Practically Intelligent cover image

Practically Intelligent

E6: AI Ethics, Data Governance, & Training Challenges with Giada Pistilli

Oct 19, 2023
Giada Pistilli, Principal Ethicist at Huggingface, discusses AI ethics and data governance. Topics include training data inconsistencies, potential biases in AI, ethical training guidelines, 'moral charter' in AI models, and hazards of 'Ethics Shopping'.
51:48

Episode guests

Podcast summary created with Snipd AI

Quick takeaways

  • Importance of ethical training guidelines and alignment principles in AI models.
  • Significance of transparency, open collaboration, and ongoing research to address biases in multi-modal models.

Deep dives

Key Takeaways from Building and Training LLMs

During the discussion, Jata Pastili, the principal ethicist at Huggingface, highlighted the key takeaways from their experience in building and training LLMs, particularly focusing on fairness and ethics. They emphasized the importance of showcasing the possibility of creating large language models in a responsible and inclusive manner. This involved gathering multilingual datasets and employing a strong data governance process to ensure responsible data collection. They also highlighted the significance of transparency and open collaboration in the process, allowing diverse perspectives to be heard and considered.

Get the Snipd
podcast app

Unlock the knowledge in podcasts with the podcast player of the future.
App store bannerPlay store banner

AI-powered
podcast player

Listen to all your favourite podcasts with AI-powered features

Discover
highlights

Listen to the best highlights from the podcasts you love and dive into the full episode

Save any
moment

Hear something you like? Tap your headphones to save it with AI-generated key takeaways

Share
& Export

Send highlights to Twitter, WhatsApp or export them to Notion, Readwise & more

AI-powered
podcast player

Listen to all your favourite podcasts with AI-powered features

Discover
highlights

Listen to the best highlights from the podcasts you love and dive into the full episode