Artwork

Nội dung được cung cấp bởi Dan Turchin. Tất cả nội dung podcast bao gồm các tập, đồ họa và mô tả podcast đều được Dan Turchin hoặc đối tác nền tảng podcast của họ tải lên và cung cấp trực tiếp. Nếu bạn cho rằng ai đó đang sử dụng tác phẩm có bản quyền của bạn mà không có sự cho phép của bạn, bạn có thể làm theo quy trình được nêu ở đây https://vi.player.fm/legal.
Player FM - Ứng dụng Podcast
Chuyển sang chế độ ngoại tuyến với ứng dụng Player FM !

Amr Awadallah, CEO of Vectara and co-founder of Cloudera, discusses the future of AI search

36:34
 
Chia sẻ
 

Manage episode 383567411 series 2986762
Nội dung được cung cấp bởi Dan Turchin. Tất cả nội dung podcast bao gồm các tập, đồ họa và mô tả podcast đều được Dan Turchin hoặc đối tác nền tảng podcast của họ tải lên và cung cấp trực tiếp. Nếu bạn cho rằng ai đó đang sử dụng tác phẩm có bản quyền của bạn mà không có sự cho phép của bạn, bạn có thể làm theo quy trình được nêu ở đây https://vi.player.fm/legal.

Amr and I met on a genAI panel and everything he said was both insightful and contrarian. Immediately, I knew I wanted to introduce him to you. Amr is a legend in the search space who, by the way, also founded Cloudera which went public in 2017 at a valuation of over $5B.

Dr. Amr Awadallah is a luminary in the world of information retrieval. He's the CEO and cofounder of Vectara, a company that is revolutionizing how we find meaning across all languages of the world using the latest advances in Deep Neural Networks, Large Language Models, and Natural Language Processing. He previously served as VP of Developer Relations for Google Cloud. Prior to joining Google in Nov 2019, Amr co-founded Cloudera in 2008 and as Global CTO. He also served as vice president of product intelligence engineering at Yahoo! from 2000-2008. Amr received his PhD in EE from Stanford University, and his Bachelor and Masters Degrees from Cairo University, Egypt.

Listen and learn...

  1. How Amr discovered the power of "talking to software" via LLMs while at Google
  2. About the history of new computing modalities
  3. About the current state of generative AI
  4. The technical explanation for hallucination in LLMs
  5. How do we mitigate bias in LLM models and prevent copyright infringement
  6. Why a semantic understanding of queries is the next frontier in search
  7. The challenge faced by search providers of making money incorporating ads into LLM-based answers
  8. How "grounded search" will fix the hallucination problem
  9. What is a "fact" in the era of ChatGPT?
  10. How long before we have "antivirus sofware for fact-checking" genAI propaganda
  11. How should AI be regulated... and who is responsible for AI regulation
  12. The next big idea in genAI Amr and I are ready to fund
  13. Amr's advice to entrepreneurs... and to himself

References in this episode...

  1. Eric Olson, Consensus CEO, on AI and the Future of Work
  2. D Das, Sorcero CEO, on AI and the Future of Work
  3. Seth Earley, Earley Information Science, on AI and the Future of Work
  4. ChatGPT for searching scientific papers
  continue reading

249 tập

Artwork
iconChia sẻ
 
Manage episode 383567411 series 2986762
Nội dung được cung cấp bởi Dan Turchin. Tất cả nội dung podcast bao gồm các tập, đồ họa và mô tả podcast đều được Dan Turchin hoặc đối tác nền tảng podcast của họ tải lên và cung cấp trực tiếp. Nếu bạn cho rằng ai đó đang sử dụng tác phẩm có bản quyền của bạn mà không có sự cho phép của bạn, bạn có thể làm theo quy trình được nêu ở đây https://vi.player.fm/legal.

Amr and I met on a genAI panel and everything he said was both insightful and contrarian. Immediately, I knew I wanted to introduce him to you. Amr is a legend in the search space who, by the way, also founded Cloudera which went public in 2017 at a valuation of over $5B.

Dr. Amr Awadallah is a luminary in the world of information retrieval. He's the CEO and cofounder of Vectara, a company that is revolutionizing how we find meaning across all languages of the world using the latest advances in Deep Neural Networks, Large Language Models, and Natural Language Processing. He previously served as VP of Developer Relations for Google Cloud. Prior to joining Google in Nov 2019, Amr co-founded Cloudera in 2008 and as Global CTO. He also served as vice president of product intelligence engineering at Yahoo! from 2000-2008. Amr received his PhD in EE from Stanford University, and his Bachelor and Masters Degrees from Cairo University, Egypt.

Listen and learn...

  1. How Amr discovered the power of "talking to software" via LLMs while at Google
  2. About the history of new computing modalities
  3. About the current state of generative AI
  4. The technical explanation for hallucination in LLMs
  5. How do we mitigate bias in LLM models and prevent copyright infringement
  6. Why a semantic understanding of queries is the next frontier in search
  7. The challenge faced by search providers of making money incorporating ads into LLM-based answers
  8. How "grounded search" will fix the hallucination problem
  9. What is a "fact" in the era of ChatGPT?
  10. How long before we have "antivirus sofware for fact-checking" genAI propaganda
  11. How should AI be regulated... and who is responsible for AI regulation
  12. The next big idea in genAI Amr and I are ready to fund
  13. Amr's advice to entrepreneurs... and to himself

References in this episode...

  1. Eric Olson, Consensus CEO, on AI and the Future of Work
  2. D Das, Sorcero CEO, on AI and the Future of Work
  3. Seth Earley, Earley Information Science, on AI and the Future of Work
  4. ChatGPT for searching scientific papers
  continue reading

249 tập

Όλα τα επεισόδια

×
 
Loading …

Chào mừng bạn đến với Player FM!

Player FM đang quét trang web để tìm các podcast chất lượng cao cho bạn thưởng thức ngay bây giờ. Đây là ứng dụng podcast tốt nhất và hoạt động trên Android, iPhone và web. Đăng ký để đồng bộ các theo dõi trên tất cả thiết bị.

 

Hướng dẫn sử dụng nhanh