The Stack Overflow Podcast Boots on the ground: Holistic AI and Audioshake at HumanX
Apr 1, 2025
Raj Patel, the Head of AI Transformation at Holistic AI, specializes in AI governance, while Jessica Powell contributes her expertise at Audioshake, an AI-driven audio technology company. They dive into the critical importance of AI governance, addressing trust issues and the need for transparency in adopting AI technologies. The conversation touches on the nuances of audio manipulation and the intricate challenges of sound separation, showcasing how AI can revolutionize creative processes in music and beyond.
AI Snips
Chapters
Transcript
Episode notes
Holistic AI Governance
- Holistic AI governance considers risk appetite from the board down to AI deployers.
- It aims to empower safe AI scaling by addressing trust and visibility.
AI Trust and Scaling Challenges
- Many use AI, but few trust it due to factors beyond hallucinations, like interpretability.
- Scaling AI faces roadblocks such as unclear ROI and interdepartmental collaboration.
RAG and Interpretability
- Retrieval Augmented Generation (RAG) helps understand AI interpretability but isn't a complete solution.
- Issues like tokenization and attention mechanisms still affect output and require further work.