Beyond LLMs: Mahault Albarracin on How Active Inference Gives AI a Sense of Self in the World

On November 20, 2023, Denise Holt sat down with Mahault Albarracin, the Director of Product for Research and Innovation at VERSES AI, to explore the future of AI. Albarracin, an expert in active inference and cognitive computing, shares her profound insights on how active inference is revolutionizing AI by endowing it with a sense of self. The conversation navigates through the limitations of current large language models (LLMs) and contrasts them with the potential of active inference models. Albarracin emphasizes the importance of self-organization in AI systems, underscoring the difference between mere content prediction and the dynamic, adaptive capabilities of active inference. The discussion also touches on broader implications, including AI's role in societal structures, the need for diverse, multidisciplinary approaches in AI governance, and the prospect of AI reshaping our work and social lives. This episode is a must-listen for anyone interested in the cutting-edge developments in AI and their far-reaching consequences.

Chapters:

00:00 - Introduction: The Need for a New AI Paradigm

01:58 - Understanding Active Inference and AI’s Sense of Self

06:39 – The Obligatory Commentary on the OpenAI Drama

10:19 - The Role of Active Inference in AI's Evolution

17:44 - Insights from Working with Karl Friston

21:43 - Interdisciplinary Approach to AI Research

31:56 - AI and the Future of Work and Society

43:35 - AI Alignment, Empathy, and Consciousness

54:51 - Tailoring AI's Empathy and Sensitivity

58:51 – AI Embodiment

01:07:59 - Navigating AI Governance and Inclusion

Special thank you to Mahault Albarracin for being on our show!

Connect with him:

Website: https://www.linkedin.com/in/mahault-albarracin-1742bb153

You can also learn more on my blog: https://deniseholt.us

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