New season, new episodes, new guests.
The AI revolution demands a new level of strategic foresight.
This season, we're exploring decision intelligence, a crucial framework for navigating this complex landscape.
We'll focus on how this interdisciplinary field empowers you to make data-driven decisions while upholding ethical standards and responsible practices.
We’ll cover the essential skills for leading AI projects, designing effective metrics, and implementing robust safety nets to mitigate threats.
Join us as we explore how to harness the power of AI while ensuring it serves your organization and society responsibly.
Are we truly understanding the layers of AI beyond the hype?
Episode 2, season 3
In today’s episode, we discuss:
Guan Seng Khoo, PhD., as an academic advisor, board member, and adjunct lecturer, I explore the complexities and challenges surrounding artificial intelligence, such as the opaqueness of AI models, particularly generative AI, concerning their architecture, data origins, and energy consumption.
We examine the ethical considerations of data input, the potential for biased or average outputs from large datasets, and the difficulty in validating AI learning models.
We also discuss the strategic implications for companies adopting AI, question whether goals are well-defined, and consider the balance between AI as an assistant and an autonomous agent.
Ultimately, we raise concerns about over-reliance on AI, the potential for misuse, and the need to implement greater awareness, education, and strategic thinking.
The timeline:
(00:00) Intro
(01:21) Our guest: Guan Seng Khoo, PhD
(03:27) The hidden layers
(07:00) The need for supervision and the call for small data models
(09:28) Reinforcement learning
(11:45) Why do we use AI?
(17:39) A scenario in portfolio management
(21:04) Do corporations mislead their objectives of AI because of hype?
(26:16) How the world looks for answers from AI
(32:11) AI's responsibility: Can we step back?
(35:42) Corporations to decide what complexity they want to address
Our guest
Guan Seng Khoo is an experienced senior management professional and ex-academic. Data Scientist with PhD in computational physics (molecular simulations of semiconductors) and computer-aided drug design, with post-doc R&D & MSc Supervision in AI (Neural Networks, Genetic Algorithms, Fuzzy Logic, etc.) applications in finance and info-security.
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