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The semiconductor industry is on the cusp of an AI revolution, yet significant barriers persist, particularly around data provenance and liability. While Generative AI (GenAI) technologies have transformed software development, their adoption in semiconductor design is hindered by the industry's unique challenges—such as highly protected intellectual property (IP) and the extraordinary costs associated with errors.
This presentation will explore the emerging role of GenAI in semiconductor and embedded systems design, focusing on the critical issues of data provenance, quality, and traceability in training internal AI models. These factors are essential to ensure model reproducibility, reliability, and accountability, as well as to mitigate risks and foster trust in AI adoption.
Additionally, we will introduce IP Lifecycle Management (IPLM) as a robust framework for managing and tracking the IPs used in AI training, paving the way for innovative applications in semiconductor design.
Attendees will gain insights into:
- Challenges and potential pitfalls in training AI models with sensitive data.
- How to establish a secure, compliant, and controlled approach to training AI models.
- Best practices for implementing traceable data governance through IPLM.
Presenters
Vishal Moondhra
Vishal Moondhra is the VP of Solutions Engineering for Perforce IPLM. He has over 20 years of experience in Digital Design and Verification.
Vishal has an impressive resume of engineering and senior management positions including innovative startups like LGT and Montalvo, and large multinationals such as Intel and Sun. In 2008, Vishal co-founded Missing Link Tools, which built the industry's first comprehensive Design Verification management solution, bringing together all aspects of verification management into a single platform. Missing Link was acquired by Methodics Inc. in 2012 and by Perforce in 2020.
Vishal is dedicated to helping users get the most out of Perforce IPLM through comprehensive webinars and continual product updates. He is a recognized expert in his field and often speaks to the current challenges in semiconductor design.