Company
Date Published
Author
Jeff Toffoli
Word count
345
Language
English
Hacker News points
None

Summary

Clarifai's Release 6.2 introduces a range of innovative tools and enhancements designed to expand AI capabilities within their platform, including advanced model and workflow design tools that facilitate the creation and networking of taxonomies through a Knowledge Graph and concept relations. The new Model Mode allows users to leverage Clarifai's extensive model library or build custom models, offering flexibility in designing AI solutions that require a combination of machine learning and fixed function models. For users prioritizing accuracy and customization, the platform provides prebuilt models with fast training times that can be further adapted through deep training to incorporate new features into workflows. Workflow graphs enable the linking of model outputs to subsequent model inputs, facilitating the development of targeted AI solutions, while the Knowledge Graph offers a structured way to map custom concepts to a shared set of concepts, enhancing interoperability across models through hierarchical relationships based on hypernyms, hyponyms, and synonyms.