LEADER 04953nim a22005657i 4500001 17144094 005 20240429162349.0 006 m o h 007 sz zunnnnnuneu 007 cr nnannnuuuuu 008 240401s2024 xx nnnn o z n eng d 035 (OCoLC)on1428415414 040 ORMDA |beng |erda |epn |cORMDA |dOCLCO 024 8 0790145727251 037 0790145727251 |bO'Reilly Media 050 4 Q335 245 00 Generative AI in the real world : |bcompeting in a generative world with Justin Norman. 246 3 Generative artificial intelligence in the real world 250 [First edition]. 264 1 [Place of publication not identified] : |bO'Reilly Media, Inc., |c2024. 300 1 online resource (1 sound file (37 min.)) 306 003700 336 spoken word |bspw |2rdacontent 337 computer |bc |2rdamedia 338 online resource |bcr |2rdacarrier 344 digital |2rdatr 347 audio file |2rdaft 380 Instructional films |2lcgft 506 Access restricted by licensing agreement. 511 0 Ben Lorica, Justin Norman. 520 Justin Norman, author of Product Management for AI and co-founder of Vera, a startup focused on security for generative AI, talks with Ben Lorica about how product management has changed since Generative AI came on the scene. He discusses the issues retrieval-augmented generation (RAG) raises for product management; how reliability has become part of a product's value; how companies that have lagged in their adoption of AI can use generative AI as a way to catch up; and the ability of open source AI in helping smaller companies compete with more established companies. About the Generative AI in the Real World podcast: In 2023, ChatGPT put AI on everyone's agenda. In 2024, the challenge will be turning those agendas into reality. In Generative AI in the Real World, Ben Lorica interviews leaders who are building with AI. Learn from their experience to help put AI to work in your enterprise. Points of Interest 0:00: You wrote Product Management for AI back in 2020 and 2021. How have things changed for product managers since then? 3:04: Do companies that lead with operations and infrastructure for traditional AI maintain an advantage with Generative AI? Or does Generative AI allow companies that are just starting to catch up? 5:09: Can new companies use open source to compete with established companies? Can open source help capture value as well as larger proprietary models? 6:08: What do product managers struggle with when implementing RAG? What's the relationship between fine-tuning and RAG? 10:58: RAG gives you value out of the box, but the key to success is how the data is organized. 13:57: Are VCs underinvesting in certain parts of the pipeline? There is lots of investment in AI, but not as much investment in startups working on necessary technologies like ETL and data engineering. 16:31: Why is reliability important for generative AI? How is generative AI different from other applications that we're familiar with, and what implications does this have for product management? 21:03: Are enterprises realizing that efficiency is important for succeeding with generative AI? 23:44: We're familiar with dashboards for monitoring and managing traditional software products. What would you imagine a dashboard for generative AI models to be? What do you need to be monitoring? 28:49: Very few developers working in machine learning have also done frontend development or worked on user experience (UX). However, understanding user interaction can help you to improve your model. 30:44: You're working with the father of digital forensics, Hany Farid. Should we be worried about DeepFakes?. 588 Online resource; title from title details screen (O'Reilly, viewed March 5, 2024). 590 Access is available to the Yale community. 650 0 Artificial intelligence. |0http://id.loc.gov/authorities/subjects/sh85008180 650 7 artificial intelligence. |2aat 655 7 Instructional films. |2lcgft |0http://id.loc.gov/authorities/genreForms/gf2011026333 655 7 Nonfiction films. |2lcgft |0http://id.loc.gov/authorities/genreForms/gf2011026423 655 7 Internet videos. |2lcgft |0http://id.loc.gov/authorities/genreForms/gf2011026337 655 7 Audiobooks. |2lcgft |0http://id.loc.gov/authorities/genreForms/gf2011026063 700 1 Lorica, Ben, |ehost. 700 1 Norman, Justin, |epresenter. 730 0 O'Reilly Safari. |gOCLC KB. 852 80 |byulint |hNone |zOnline resource 852 80 |zOnline resource 856 40 |yStreaming audio |uhttps://go.oreilly.com/yale-university/library/view/-/0790145727251/?ar 901 Q335 902 Yale Internet Resource |bYale Internet Resource >> None|DELIM|17020856 905 online resource 907 2024-04-29T16:23:49.000Z 946 DO NOT EDIT. DO NOT EXPORT.