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Copyright, AI, and Provenance

O'Reilly Media

Generative AI stretches our current copyright law in unforeseen and uncomfortable ways. In the US, the Copyright Office has issued guidance stating that the output of image-generating AI isn’t copyrightable, unless human creativity has gone into the prompts that generated the output. This distinction is attractive for several reasons.

AI 99
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Best practices to build generative AI applications on AWS

AWS Machine Learning Blog

Generative AI applications driven by foundational models (FMs) are enabling organizations with significant business value in customer experience, productivity, process optimization, and innovations. In this post, we explore different approaches you can take when building applications that use generative AI.

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Child support systems modernization: The time is now

IBM Journey to AI blog

Asset Analysis Renovation Catalyst (AARC): This tool automatically extracts business rules from application source code and generates a knowledge model that can be deployed into a rules engine such as Operational Decision Manager (ODM).

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Modernizing child support enforcement with IBM and AWS

IBM Journey to AI blog

IBM Consulting Cloud Accelerator (ICCA) recommends client journeys without deep engineering knowledge, covering execution and modernization steps that take a workload from a source to a cloud destination.

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The Hallucination Problem of Large Language Models

Mlearning.ai

When Contextual Knowledge Conflicts with the Parameteric Knowledge : Models have been shown to prioritize the parametric knowledge (acquired during pre-training) over the contextual knowledge which leads to hallucinations. WRITER at MLearning.ai // AI Video // Multimodal Machine Learning Mlearning.ai

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Commonsense Reasoning for Natural Language Processing

Probably Approximately a Scientific Blog

In the last 5 years, popular media has made it seem that AI is nearly if not already solved by deep learning, with reports on super-human performance on speech recognition, image captioning, and object recognition. COMET has been used successfully in various downstream tasks requiring commonsense knowledge.