Gradient Dissent: Conversations on AI
The Power of AI in Search with You.com's Richard Socher
Episode guests
Podcast summary created with Snipd AI
Quick takeaways
- Advanced language models like GPT-4 are transforming search engines and changing the way we interact with digital platforms.
- Integrating AI into search functionality presents practical applications and challenges, with potential ethical considerations and future implications.
Deep dives
Overview of Richard's Career and Early Work in Deep Learning and Language Models
Richard Socher, the CEO of U.com and former Chief Scientist of Salesforce, discusses his career and early work in deep learning and language models. He shares how he combined math and languages in his studies and began doing research at Stanford when Andrew Ng discovered deep learning. Richard explains his interest in applying deep learning to natural language processing and the challenges he faced with traditional feature engineering methods. He talks about his work on building word vectors and creating a model that mapped sentences and images into the same vector space. Richard also discusses his experience teaching neural nets for NLP and the founding of Madam Mind, a startup aimed at making it easy to train neural nets for organizations.
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