Revolutionizing Industries: IBM THINK 2023 and the Possibilities of AI
- AI is a rapidly developing technology with immense potential to revolutionize many industries
- IBM THINK 2023 was a conference centered around AI, and Senior Vice President and Director of Research at IBM Dr. Dario Gil discussed the possibilities this technology brings
- He encourages people to become AI value creators by using Watsonx, an integrated data and AI platform that consists of three primary parts: Watsonx.data, Watsonx.ai, and Watsonx.governance
- Through this platform, users can bring their own data and AI models to train, validate, tune, and deploy traditional machine learning models while also having control over the governing data and AI models
- With it, users can create their own models that will become their most valuable asset.
IBM Watson Revolutionizes AI Workflow with Comprehensive Governance and Tuning Features
- IBM Watson provides a comprehensive AI workflow which includes data provenance, categorization, filtering, annotating, versioning and tagging
- Training models with computing resources across the hybrid cloud
- Tokenization of the data according to model requirements
- Extensive set of benchmarks to evaluate model quality across multiple metrics
- Model cards for each model to list details
- Watsonx governance combining data cards with model cards to form fact sheets
- Tuning models to adapt them for new downstream tasks
- Accessing open and private business proprietary data.
IBMs Watsonx Drives Innovation and Model Scalability Across Industries
- Watsonx allows users to move from data to a model that is trusted, governed, deployed and ready to serve, as well as scale the model across different applications
- Watsonx’s governance continuously monitors and updates models in both data and AI
- Watsonx has developed over 20 models across various modalities such as language, code, geospatial and chemistry
- IBM products such as NLPlibrary and Red Hat’s Ansible Automation Platform have integrated these models
- SAP has also partnered with Watsonx to infuse foundation models into their solutions
- The open AI community is further driving value creation through its innovations and models
- To maximize innovation potential, Watsonx has announced a partnership with Hugging Face.
Revolutionizing Business Intelligence with IBM Watsonx
- IBM Watsonx is a platform designed to enable an end-to-end foundation model creation workflow
- It supports data, model architectures, computing infrastructure, and models
- It is also integrated with the open source community Hugging Face
- Customers like SAP, BBVA, Moderna, NASA and Wix are using Watsonx to power their digital assistants, enterprise data, medicinal predictions and customer care insights.
Exploring the Benefits of AI in a Responsible Manner: IBMs Role
- AI is transforming technology
- IBM has released a variety of tools to aid in this transformation, like Watsonx and IBM models
- Organizations can create their own models with the data model factory and hybrid technologies
- It is important to act quickly and responsibly, embracing the open AI community and governing AI data carefully.