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The role of AI in product development | Ryan J. Salva (VP of Product at GitHub, Copilot)

2022-09-04 · 65 min · 27 entities

episode page audio

Asserted relationships

  • → references Features product
    0.77
    evidence rules-v4
    Link in episode "The role of AI in product development | Ryan J. Salva (VP of Product at GitHub, Copilot)": https://github.com/features/copilot
  • 0.77
    evidence rules-v4
    Link in episode "The role of AI in product development | Ryan J. Salva (VP of Product at GitHub, Copilot)": https://amazon.com/Make-So-Interaction-Lessons-Science/dp/1933820985
  • 0.77
    evidence rules-v4
    Link in episode "The role of AI in product development | Ryan J. Salva (VP of Product at GitHub, Copilot)": https://amazon.com/Brief-Interviews-Hideous-Foster-Wallace/dp/0316925195
  • → hosted by Lenny Rachitsky person
    0.55
    evidence rules-v4
    Feed author/publisher: Lenny Rachitsky
  • → discusses Technology company
    0.40
    evidence rules-v4
    Feed category: Technology
  • → discusses Business concept
    0.40
    evidence rules-v4
    Feed category: Business
  • → discusses Entrepreneurship concept
    0.40
    evidence rules-v4
    Feed category: Entrepreneurship
  • → references penname.co website
    0.38
    evidence rules-v4
    Link in episode "The role of AI in product development | Ryan J. Salva (VP of Product at GitHub, Copilot)": https://penname.co/
  • → references amplitude.com website
    0.38
    evidence rules-v4
    Link in episode "The role of AI in product development | Ryan J. Salva (VP of Product at GitHub, Copilot)": https://amplitude.com/
  • → references moderntreasury.com website
    0.38
    evidence rules-v4
    Link in episode "The role of AI in product development | Ryan J. Salva (VP of Product at GitHub, Copilot)": https://moderntreasury.com/
  • → references ryanjsalva.com website
    0.38
    evidence rules-v4
    Link in episode "The role of AI in product development | Ryan J. Salva (VP of Product at GitHub, Copilot)": http://ryanjsalva.com/
  • → references thememorypalace.us website
    0.38
    evidence rules-v4
    Link in episode "The role of AI in product development | Ryan J. Salva (VP of Product at GitHub, Copilot)": https://thememorypalace.us/
  • 0.38
    evidence rules-v4
    Link in episode "The role of AI in product development | Ryan J. Salva (VP of Product at GitHub, Copilot)": https://hulu.com/movie/arrival-6ec67b11-b282-4383-85ac-38c4731b40e4

Entities found in this episode

websites 12

  • mentioned penname.co website
    0.45
    evidence rules-v4
    Link in episode "The role of AI in product development | Ryan J. Salva (VP of Product at GitHub, Copilot)": https://penname.co/
  • mentioned amplitude.com website
    0.45
    evidence rules-v4
    Link in episode "The role of AI in product development | Ryan J. Salva (VP of Product at GitHub, Copilot)": https://amplitude.com/
  • mentioned moderntreasury.com website
    0.45
    evidence rules-v4
    Link in episode "The role of AI in product development | Ryan J. Salva (VP of Product at GitHub, Copilot)": https://moderntreasury.com/
  • mentioned ryanjsalva.com website
    0.45
    evidence rules-v4
    Link in episode "The role of AI in product development | Ryan J. Salva (VP of Product at GitHub, Copilot)": http://ryanjsalva.com/
  • mentioned thememorypalace.us website
    0.45
    evidence rules-v4
    Link in episode "The role of AI in product development | Ryan J. Salva (VP of Product at GitHub, Copilot)": https://thememorypalace.us/
  • 0.45
    evidence rules-v4
    Link in episode "The role of AI in product development | Ryan J. Salva (VP of Product at GitHub, Copilot)": https://hulu.com/movie/arrival-6ec67b11-b282-4383-85ac-38c4731b40e4
  • references penname.co website
    0.38
    evidence rules-v4
    Link in episode "The role of AI in product development | Ryan J. Salva (VP of Product at GitHub, Copilot)": https://penname.co/
  • references amplitude.com website
    0.38
    evidence rules-v4
    Link in episode "The role of AI in product development | Ryan J. Salva (VP of Product at GitHub, Copilot)": https://amplitude.com/
  • references moderntreasury.com website
    0.38
    evidence rules-v4
    Link in episode "The role of AI in product development | Ryan J. Salva (VP of Product at GitHub, Copilot)": https://moderntreasury.com/
  • references ryanjsalva.com website
    0.38
    evidence rules-v4
    Link in episode "The role of AI in product development | Ryan J. Salva (VP of Product at GitHub, Copilot)": http://ryanjsalva.com/
  • references thememorypalace.us website
    0.38
    evidence rules-v4
    Link in episode "The role of AI in product development | Ryan J. Salva (VP of Product at GitHub, Copilot)": https://thememorypalace.us/
  • 0.38
    evidence rules-v4
    Link in episode "The role of AI in product development | Ryan J. Salva (VP of Product at GitHub, Copilot)": https://hulu.com/movie/arrival-6ec67b11-b282-4383-85ac-38c4731b40e4

