotes and Ethical Implications
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Future Of Generative AI: 6 Key Predictions
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The Future Of Generative AI: 6 Predictions Everyone Should Know About Generative AI is an utterly transformative technology that is already impacting how organizations and individuals work. https://
forbes.com/sites/bernardm
arr/2024/03/05/the-future-of-generative-ai-6-predictions-everyone-should-know-about/
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Future of Generative AI: 6 Key Predictions
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The Future of Generative AI: 6 Key Predictions https://
youtube.com/watch?v=jJ2VFE
sJijk
… The journey with generative AI is one of opportunity, complexity, and ethical navigation. #GenerativeAI #FutureTrends #BernardMarr #AIInnovation #TechEthics -
Open Source AIs Gaming Standard LLM Benchmark Tests
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We really need better benchmarks for LLMs. This paper shows that open source AIs can successfully guess the answer to standard multiple choice tests used to measure AI… even if they aren’t given the question! That suggests these tests aren’t that useful https://
arxiv.org/pdf/2402.12483
.pdf
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AI Crowds Match Human Forecasters in Predicting Future Events
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Two key things in this paper:
1) The finding: “Crowds” of AIs match or exceed crowds of human forecasters in their ability to predict future events
2) The context: @PTetlock & co-authors are experts on forecasting. More social scientists should experiment with LLMs in their field -
Stable Diffusion 3 MMDiT Architecture Enhances Text Understanding
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(3/3) Our new Multimodal Diffusion Transformer (MMDiT) architecture uses separate sets of weights for image and language representations, which improves text understanding and spelling capabilities compared to previous versions of SD3. Read the full blog post and access the
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Stable Diffusion 3 Research Paper Released
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(1/3) Today, we're publishing our research paper that dives into the underlying technology powering Stable Diffusion 3. Prompt: A beautiful painting of flowing colors and styles forming the words “The SD3 research paper is here!”, the background is speckled with drops and
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Discrepancy between cited and reported accuracy metrics
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Ty for rerunning! Curious btw they cite 84.9 in the release, why is it 82.9 here under “Original”? Maybe you know more about the subtleties here
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Statistical Methods Detect Unusual Text Without Awareness Testing
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I did not exactly explain the effect, just pointing out that very simple statistical measures are sufficient to pick out unusual text, and some kind of "awareness of being tested" is not necessarily indicated
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LLMs vs Image Generators: Understanding Distinct Capabilities
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AI image generators, and their errors, tell you very little about LLMs & their capabilities. When you ask ChatGPT or Bard to produce an image, the LLM is just writing prompts (often inexpertly) and those prompts are then processed separately by the relatively dumb image makers.