Remove 2017 Remove Computer Vision Remove Knowledge Model
article thumbnail

Best practices to build generative AI applications on AWS

AWS Machine Learning Blog

Launched in 2017, Amazon SageMaker is a fully managed service that makes it straightforward to build, train, and deploy ML models. The automated data processing and API calling also enables FM to deliver updated, tailored answers and perform actual tasks by using proprietary knowledge.

article thumbnail

Commonsense Reasoning for Natural Language Processing

Probably Approximately a Scientific Blog

Figure 1: adversarial examples in computer vision (left) and natural language processing tasks (right). Machine learning models today perform reasonably well on perception tasks (image and speech recognition). The model scores each candidate answer according to the scores of the inference rules used to get from the context (e.g.