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cover of episode EP 521: Why Artificial Useful Intelligence (AUI) Matters More Than AGI

EP 521: Why Artificial Useful Intelligence (AUI) Matters More Than AGI

2025/5/8
logo of podcast Everyday AI Podcast – An AI and ChatGPT Podcast

Everyday AI Podcast – An AI and ChatGPT Podcast

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Ruchir Puri
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Ruchir Puri: 我认为与其关注人工通用智能(AGI),不如关注人工实用智能(AUI)。AGI的定义模糊且不断变化,而AUI关注的是技术在日常生活和企业中的实际应用。我们应该关注技术的有用性,即其自动化能力和对日常任务的帮助。IBM的重点是开发有用的AI技术,例如软件工程代理,它可以自动修复软件错误并提高开发人员的生产力。此外,AI还可以用于自动修复安全漏洞,降低风险。 对于企业领导者而言,重要的是要对AI进行教育,制定AI战略,并确保员工具备必要的技能。我们正处于重新定义未来工作方式的关键时期,AI将成为提高生产力的重要工具,而不是取代人类工作。 未来,智能系统将从前馈系统转变为反馈系统,能够自我迭代和改进,并根据需要调用合适的工具。这种能力对于解决复杂问题至关重要,例如将火箭送上月球。 Jordan Wilson: 在讨论中,我主要负责引导话题,提出问题,并与Ruchir Puri就人工通用智能(AGI)与人工实用智能(AUI)的比较,以及人工智能在日常工作和商业中的应用进行探讨。我关注的是人工智能技术如何改变人类的工作方式,以及企业领导者应该如何应对这些变化。

Deep Dive

Shownotes Transcript

Maybe we should just skip the whole AGI thing? And instead focus on something ..... useful?Ruchir Puri thinks that's the way forward. Ruchir, IBM Research & IBM Fellow, knows a thing or two about AI and how to make it useful. For decades, he's helped develop the world's biggest AI breakthroughs, like IBM Watson. Don't miss this convo if you're ready to make AI a bit more useful. 

Newsletter: Sign up for our free daily newsletter)**More on this Episode: **Episode Page)**Join the discussion: **Thoughts on this? Join the conversation)Upcoming Episodes: Check out the upcoming Everyday AI Livestream lineup)Website: YourEverydayAI.com)Email The Show: [email protected])**Connect with Jordan on **LinkedIn)

Topics Covered in This Episode:

  • Allocation of AGI Focus vs. AUI (Artificial Useful Intelligence)
  • Ruchir Puri’s Background in Automation and AI at IBM
  • Discussion of AGI’s Unclear Definition and Historical Milestones (Deep Blue and Watson)
  • Breakdown of Intelligence into IQ, EQ, and RQ
  • Emphasis on AUI’s Practical Uses in Daily Life and Business
  • Evolution of Human Work Due to AI Advancements
  • IBM's Software Engineering Agent for Developer Productivity
  • Importance of Feedback Systems and Intelligent Agents
  • Steps for Business Leaders: Education, Strategy, and Skill Development

**Timestamps:**00:00 Everyday AI Podcast & Newsletter

03:57 Debating AGI and Scaremongering

09:31 Evolution of Knowledge Work

10:47 Seamless Language Generation's Impact

13:57 AI's Growing Reasoning Abilities

19:18 "Software's Dominance and Developer Focus"

22:22 AI Solutions for Cybersecurity Challenges

26:40 ChatGPT Struggles with Math

29:32 Preparing Human Skills for AI's Rise

30:35 "Embrace and Strategize with AI"

34:00 "Subscribe for Daily AI Insights"

**Keywords:**artificial intelligence, AI podcast, large language models, LLMs, artificial general intelligence, AGI, artificial useful intelligence, AUI, IBM, AI in business, AI strategy, AI implementation, machine learning, deep blue, jeopardy, Watson, Granite models, reasoning AI, agentic AI, AI in software development, AI tools, AI automation, generative AI, EQ, RQ, IQ, AI reasoning, AI technology, AI in careers, AI and human skills, AI in enterprises.

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