Logical reasoning is important and a missing part to attain truly advanced AI. I am not sure current Neurosymbolic approaches will get us there. I am more optimistic about biologically inspired approaches that look to the role of our own brains for the solution.
RESEARCH
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Do You Need Deep AI Knowledge To Use AI Tools?
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By that thinking, somebody driving a car should not be called a driver if they don't know how the 10.000 parts in the engine works? These seems like a limting way to view the world pal.
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Podcast Episode: AI Research and Products with Dynamic Web Paige
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New podcast episode: From @Microsoft @github to @GoogleDeepMind – @DynamicWebPaige on AI Research and Products Some of the topics we discussed in this episode: – Paige emphasizes the transformative power of technology to make experiences once exclusive to the ultra-wealthy
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AI Co-founder’s Vision: Using Artificial Intelligence for Good
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"What can AI do to help people?” A simple yet profound question from @drfeifei
’s mother changed the course of her career. Read more about our co-founder's journey and vision for AI as a force for good via @WSJ
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Cornell researchers address AI model updating challenges
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no but I know some people at Cornell have been working on the updating problem: http://
arxiv.org/abs/2307.10323 -
DALL·E 3 Limitations: Spatial Awareness, Text Generation, Hallucinations
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While undoubtedly impressive, it's crucial to remain aware of DALL·E 3's limitations. The image generation model still struggles with spatial awareness, exact text generation in images, and the captioner is known to hallucinate – or invent – details that are absent in the image.
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Human captions improve AI training through synthetic data generation
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The training involved human writers crafting detailed captions, harmonizing subject and context. This change reduced caption 'noise', enhancing training accuracy. But more importantly, they used these human data to train a captioner model to create synthetic data!
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OpenAI DALL·E 3: Advanced AI Art Generation with Synthetic Data
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Experience the blend of art and technology with OpenAI's DALL·E 3, an upgrade from DALL·E 2, with an improvement driven by the use of synthetic data!
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DALL·E 3’s Secret: Dynamic Focus on Image Captions
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The secret behind the ingenuity of DALL·E 3 is its dynamic focus: it emphasizes the image captions. This positions it in a unique space, enabling it to interpret both the image and the narrative directive behind it.
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Researchers Working on Unsolved AI Challenge
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yeah we don't know how to do this yet but people are working on it: https://
arxiv.org/abs/2202.05262