AIW.009.VIKING BOER – AI(AGI) WATCH-Are Large Language Models a Path to AGI

[VIKING BOER]

AIW.009.VIKING BOER – AI(AGI) WATCH – Are Large Language Models a Path to AGI

09.01.11.49=Apr 17, 2023 =Are Large Language Models a Path to AGI
Are Large Language Models a Path to AGI? with Ben Goertzel

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Apr 17, 2023, The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
Today we’re joined by Ben Goertzel, CEO of SingularityNET. In our conversation with Ben, we explore all things AGI, including the potential scenarios that could arise with the advent of AGI and his preference for a decentralized rollout comparable to the Internet or Linux. Ben shares his research in bridging neural nets, symbolic logic engines, and evolutionary programming engines to develop a common mathematical framework for AI paradigms. We also discuss the limitations of Large Language Models (LLMs) and the potential of hybridizing LLMs with other AGI approaches. Additionally, we chat about their work using LLMs for music generation and the limitations of formalizing creativity. Finally, Ben discusses his team’s work with the OpenCog Hyperon framework and Simuli to achieve AGI, and the potential implications of their research in the future.
Chapters:
05:16 – AGI and Sentience
08:52 – Current Large Language Models and the Path to AGI
17:33 – Large Language Models Limited in Theory of Mind
22:07 – Exploring the Potential of Music LM Models
27:06 – AGI potential paths: Neuroscience vs. Mathematical Fusion
31:29 – OpenCog Hyperon: Rebuilding AI Infrastructure at Scale
35:44 – Advancing Towards Truth GPT and AGI Breakthrough
42:33 – The Complexities Behind Sophia’s Dialogue Responses
53:08 – General Intelligence and Agency: Tightly Linked?
57:58 – The Implications of AGI Breakthrough: Decentralization Needed
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