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cover of episode Games, Teams, and Moonshots: Google Cloud’s Will Grannis

Games, Teams, and Moonshots: Google Cloud’s Will Grannis

2021/3/30
logo of podcast Me, Myself, and AI

Me, Myself, and AI

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Sam Ransbotham
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Shervin Khodabandeh
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Will Grannis
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Will Grannis: 我对技术的热爱始于童年时期的游戏,这为我后来的职业发展奠定了基础。在Google Cloud,我们注重将商业问题视为游戏,明确目标函数,并通过关注用户、10倍思考和快速原型设计等方法进行创新。成功的AI应用需要扎实的数据基础和完善的数据处理流程,更重要的是准确定义问题。Google内部的创新框架强调用户至上,大胆设想(10X)和快速原型设计。我们通过一系列小目标(roof shots)最终实现大目标(moonshots)。在与客户的合作中,我们注重跨部门协作,并从不同视角寻找突破性想法。在使用AI的过程中,我们需谨慎对待机器生成的自然语言反馈,并始终坚持负责任的AI原则。 Sam Ransbotham: Will Grannis的观点强调了关注业务问题和影响的重要性,以及采取渐进式而非一蹴而就的策略。他提出的‘屋顶计划’和‘登月计划’的比喻非常贴切,说明了创新过程中的循序渐进。 Shervin Khodabandeh: Will Grannis 强调了团队协作的重要性,真正的团队协作需要团队成员之间紧密联系,彼此依赖,共同成就目标。游戏中的目标函数与商业问题中的目标函数具有相似性,都需要明确定义。高质量的数据对于机器学习的成功至关重要。

Deep Dive

Chapters
Will Grannis discusses his journey from gaming to leading Google Cloud's CTO Office, emphasizing the importance of problem definition in AI and the relevance of gaming principles to business scenarios.

Shownotes Transcript

Will Grannis discovered his love for technology playing Tron and Oregon Trail as a child. After attending West Point and The Wharton School at the University of Pennsylvania, he translated his passion for game theory into an aptitude for solving problems for companies, a central component of his role as founder and leader of the Office of the CTO at Google Cloud. Will leads a team of customer-facing technology leaders who, while tasked with bringing machine learning solutions to market, approach their projects with a user-first mindset, ensuring that they first identify the problem to be solved.

Will makes it clear that great ideas don’t only come from the obvious subject-area experts in the room; diverse perspectives, coupled with a codified approach to innovation, lead to the best ideas. The collaboration principles and processes Google Cloud relies on can be applied at other organizations across industries. Read the episode transcript here).

Read more about our show and follow along with the series at https://sloanreview.mit.edu/audio-series/me-myself-and-ai).

Me, Myself, and AI is a collaborative podcast from MIT Sloan Management Review and Boston Consulting Group and is hosted by Sam Ransbotham and Shervin Khodabandeh. Our engineer is David Lishansky, and the coordinating producers are Allison Ryder and Sophie Rüdinger.

Your reviews are essential to the success of Me, Myself, and AI. For a limited time, we’re offering a free download of MIT SMR’s best articles on artificial intelligence to listeners who review the show. Send a screenshot of your review to [email protected]) to receive the download.

Guest bio: Will Grannis is the founder and leader of Google Cloud’s CTO Office, a team of senior engineers whose mission is to foster collaborative innovation between Google and its largest customers. Prior to joining Google in 2015, Grannis spent the last two decades as an entrepreneur, enterprise technology executive, and investor, building and scaling technical platforms that today power commerce, transportation, and the public sector. He’s been a developer, product manager, CTO, SVP of Engineering, and CEO, building a wide variety of platforms and teams along the way.

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