In a groundbreaking collaboration, Casper Labs and IBM Consulting have joined forces to enable organizations to harness the power of blockchain technology for enhanced transparency and auditability in their AI systems. By combining Casper’s tamper-resistant ledger and IBM watsonx.governance, the partnership aims to develop a cutting-edge solution that allows organizations to govern AI training data effectively.
One of the crucial challenges in AI development is the complex process of training, developing, and deploying generative AI models. This process involves multiple organizations, from the model creator to the end-user organization, and often requires tracking, auditing, diagnosing, and remediating issues. The proposed solution built on Casper’s ledger, along with IBM watsonx.governance and watsonx.ai, provides organizations with the necessary tools to monitor and measure serialized input and output data.
Blockchain technology plays a vital role in ensuring data integrity and security. Casper’s tamper-resistant ledger serves as a documentation tool, enabling organizations to share trusted context information through metadata. By verifying changes in AI models, the solution mitigates the risk of intellectual property infringement and unnecessary data sharing across organizational boundaries.
The hybrid nature and permissioning system of the Casper Blockchain give organizations enhanced control over access to sensitive data, protecting it from external threats. Additionally, the solution supports version control, allowing organizations to revert to previous iterations of AI systems if they face performance issues or biased outputs.
Casper Labs and IBM Consulting plan to make this innovative solution available to clients in beta by the first quarter of 2024, with broader availability through various channels and the IBM Cloud Marketplace. Shyam Nagarajan, Global Partner, Blockchain and Responsible AI Leader at IBM Consulting, emphasizes the critical role of governance in AI systems, stating that an organization’s ability to govern AI ultimately determines its efficacy.
The collaborative solution aims to facilitate responsible AI deployment at scale across industries such as financial services, healthcare, and retail. Key features include a compliance dashboard for monitoring and managing AI systems, a quality control toolkit, version control capabilities, and an audit and reporting system.
By addressing the challenges of transparency, trust, and responsible governance, the collaboration between Casper Labs and IBM Consulting paves the way for organizations to harness the transformative potential of AI in a secure and responsible manner. With this innovative solution, organizations can navigate the complexities of AI development, ensuring long-term success in the AI-driven era.
The source of the article is from the blog cheap-sound.com