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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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Copyright, AI, and Provenance

O'Reilly Media

Any of these prompts might generate book sales—but whether or not sales result, they will have expanded my knowledge. Models that are trained on a wide variety of sources are a good; that good is transformative and should be protected.

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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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Commonsense Reasoning for Natural Language Processing

Probably Approximately a Scientific Blog

COMET has been used successfully in various downstream tasks requiring commonsense knowledge. Models trained on ATOMIC or on ConceptNet are available, and the demo for both ATOMIC and COMET can be found here. There is also a Visual COMET that can generate inferences from images.

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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.

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Best practices to build generative AI applications on AWS

AWS Machine Learning Blog

The automated data processing and API calling also enables FM to deliver updated, tailored answers and perform actual tasks by using proprietary knowledge. Developers can now focus on their core applications rather than routine plumbing.