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cover of episode Solving Real User Problems With Generative AI: Slack’s Jackie Rocca

Solving Real User Problems With Generative AI: Slack’s Jackie Rocca

2024/4/2
logo of podcast Me, Myself, and AI

Me, Myself, and AI

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Jackie Rocca: 我负责Slack的AI产品,我们致力于利用AI解决用户长期面临的难题,例如信息过载和查找企业内部知识。我们采取了从用户痛点出发,利用技术解决问题的方法,而不是反过来。我们已经推出了频道摘要、线程摘要和搜索答案等功能,帮助用户快速获取信息。我们注重用户体验,确保AI功能易于使用且不会造成干扰。我们还非常重视数据安全,所有数据都存储在Slack的虚拟专用云中,不会泄露到外部。我们团队由一群对AI充满热情的人组成,最初在业余时间进行原型开发,后来组建成一个正式的团队。我们正在评估各种模型,包括预训练模型、内部机器学习模型和开源模型,并确保数据安全。未来,我们将继续迭代现有功能,并根据用户反馈和行业发展调整路线图。 Sam Ransbotham & Shervin Khodabandeh: 我们与Jackie Rocca讨论了生成式AI在Slack中的应用,以及如何解决用户在信息过载和知识查找方面的痛点。我们探讨了Slack AI的产品原则,例如‘不要让我思考’和‘原型路径’,以及如何平衡产品上市速度和用户体验。我们还讨论了AI在团队协作中的作用,以及如何利用AI提升生产力。此外,我们还探讨了AI技术在数据安全和隐私保护方面的挑战和应对措施。

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Jackie Rocca discusses the potential of generative AI to improve collaboration at work, focusing on how Slack is integrating AI to address common user challenges such as information overload and prioritization.

Shownotes Transcript

Like many product leaders in the technology space, Jackie Rocca took a somewhat circuitous path to that role. After beginning her career in management consulting with Bain, she earned her MBA at Stanford and then worked at Google, where she helped launch YouTube TV. Now, she serves as vice president of product at Slack, where she focuses on the collaboration platform’s Slack AI product.

As a product leader, Jackie had continually heard from users that they were experiencing a common challenge: It was a struggle to keep up with the pace of information and prioritize where to focus their attention and energy. So she looked to AI as a potential source of solutions and is now leading a team that’s focused on launching AI-driven features to address user pain points. The Slack AI team’s work is already helping customers take advantage of the wealth of knowledge within Slack exchanges by providing features such as channel recaps, thread summaries, and the ability to ask questions to surface information that’s embedded within conversations.

On this episode, Jackie describes how her team approaches new product design in the generative AI space and offers up some predictions for what lies ahead. Read the episode transcript here).

Guest bio

Jackie Rocca is vice president of product at Slack. In that role, she oversees the vision and execution of Slack AI, which brings generative AI natively and securely into the collaboration platform’s user experience. Rocca has delivered on a number of AI initiatives in her five years with the company and is now on a mission to help customers further accelerate their productivity and get even more value out of their conversations, data, and collective knowledge.

Before joining Slack, Rocca spent more than six years as a product manager at Google, where she helped launch and grow YouTube TV.

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 Alanna Hooper.

Stay in touch with us by joining our LinkedIn group, AI for Leaders at mitsmr.com/AIforLeaders) or by following Me, Myself, and AI on LinkedIn).

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