concepts 5

  • mentioned Business concept
    0.50
    evidence rules-v4
    Feed category: Business
  • mentioned Entrepreneurship concept
    0.50
    evidence rules-v4
    Feed category: Entrepreneurship
  • 0.42
    evidence rules-v4
    The role of AI in product development | Ryan J. Salva (VP of Product at GitHub, Copilot)
  • discusses Business concept
    0.40
    evidence rules-v4
    Feed category: Business
  • discusses Entrepreneurship concept
    0.40
    evidence rules-v4
    Feed category: Entrepreneurship

books 4

  • 0.90
    evidence rules-v4
    Link in episode "The role of AI in product development | Ryan J. Salva (VP of Product at GitHub, Copilot)": https://amazon.com/Make-So-Interaction-Lessons-Science/dp/1933820985
  • 0.90
    evidence rules-v4
    Link in episode "The role of AI in product development | Ryan J. Salva (VP of Product at GitHub, Copilot)": https://amazon.com/Brief-Interviews-Hideous-Foster-Wallace/dp/0316925195
  • 0.77
    evidence rules-v4
    Link in episode "The role of AI in product development | Ryan J. Salva (VP of Product at GitHub, Copilot)": https://amazon.com/Make-So-Interaction-Lessons-Science/dp/1933820985
  • 0.77
    evidence rules-v4
    Link in episode "The role of AI in product development | Ryan J. Salva (VP of Product at GitHub, Copilot)": https://amazon.com/Brief-Interviews-Hideous-Foster-Wallace/dp/0316925195

products 2

  • mentioned Features product
    0.90
    evidence rules-v4
    Link in episode "The role of AI in product development | Ryan J. Salva (VP of Product at GitHub, Copilot)": https://github.com/features/copilot
  • references Features product
    0.77
    evidence rules-v4
    Link in episode "The role of AI in product development | Ryan J. Salva (VP of Product at GitHub, Copilot)": https://github.com/features/copilot

persons 2

  • mentioned Lenny Rachitsky person
    0.70
    evidence rules-v4
    Feed author/publisher: Lenny Rachitsky
  • hosted by Lenny Rachitsky person
    0.55
    evidence rules-v4
    Feed author/publisher: Lenny Rachitsky

companys 2

  • mentioned Technology company
    0.50
    evidence rules-v4
    Feed category: Technology
  • discusses Technology company
    0.40
    evidence rules-v4
    Feed category: Technology
Episode description as stored
Ryan J. Salva is the VP of Product at GitHub, where he led the incubation and launch of Copilot. Copilot uses OpenAI’s ML engine to suggest code and entire functions in real time, right from your editor, and is changing the way we build software. Ryan is an experienced developer and product manager, with over a decade of experience working for Microsoft before moving to lead the GitHub product team. In today’s episode, he shares how Copilot got its start, how it moved from prototype to live product, and how he structures R&D teams within larger companies. He also discusses the ethical questions surrounding AI use and how to build a successful product team, and shares the inside story of the development of Copilot. — Find the full transcript here: https://www.lennyspodcast.com/the-role-of-ai-in-new-product-development-ryan-j-salva-vp-of-product-at-github-copilot/#transcript — Where to find Ryan J. Salva: • Twitter: https://twitter.com/ryanjsalva • LinkedIn : https://www.linkedin.com/in/ryanjsalva/ • Website: http://www.ryanjsalva.com/ — Where to find Lenny: • Newsletter: https://www.lennysnewsletter.com • Twitter: https://twitter.com/lennysan • LinkedIn: https://www.linkedin.com/in/lennyrachitsky/ — Thank you to our wonderful sponsors for making this episode possible: • Amplitude: https://amplitude.com/ • Athletic Greens: https://athleticgreens.com/lenny • Modern Treasury: https://www.moderntreasury.com/ — Referenced: • GitHub Copilot: https://github.com/features/copilot • Make It So: Interaction Design Lessons from Science Fiction : https://www.amazon.com/Make-So-Interaction-Lessons-Science/dp/1933820985 • Brief Interviews with Hideous Men : https://www.amazon.com/Brief-Interviews-Hideous-Foster-Wallace/dp/0316925195 • The Memory Palace podcast: https://thememorypalace.us/ • Arrival : https://www.hulu.com/movie/arrival-6ec67b11-b282-4383-85ac-38c4731b40e4 • Oege De Moor’s LinkedIn:  https://www.linkedin.com/in/oegedemoor/ — In this episode, we cover: [04:39] Ryan’s background and how he became involved in development [10:46] What is GitHub Copilot? [14:44] How GitHub Copilot can be utilized for education [17:46] How GitHub incorporated AI models with computer languages [27:24] Project horizons: delegating tasks based on confidence levels [30:39] How to put together a development team for “moonshots” [35:22] When and how to transition your R&D team smoothly [38:28] Dealing with ethical issues surrounding AI [44:40] The future of AI in development [48:48] Challenges with scaling Copilot [54:23] Allocating your energy as products scale [58:17] Lightning round  — Production and marketing:   https://penname.co/ This is a public episode. If you'd like to discuss this with other subscribers or get access to bonus episodes, visit www.lennysnewsletter.com/subscribe